Not the same old "write me an email" list. 1696 practical ideas for Grok Bot, Claude, ChatGPT, Codex, Gemini, Claude Code, Meta Muse, OpenAI Dots, Claude Duet and AI image and video tools, each built on a real feature and linked to the source that confirms it. A fresh batch lands every morning.
Newest day first, grouped by tool. Search or tap a tool to narrow it down.
Tool
Showing 1696 of 1696 ideas
13 November 2026 (103 ideas)
Grok Bot
Grok BotFor: Marketers and founders who live on X and want threads turned into tasks
Tag @bot under an X thread and get the key points in your Bot's chat
You are scrolling a long X thread about a rival's pricing change and have no time to read it. Reply with @bot and ask it to summarise the thread and send the key points to your team, and your own Bot gets the post, the post you replied to and any quoted post. The work shows up in that Bot's conversation in the Grok Bot app. It needs a Grok account linked to your X account and a Bot you own, and it is not yet available for X accounts based in Australia, the UK, the EU, Iceland, Liechtenstein or Norway.
xAI docs: Grok Bot, tag @bot on X to hand a post to your Bot (docs) · 13 November 2026Source
Grok BotFor: Team leads who triage requests in Slack all day
React to a Slack message with an emoji to start a Bot routine
A support lead sees a customer complaint land in a Slack channel and wants a Bot to dig into it, but does not want to type a request. Grok Bot routines can fire when you react to a message, so one emoji kicks off the workflow, and you can watch a single channel instead of all of Slack. Keep the trigger narrow, because busy triggers use up your usage quickly.
xAI docs: Grok Bot routines with Slack reaction triggers (docs) · 13 November 2026Source
Grok BotFor: Freelancers and account managers who deal with one client domain
Start a routine whenever anyone at one company's domain emails your Bot
A freelancer working with a single big client wants every message from that company handled the same way, whoever sends it. Give your Bot's own mail.grokbot.com address to the client and set a routine to trigger on mail from a domain pattern like *@example.com. By default only senders that pass standard email authentication can start the routine, and routines cannot filter on the subject line. Anything the Bot emails from a routine stays a draft until you press Send.
xAI docs: Grok Bot email address and domain-triggered routines (docs) · 13 November 2026Source
Grok BotFor: Frequent travellers who want one chat to handle the small stuff
Ask your phone Bot to set the alarm for tomorrow's early flight
You are packing the night before a 6 a.m. flight and ask your Bot in your own chat to set an alarm. With Grok Bot open on your iPhone or Android phone it can set alarms and timers, though an alarm rings once at the next matching clock time and cannot be more than 24 hours ahead. On Android the Clock app may open and does not confirm saving, so the Bot asks you to check there; it works only in your own chat with a Bot you own.
xAI docs: Grok Bot for mobile, alarms and timers via phone app access (docs) · 13 November 2026Source
Grok BotFor: Ops and internal tools builders who already use Cursor
Let your Bot use the internal app you just built in Cursor
An ops manager asks a Cursor cloud agent to build a small event registration tool, publishes it behind Cursor sign-in and shares it with the team. Cursor's 5 November changelog says you can also provision a Cursor API key so a script or Grok Bot can use that app, which means a Bot could feed it data in a routine. The Live Apps feature is available on paid plans with cloud agents enabled, and nothing goes live until the security checks pass and you publish.
Cursor changelog: Build Live Apps in Cursor, API key for scripts or Grok Bot · 5 November 2026Source
Grok BotFor: Solo users and small teams watching their AI bill
Cap your Bot's extra spending before a long task runs away
Before handing your Bot a big research job, you decide how much extra you are willing to pay beyond your weekly pool. On The X Subscription you can leave Auto Top-up off or set a monthly additional usage limit at grok.com/dashboard/billing, and on legacy Cursor plans you can turn off on-demand usage or set a monthly limit. Caps do not stop a task that is already running, so it can slip slightly past the cap. With on-demand off, the Bot just stops at the weekly limit and resumes when it resets.
xAI docs: Grok Bot FAQ, spending controls and weekly limit (docs) · 13 November 2026Source
Grok BotFor: Team admins and Bot owners reporting on adoption
See hours saved and top users for the Team Bot you built
An operations lead shares a Team Bot with the whole company and needs to show whether anyone is using it. Owners and Managers can open the Bot's Analytics, where shown, to see messages, hours saved and top users. On the phone profile the same view covers weekly and daily active users over 7, 30 or 90 days. Team Bots need a Team or Enterprise plan.
xAI docs: Grok Bot Team Bots, Analytics for owners and Managers (docs) · 13 November 2026Source
Grok BotFor: Anyone whose Bot gets blocked by a stubborn website
Route your Bot's browsing through your own connection when a site blocks it
Your Bot keeps timing out on a supplier portal because that site blocks the cloud computer's shared network. In Settings, Computer, Your computer you can switch on Route traffic through this computer, so the site sees your own IP address instead. The desktop app has to stay open while it works, and a team admin can lock the setting. Update, Recover and Reset will not fix this kind of block, so skip them.
xAI docs: Grok Bot troubleshooting, website timeouts and routing via your computer (docs) · 13 November 2026Source
Grok BotFor: Consultants and freelancers sending status views to clients
Share a live Page with a client through a link that needs no sign-in
A consultant asks her Bot to build a tracker Page with filters, then shares it as Anyone with the link so the client can open it without signing in. Public Pages live at a title-based address on pages.grok.bot, and viewers can use the filters but only the Bot can edit the content. Only share publicly what you are happy for anyone with the address to see. Pages are still rolling out gradually and are not yet on Enterprise teams, where public sharing is off.
xAI docs: Grok Bot Pages and public sharing via pages.grok.bot (docs) · 13 November 2026Source
Grok BotFor: People who juggle a day job and a side project
Tell your Bot which of your two Notion workspaces to use
You keep one Notion workspace for your day job and another for a side project, and you do not want notes landing in the wrong one. For apps that allow it, you can add a second account under Accounts, Add Another Account and give it a label. Then say something like "Use my work Notion" in the chat. Apps that only connect a single account will not show the Add Another Account option.
xAI docs: Grok Bot connected apps with multiple accounts (docs) · 13 November 2026Source
Claude
ClaudeFor: Team or Enterprise plan users who host recurring Google Meet calls
Let Claude sit in your Google Meet and write the action items
Mia runs a Monday planning call on Google Meet and hates being the note taker. She clicks Add Claude on the calendar meeting, Claude joins as a visible participant, and afterwards the meeting page holds a summary, action items and the transcript, with a recap email to teammates on the invite. Claude Meetings is in beta on Team and Enterprise plans, Google Meet only, and everyone should agree to be transcribed first.
Claude Help Center: Use Claude Meetings (beta), joining Google Meet and notes (docs) · 13 November 2026Source
ClaudeFor: Team or Enterprise members who plan events or budgets on Google Meet
Ask Claude out loud for last year's event cost during the budget call
Priya's team is planning a customer event and nobody remembers what last year cost. Someone says Claude plus the question, Claude asks for permission to use a connected tool, then posts the comparison with the current plan in the meeting chat for everyone to see. Connected tool use counts toward that person's own usage during the beta.
Claude blog: Introducing Claude Meetings, budget review example with connected tools · 12 November 2026Source
ClaudeFor: Team or Enterprise teams that plan projects together on Google Meet
Draft the event plan and timeline live while the call is still running
During a planning call, Dev asks Claude to turn the discussion into a doc and put the schedule on a whiteboard. Teammates edit both while still talking, and each artifact is attached to the meeting page afterwards. Docs and whiteboards made in meetings are free through February 10, 2027, in the Meetings beta.
Claude Help Center: Use Claude Meetings (beta), artifacts in meetings and pricing (docs) · 13 November 2026Source
ClaudeFor: Plant and estimating staff on Team or Enterprise plans
Quote a new job from the customer email without hunting for old costs
Raj at a machine shop gets an odd quote request. The Claude for Manufacturing plugin reads it, flags missing information, compares costs on similar past jobs and drafts the quote, which Raj reviews before anything goes to the customer. The plugin is for Team and Enterprise plans, and NetSuite is one of its four connectors.
Claude blog: Introducing Claude for Manufacturing, quoting new jobs · 12 November 2026Source
ClaudeFor: Quality engineers at plants on Team or Enterprise plans
Draft the corrective action report after a failed inspection
After a batch fails inspection, quality engineer Sofia asks Claude to document the failure, check past reports for recurring problems and rank the likely causes. It drafts the corrective action report for her to review. The skill is part of the Claude for Manufacturing plugin, with a person approving the work.
Claude blog: Introducing Claude for Manufacturing, failed inspections skill · 12 November 2026Source
ClaudeFor: Maintenance leads at plants on Team or Enterprise plans
Rank the likely causes of a machine breakdown before the technician arrives
When a line stops, the maintenance lead gives Claude the sensor exports, repair notes, photos and manuals. Claude ranks likely causes so the technician knows what to check first. It does not operate equipment, and a human decides what to do.
Claude blog: Introducing Claude for Manufacturing, equipment breakdowns skill · 12 November 2026Source
ClaudeFor: Analysts and managers who work from screenshots and PDFs
Share the dense chart itself instead of retyping its numbers
Nadia has a crowded chart screenshot from a supplier report. Anthropic's guide for Opus 5.5 says to share the chart or screenshot rather than retype the numbers, and that it can pull data from dense charts even at Low effort. She attaches it, asks for the finished spreadsheet and gets it without typing a figure.
Claude blog: Using Claude Opus 5.5 as your daily driver, charts and screenshots tips · 12 November 2026Source
ClaudeFor: Startup leads on Team or Enterprise plans using Slack
Write your Claude Tag channel instructions like a note to a new hire
A startup lead sets up Claude Tag in an alerts channel. Following the startup guide, she writes what to check first, when to open a PR, when to ask, and that no action needed is a valid answer. Tag is a beta for Team and Enterprise plans and needs a Slack admin plus a Claude Owner to connect it.
Claude blog: The Claude Tag guide for startups, channel instructions step · 12 November 2026Source
ClaudeFor: Team or Enterprise members who host client calls on Google Meet
Check what Claude does before you add it to a call with a client
Omar wants notes from a client call. By default Claude stays out of calls with outside guests and leaves if one joins, and if an owner allows guests it only listens and takes notes without replying in chat. He checks his Meetings with external guests setting first.
Claude Help Center: Use Claude Meetings (beta), outside guests and settings (docs) · 13 November 2026Source
ChatGPT
ChatGPTFor: Anyone co-writing notes or plans in ChatGPT Space Pages
Select one clumsy paragraph in a Page and ask for a change
Priya is tidying a shared project Page and only one paragraph reads badly. She selects that text, picks Ask for change, describes the fix, and reads the proposed edit before accepting it, so the rest of the Page stays untouched.
ChatGPT docs: Pages in Space, Ask for change on selected text (docs) · 13 November 2026Source
ChatGPTFor: Desktop app users running long /goal tasks
Ask for a status recap in a side chat while your goal keeps running
Marco has a long goal running in the desktop app and wants to know how far along it is. He opens a side chat and asks for a recap, so the main chat keeps working without interruption. If he is about to lose connectivity he pauses first and resumes later.
ChatGPT docs: long-running work, side chat recap and pausing a goal (docs) · 13 November 2026Source
ChatGPTFor: People handing a vague big job to ChatGPT in the desktop app
Start with /plan when you cannot say what done looks like
Dana wants the office wiki cleaned up but cannot yet describe the finish line. She runs /plan first, refines the result, then turns it into a goal with measurable success criteria covering the outcome, the constraints and how to verify it.
ChatGPT docs: long-running work, /plan then /goal with verification (docs) · 13 November 2026Source
ChatGPTFor: Mac users running long local ChatGPT desktop tasks
Stop your Mac sleeping in the middle of a long local job
Sam starts a local task on his MacBook before a meeting and returns to find it stalled. He turns on Prevent sleep while running in settings for local work on a Mac, and uses a pet or system notification to learn when the chat needs input or is ready for review.
ChatGPT docs: long-running work, Prevent sleep while running on Mac (docs) · 13 November 2026Source
ChatGPTFor: Anyone sharing an @Visualize result with a mixed audience
Ask your visualization for a data table and a text summary before you share it
Leila makes an interactive chart for her team and wants everyone to read it easily. She asks for a text summary, a data table, labeled axes with units, keyboard-accessible controls and no reliance on colour alone, then checks the result before sharing.
ChatGPT docs: Visualizations, accessibility requests and checks (docs) · 13 November 2026Source
ChatGPTFor: Anyone whose chat visualization needs a lasting, shareable home
Turn a one-off visualization into a Site when people need it again
Tom builds a calculator with Visualize, then realises it is only a snapshot of the data he gave it, not a live dashboard. For something durable with a shareable link, permissions or saved data, he asks to rebuild it as a Site instead.
ChatGPT docs: Visualizations, snapshot versus Site (docs) · 13 November 2026Source
ChatGPTFor: People scheduling recurring ChatGPT tasks that build on a conversation
Put a scheduled task inside the chat that already has the context
Nora has a chat full of notes about her supplier negotiation and wants a weekly nudge. She makes the scheduled task live inside that chat so every run returns there and reuses the context, instead of starting a fresh standalone chat each time.
ChatGPT docs: scheduled tasks, standalone versus in-chat runs (docs) · 13 November 2026Source
ChatGPTFor: Teams co-editing ChatGPT Slides decks in Space
Select one element on a shared slide and use Request edits
Two colleagues are working in the same ChatGPT Slides deck with edit access. One selects an awkward chart on slide 6 and chooses Request edits to ask for a change to just that element, remembering that Slides has view and edit roles but no comment-only role.
ChatGPT docs: Space collaboration, Slides Request edits and roles (docs) · 13 November 2026Source
ChatGPTFor: ChatGPT for iOS users, version 1.2026.307 or later
Paste a screenshot into the full-screen composer and dictate your annotation note
Ines is on her phone and wants feedback on a design. In ChatGPT for iOS version 1.2026.307 she pastes images and files into the full-screen composer and dictates the note on her annotation instead of typing it with her thumbs.
ChatGPT for iOS 1.2026.307 changelog: paste into full-screen composer, dictate annotation notes · 10 November 2026Source
ChatGPTFor: Desktop app users who want fewer approval prompts, where the mode is available
Switch to Approve for me, then check it is on for this chat
Kofi is tired of clicking approval prompts for harmless edits in the desktop app. He picks Approve for me in the permissions control below the composer, then confirms that mode is actually selected for the current chat, knowing it keeps the same workspace boundary and only sends flagged actions to manual review.
ChatGPT docs: permission modes, Approve for me (docs) · 13 November 2026Source
OpenAI Codex
OpenAI CodexFor: Solo founders and small shop owners without a developer
Describe a small business site and let Codex host it
A freelance baker tells ChatGPT or Codex what her order page should look like and gets a live website back, with no deployment setup. Building and editing count toward her Codex usage, while running traffic and storage count toward a shared hosting allowance that is free through December 31, 2026. She can try a few versions this month without worrying about a hosting bill.
OpenAI Codex docs: Sites, build and host a website by describing it (docs) · 13 November 2026Source
OpenAI CodexFor: Developers who run long Codex CLI sessions in iTerm2 or Kitty
Glance at a terminal pet to see if Codex needs you
You start a long refactor in the Codex CLI and switch to your email. A terminal pet shows whether the session is Running, Needs input, Ready or Blocked, so you only come back when it matters. It needs iTerm2 3.6 or later, or a terminal with Kitty graphics or Sixel support, and it does not work inside tmux or Zellij.
OpenAI Codex docs: pets, terminal pet status states in the CLI (docs) · 13 November 2026Source
OpenAI CodexFor: Team leads and designers who like a personal workspace
Give your Codex desktop pet your own artwork
A team lead wants the floating desktop companion to look like the team mascot. In the desktop app she creates a custom pet from Settings > Pets, and it is stored locally on that machine. For ChatGPT on the web, a transparent PNG or WebP sprite sheet of exactly 1536 by 1872 pixels, up to 20 MiB, can be uploaded instead.
OpenAI Codex docs: custom pets in the desktop app and on the web (docs) · 13 November 2026Source
OpenAI CodexFor: Analysts and consultants explaining numbers to clients
Ask @Visualize for a calculator your client can click
An analyst types @Visualize in a supported ChatGPT chat and asks for an interactive loan comparison with sliders. Visualize can produce charts, maps, diagrams, calculators and simulations, and the chat's Share action sends it on. It is a preview, shows a snapshot of the data at creation time rather than a live dashboard, and does not render in the Codex CLI or IDE extension.
OpenAI Codex docs: Visualize plugin for interactive charts and calculators (docs) · 13 November 2026Source
OpenAI CodexFor: Developers who multitask while agents run
Get pinged only when Codex is blocked, not on every turn
On the desktop app you can set turn-completion alerts to never, background only, or always, and toggle permission and question alerts separately. A developer picks background only plus question alerts, so she hears from Codex only when she has wandered off or a decision is waiting. In the CLI you can also configure Codex to run an external program when a turn completes.
OpenAI Codex docs: notification settings across desktop, web and CLI (docs) · 13 November 2026Source
OpenAI CodexFor: Application security engineers using Codex Security
Tell Daybreak what is really internal before the next scan
A security engineer opens a repository in Daybreak and edits its threat model to say which gateway enforces tenant membership and which endpoints are truly internal. The model covers entry points, trust boundaries, sensitive data and areas needing attention, and changes apply to future scans only. She can also add validation context so later findings are checked against facts she supplies.
OpenAI Codex docs: Daybreak threat model and validation context (docs) · 13 November 2026Source
OpenAI CodexFor: Students and researchers writing papers in LaTeX
Edit a LaTeX paper in the desktop app with a live PDF beside it
A grad student opens a standalone .tex file in the ChatGPT desktop app and sees the source next to a PDF preview. When the built-in compiler is available the preview refreshes after each edit, and if compilation fails the last good PDF stays visible while her edits are kept. She can also select a section and ask for a focused revision.
OpenAI Codex docs: artifacts viewer with .tex compile and annotations (docs) · 13 November 2026Source
OpenAI CodexFor: Designers and product people reviewing Codex output on iPhone
Speak your feedback instead of typing annotation notes
Reviewing a page layout from the sofa, a designer leaves comments on Codex's work by dictating the annotation notes on her iPhone. It is a new feature in ChatGPT for iOS 1.2026.307, so she skips thumb typing and gets the same notes attached to the exact spot.
OpenAI Codex changelog: ChatGPT for iOS 1.2026.307 dictate annotation notes · 10 November 2026Source
OpenAI CodexFor: Windows users who start Codex tasks remotely from iPhone
Pick a project on the D: drive from your phone
Your Windows desktop keeps projects on a second drive, and from the iOS app you can now switch drives in the folder picker when choosing a folder on a Windows host. A contractor starts a new Codex task from her phone in the right folder without walking back to the desk. The same release fixes opening changed files and loading response images on Windows hosts.
OpenAI Codex changelog: ChatGPT for iOS 1.2026.307 drive switching on Windows hosts · 10 November 2026Source
OpenAI CodexFor: Developers monitoring Codex runs from iPhone
See the whole command Codex ran, with more of its output
A developer checks a build that Codex ran while she was out and wants to know exactly what was executed. In ChatGPT for iOS 1.2026.307, expanded command cards show the full command and more of its output, so she can spot a wrong flag from her phone. The release also keeps sent prompts above their replies even when the host confirms receipt late.
OpenAI Codex changelog: ChatGPT for iOS 1.2026.307 expanded command cards · 10 November 2026Source
Google Gemini
Google GeminiFor: Free-tier Gemini app users who want quick answers
Let free Gemini Auto hand your everyday questions to Hydrogen
Gemini 4 Hydrogen is described as a major upgrade over 3.8 Flash, and free users can reach it through Auto model selection when it fits the prompt. In the model picker it appears as Everyday help. A student asking for a quick explanation and a draft reply gets the faster model without choosing anything.
9to5Google: Gemini 4 Hydrogen in the Gemini app as Everyday help · 12 November 2026Source
Google GeminiFor: Developers on Google AI Pro or Ultra using Antigravity
Turn on Extra thinking in Antigravity for a gnarly bug
Antigravity now has an Extra thinking tier beside Low, Medium and High, and its orchestrator can switch between Carbon and Hydrogen in one session, giving routine steps to Hydrogen. A developer stuck on a flaky test turns on Extra and lets the cheaper model do the grunt work. It is for paid Google AI Pro and Ultra subscribers.
9to5Google: Gemini 4 Hydrogen Extra thinking tier in Antigravity · 12 November 2026Source
Google GeminiFor: Everyday searchers with long, messy questions
Throw a typo-filled, multi-part question at AI Mode
Google says Hydrogen is now the default model for AI Mode and handles the hardest AI Overviews questions, with better results for multi-part, typo-filled or highly specific queries. A parent planning a trip types one messy question covering dates, budget and a toddler and gets a more visual answer with a wider range of links.
9to5Google: Gemini 4 Hydrogen default in AI Mode and AI Overviews · 12 November 2026Source
Google GeminiFor: Developers building agents on the Gemini API
Raise a Gemini API agent to xhigh thinking for hard cases
Gemini 4 Hydrogen is generally available through the API with a new xhigh thinking level next to low, medium and high, and it is the default model for the Antigravity agent in Gemini Managed Agents. A developer keeps routine runs on high and sends only the hardest cases to xhigh. It is available on the free tier, with paid pricing of $1.50 per 1M input tokens and $7.50 per 1M output tokens.
Google AI Studio Gemini API changelog: Gemini 4 Hydrogen GA and xhigh thinking · 12 November 2026Source
Google GeminiFor: Early adopters of Android XR Intelligent Eyewear
Say Hey Gemini to your glasses while your hands are full
Hey Gemini now works as a wake phrase on Google's Intelligent Eyewear glasses powered by Android XR, instead of Hey Google. Someone carrying groceries can ask a question without touching anything. It is limited to those glasses for now, and the report does not cover regions or pricing.
9to5Google: Hey Gemini hotword on Android XR glasses · 12 November 2026Source
Google GeminiFor: Engineering leads budgeting model evaluations
Run your big Carbon evaluation before introductory pricing ends
Gemini 4 Carbon is generally available in the API, described as the most capable reasoning model for agentic coding, scientific reasoning and cybersecurity defense. Introductory pricing of $2.00 per 1M input tokens and $10.00 per 1M output tokens runs through November 30, 2026. A small team schedules its benchmark suite this month to compare cost and quality.
Google AI Studio Gemini API changelog: Gemini 4 Carbon GA introductory pricing · 10 November 2026Source
Google GeminiFor: Workspace users who write many routine emails
Draft a follow-up in Gmail with Help me write on a Workspace account
Non-personalized Help me write in Gmail has expanded beyond consumer accounts and specific editions to all Workspace customers, Individual subscribers and personal accounts aged 18+ with smart features on. A recruiter types a one-line prompt for an interview thank-you and gets a full draft. It is on by default, rolling out from November 10, and admins can switch Gemini in Gmail off.
Google Workspace Updates: Help me write in Gmail expands to more users · 10 November 2026Source
Google GeminiFor: Gemini app users who want a recurring digest
Schedule a Sunday wrap-up and wake up to the answer
Gemini schedules run a prompt on a recurring basis and prepare the response before your chosen delivery time, with a notification when it is ready. A hobbyist sets a weekly creative ideas prompt and pauses it when busy. You can have up to 10 active schedules, and fast-changing data such as stock prices may not be current.
Google Gemini Apps Help: schedules for recurring prompts (docs) · 13 November 2026Source
Google GeminiFor: Home cooks with Google Home or Nest speakers
Name your timer after the food and hear its jingle
9to5Google reports classic Assistant timer sounds returning on some Google Home and Nest speakers, such as sizzling for bacon, a tarantella for pizza and cat meows. A home cook asks for a pizza timer and may get the tune. It appears only on some speaker generations and Google has not explained the change.
9to5Google: Gemini timer sounds return on Google Home speakers · 11 November 2026Source
Google GeminiFor: Developers watching Gemini CLI token usage
Spot your heaviest Gemini CLI days with a stats heatmap
A new heatmap subcommand under /stats shows daily token usage in Gemini CLI, so a developer can see which days drove the most use. It appears in the v0.69.0 preview release, which is a pre-release, not the stable build.
AI image generationFor: Social sharers with an iPhone who take lots of photos
Turn a wide-angle group snap into a tighter portrait with Phota Labs
You grab a quick wide-angle shot of friends at dinner and it looks stretched at the edges. Phota Labs, a new iOS photo assistant, fixes the shot itself rather than just adding a filter, so the group photo can become a tighter portrait while the app aims to keep everyone looking like themselves. It is free at launch, iPhone only for now, and images carry an invisible watermark flagging them as AI-altered when shared.
TechCrunch: Phota Labs AI photo assistant launches on iOS · 12 November 2026Source
AI image generationFor: Small brand owners and designers using Recraft Studio
Shoot a splash product still with MiniMax H3 Image in Recraft Studio
A small drinks brand needs a hero image of a glass with frozen droplets and clean reflections, and no photographer is booked. In Recraft Studio's tests, MiniMax H3 Image produced crisp droplets and tidy glass reflections, so you can try it there for a first concept. It costs 6 to 13 credits per image, needs a plan that includes external models, and cannot output a transparent background.
Recraft blog: MiniMax H3 Image, Highspeed and Lite in Recraft Studio · 12 November 2026Source
AI image generationFor: Sticker makers, crafters and logo designers using Recraft Studio
Vectorize a hand-drawn sticker into clean paths with Recraft Vectorizer Pro
You drew a flat sticker design and want it as a vector for a cutting machine. Select the image in Recraft Studio, click Vectorize, and Vectorizer Pro follows the shapes more closely so straight lines stay straight and corners stay sharp, with fewer stray specks. It takes PNG, JPG or WebP, works best on flat art, logos and line art, and exports SVG, PDF or Lottie. It is on every plan, and older vectorized images may come out cleaner if you run them again.
Recraft blog: Vectorizer Pro cleaner vectors in Recraft Studio · 11 November 2026Source
AI image generationFor: App developers building on OpenAI's image API
Show a live preview while your app's image is still being drawn
A developer building a poster maker does not want users staring at a spinner. With OpenAI's image API you can set partial_images to a number from 0 to 3 and receive intermediate images as the final one renders, in both the Responses API and the Image API. Users see the picture sharpen in steps, and the app feels faster. Docs note GPT Image models may require API Organization Verification.
OpenAI API docs (docs): image generation partial image streaming · 13 November 2026Source
AI image generationFor: Freelance illustrators and brand designers using the Gemini API
Lock three style references onto a brand illustration with Nano Banana Pro
A designer has three past illustrations that define a client's look. Gemini 3 Pro Image, known as Nano Banana Pro, accepts up to 3 style references alongside up to 6 object references and 5 character references, so you can feed the style samples in and ask for a new scene in that look. It is the premium model, built for complex tasks, in the Gemini API.
Google Gemini API docs (docs): Gemini 3 Pro Image style and object references · 13 November 2026Source
AI image generationFor: Developers and shop owners generating images at volume
Queue a whole catalog of images through the Gemini Batch API
A shop owner with hundreds of product backdrops to make does not need each one instantly. Google's image docs say all the image generation capabilities are available through the Batch API, so developers can send the whole list as one batch job instead of firing requests one by one. Pair it with the cheapest image model in the docs when speed matters less than volume.
Google Gemini API docs (docs): image generation through the Batch API · 13 November 2026Source
AI image generationFor: Photo retouchers and developers using the FLUX 3 Image API
Edit a photo and get it back at the same size with FLUX 3 Image
A retoucher keeps getting edits back at the wrong dimensions. Black Forest Labs added resolution set to match_input, so an edit comes out the same size as your first reference image, up to 4 MP. Edits with one reference follow instructions more closely, and with aspect ratio on auto the whole image is used without cropping. Prices are unchanged and old requests keep working.
Black Forest Labs release notes: FLUX 3 Image custom output sizes and better edits · 22 October 2026Source
AI image generationFor: Small shop owners and developers using the xAI API
Blend up to five source photos into one scene with Grok Imagine
A florist wants one catalogue picture that combines a vase, two bouquets, a ribbon and a table from separate photos. xAI's image API accepts up to 5 source images in one edit request on grok-imagine-image-2.0, and you describe the combined scene in plain language. Image edits are billed for both the input and the generated output, so check the pricing page first.
xAI API docs (docs): Grok Imagine multi-image editing up to 5 source images · 13 November 2026Source
AI image generationFor: Freelancers and teams running Krea through an AI agent
Check the cost and balance before your agent generates anything in Krea
A freelancer lets an AI assistant run Krea jobs but worries about burning compute overnight. Krea's MCP preflight returns a cost quote and your balance without running the job, and Agent and MCP also show cost quotes before generating. You approve the spend, then let it run.
Krea changelog: MCP preflight returns cost quote and balance · 19 October 2026Source
AI image generationFor: Children's authors and comic makers on Higgsfield
Keep four characters and ten props consistent in one scene with Nano Banana 2.1
A children's author wants a full classroom scene with four recurring kids and a pile of props that stay the same across pages. Higgsfield's guide says Nano Banana 2.1 keeps 4 characters and 10 objects consistent, accepts up to 14 reference images, and outputs up to 4K. On Higgsfield it starts from $15 a month, and the guide warns that blending features between two characters can still happen.
Higgsfield blog: Nano Banana 2.1 character and object consistency · 9 November 2026Source
AI video generation
AI video generationFor: Solo creators who want a faceless YouTube channel
Start a faceless history channel with Higgsfield Faceless Studio
Mara wants a history channel but never wants to be on camera. In Higgsfield's Faceless Studio she picks the History category, describes the channel in one line, picks one of four suggested episode topics, chooses a video style from the 12 on offer and a narrator voice, and gets an animated faceless episode. If she already has a script she can upload it instead of using a suggested topic.
Higgsfield blog: Faceless Studio for animated faceless channel episodes · 11 November 2026Source
AI video generationFor: Small studios and freelancers making AI video for several clients
Save a client's characters, locations and props once in Cinema Studio
A small studio is juggling several client jobs at once. They save each client's recurring characters with Soul ID and keep characters, locations and props as Elements inside a Cinema Studio project, so the next shot starts from the same cast and set instead of from scratch. Higgsfield's guide quotes studios cutting a storyboard revision round from two or three days to a few hours.
Higgsfield blog: scaling AI video for clients with Soul ID and Cinema Studio Elements · 12 November 2026Source
AI video generationFor: Developers and ecommerce teams generating video in bulk
Queue a night's worth of Grok Imagine videos in one batch
A product team needs a few hundred short clips for a catalogue and does not want to fire them one by one. They write the requests into a JSONL file, submit it to the xAI Batch API for video generation, and collect results later, since most batches finish within 24 hours. The one catch is that video result URLs expire after an hour, so the download step has to run promptly.
xAI docs (docs): Batch API supports Grok Imagine video generation, edits and extensions · 13 November 2026Source
AI video generationFor: Editors and developers adding sound to finished clips
Give a silent screen recording a soundscape with Pika Soundtrack
Dev has a finished product demo with no audio and no budget for a sound designer. He uploads it to Pika Soundtrack, which generates sound effects, voice, music and ambience that follow what happens on screen, and adds a short text note to stress or leave out certain sounds. It is live in the Pika API Club, and the post says longer clips are still future work.
Pika blog: Pika Soundtrack, motion-aware audio for uploaded video · 18 August 2026Source
AI video generationFor: Video editors and indie filmmakers who need one-off sounds
Describe a door slam and get the sound effect with Pika SFX
Lena is cutting a short film and needs one exact sound, a heavy wooden door closing in a stone hallway. She types the description into Pika SFX, sets the clip length anywhere from 1 to 20 seconds, adds a negative prompt to keep music out, and downloads an MP3. It is available through the Pika API Club.
Pika blog: Pika SFX text to sound effect, 1 to 20 seconds · 18 August 2026Source
AI video generationFor: Motion designers and creators who start from a rough reference clip
Point Wan 3.0 in Krea at a 15 second reference video
Tom has a quick phone clip of how he wants a skateboard trick to move. In Krea he gives Wan 3.0 that clip as a reference video, which the changelog says can now run up to 15 seconds, and prompts a new character doing the same motion. He gets the move without hand animating anything.
Krea changelog: Wan 3.0 accepts reference videos up to 15 seconds · 26 October 2026Source
AI video generationFor: Anyone comparing video restyle tools before paying
Test Krea's Video Restyle before you make an account
Priya is not sure a restyle tool is worth signing up for. Krea now lets signed out visitors open tools such as Video Restyle without a login wall, so she can try it on a clip and judge the look before committing to anything.
Krea changelog: try tools such as Video Restyle before signing up · 26 October 2026Source
AI video generationFor: Directors and ad makers who think in storyboards
Hand Kling 4.0 a storyboard image to set the shot order
Aisha sketches a four panel storyboard showing framing and camera moves for a perfume ad. She uploads it as a reference to Kling 4.0 and the guide says the output should render the described frames, not the storyboard sheet itself, so she crops out grids, title bars and notes first. The result follows her shot order without her writing every camera move out in words.
Kling 4.0 User Guide (docs): storyboard image as multi-character reference · 13 November 2026Source
AI video generationFor: Teachers and explainer makers writing multi speaker scenes
Script a two person chat in British and Indian English with Kling 4.0
Sam is making a short language lesson with two speakers. He puts each line in quotation marks, names the accent (the guide lists American, British and Indian English), and writes that only one person speaks at a time so the lines do not overlap. Kling 4.0 syncs the dialogue to the mouths.
Kling 4.0 User Guide (docs): accents and non overlapping multi speaker dialogue · 13 November 2026Source
AI video generationFor: Filmmakers building a longer scene clip by clip in Google Flow
Save the best frame of a Flow clip and start the next shot from it
Jo likes how a Flow clip ends, so she pauses on that frame, clicks Save frame, and uses it as the start frame of the next generation. She then drops both clips into Scenebuilder, trims each with the handles, and downloads the sequence. Past versions and their prompts stay in the History panel if she wants to go back.
Google Flow Help (docs): Save frame, Scenebuilder and History panel · 13 November 2026Source
Claude Code
Claude CodeFor: Developers who like testing experimental Claude Code features
Try Code Mode and let Claude call its tools with JavaScript
Tom wants to see how Claude handles a chain of tool calls that normally takes many turns. In Claude Code 2.1.323 he opts into Code Mode, an experimental mode where Claude writes JavaScript to call its tools. It is opt-in and experimental, so he tries it on a throwaway repo first.
Claude Code changelog 2.1.323: Code Mode (experimental, opt-in) · 12 November 2026Source
Claude CodeFor: Plugin authors and team leads who maintain shared plugins
Stop your plugin from loading in Claude Code versions it was not built for
Ana maintains a team plugin that needs newer features. She adds engines for claude-code in plugin.json, and plugins outside the range are not installed, updated or loaded, with install and update picking the newest version that fits. Her teammates on older builds stop getting broken behaviour.
Claude Code changelog 2.1.323: engines claude-code in plugin.json · 12 November 2026Source
Claude CodeFor: Plugin authors with TypeScript hooks
Type-check your plugin's TypeScript hooks before you publish
Before sharing a plugin, Kenji runs claude plugin validate. In 2.1.323 it type-checks the plugin's TypeScript hooks module, shows findings as warnings, and the strict flag makes them fail the check so CI can catch them.
Claude Code changelog 2.1.323: plugin validate TypeScript hook checks and --strict · 12 November 2026Source
Claude CodeFor: Developers who open unfamiliar repos in VS Code
Open a stranger's repo in VS Code without Claude using its settings
Maya clones a repo from a contractor and opens it in VS Code. Claude Code 2.1.323 shows a trust prompt before the first session in an untrusted folder, and declining leaves that folder's settings and MCP servers unused.
Claude Code changelog 2.1.323: VS Code trust prompt for untrusted folders · 12 November 2026Source
Claude CodeFor: VS Code users who run builds and tests through Claude Code
Watch a long command's output live inside the VS Code chat
Leo runs a slow build through Claude in VS Code. From 2.1.323 the live output of a running Bash or PowerShell command shows in the chat under the command's card, so he can tell progress from a hang without switching windows.
Claude Code changelog 2.1.323: live Bash and PowerShell output in VS Code chat · 12 November 2026Source
Claude CodeFor: Developers running claude -p or SDK sessions in CI
Keep your CI from killing a slow hook in claude -p
A pipeline runs claude -p with a hook that takes minutes, and the CI log looks frozen. 2.1.323 sends a progress heartbeat every 30 seconds while hooks run long in claude -p and SDK sessions, so a watchdog can tell it is alive.
Claude Code changelog 2.1.323: 30 second heartbeat while hooks run in claude -p · 12 November 2026Source
Claude CodeFor: Engineering managers and admins using Claude Code Review
Export Code Review costs per repository for the finance check-in
An engineering manager wants to know which repo's reviews cost the most. 2.1.323 adds a Download CSV button in admin settings for review costs per repository, by month, week or day, for one repo, one GitHub organization or all.
Claude Code changelog 2.1.323: Code Review costs CSV download in admin settings · 12 November 2026Source
Claude CodeFor: Developers who publish artifacts from Claude Code
Upload a Word file as an asset for a published artifact
Ines wants her artifact page to link to a Word brief. In 2.1.323 the Artifact tool's asset uploads accept .docx files, so she attaches the brief without converting it first.
Claude Code changelog 2.1.323: .docx support in Artifact tool asset uploads · 12 November 2026Source
Claude CodeFor: Developers who script claude -p
Find out when your settings quietly changed the model in a script
Dan's nightly script asks for one model, but a settings file swaps it. In 2.1.323, claude -p warns on stderr when settings silently swap the requested model, so the surprise shows in the log.
Claude Code changelog 2.1.323: claude -p warns on stderr when settings swap the model · 12 November 2026Source
Claude CodeFor: Developers who write their own permission rules
Get warned about a risky wildcard in your Bash allow rule
Chris saved Bash(PORT=* npm run dev) as an allow rule. Claude Code 2.1.323 shows a start-up warning for Bash allow rules with a star in a variable's value, so he tightens it before it approves more than he meant.
Claude Code changelog 2.1.323: start-up warning for Bash allow rules with * in a variable value · 12 November 2026Source
Meta Muse
Meta MuseFor: Site supervisors and inspectors who talk through walkthroughs
Turn a construction walkthrough video into a punch list with Muse
Luciano's Punchwalk, a startup track winner at the Meta Global AI Developer Hackathon, takes a construction inspection video and produces a documented punch list with photos, timestamps and proposed fixes. It was built with Muse Voice Transcribe and Muse Spark Open. A site supervisor can walk the building, talk through the problems, and end up with a list to hand to the contractors.
Meta developer blog: hackathon winners, Punchwalk built with Muse Voice Transcribe and Spark Open · 11 November 2026Source
Meta MuseFor: Indie game developers short on testers
Let an agent play your game from screenshots and report bugs
Adrian's Playtest Agent, the hackathon's most viral award, plays games from screenshots, flags apparent bugs and replays the inputs to check they are real. It uses Muse Wonder as the player and Muse Spark as the reviewer. A solo game developer could run it before a release and read a list of verified problems.
Meta developer blog: hackathon winners, Playtest Agent with Muse Wonder and Spark · 11 November 2026Source
Meta MuseFor: Homeowners and contractors planning basement conversions
Plan a basement conversion from a phone walkthrough
David's BasementReady, an indie track third place, turns a phone walkthrough into a 3D scan, layout proposals and draft permit materials. It draws on Muse Wonder, Muse Spark, Muse Voice Transcribe and Muse Image. A homeowner could film the space once and arrive at the contractor meeting with options already sketched.
Meta developer blog: hackathon winners, BasementReady built on Muse models · 11 November 2026Source
Meta MuseFor: Adults curious about animated characters in live chat
Make a photo of your cat the face of a live Muse conversation
Meta's research post on Muse Realtime Avatar says it can bring a character to life from reference media such as a photo, an illustration, an animal or an everyday object, with lips and expression synced to the voice. A pet owner could imagine chatting with an animated version of their cat. The output is portrait video at 448 by 768 and 25 fps, the examples do not all reflect avatars in the Muse app today, and Muse is for adults 18 and over.
Meta AI research: Muse Realtime Avatar animates characters from reference media · 23 September 2026Source
Meta MuseFor: Small business owners making printed promos
Get a working QR code on a poster from Muse Image
Meta says Muse Image has a coding tool that writes and runs code for accurate plots and QR codes. A cafe owner could ask for a promo poster whose QR code actually scans, instead of a look alike that does not. It is available in the Meta AI app and on meta.ai.
Meta AI blog: Muse Image coding tool for accurate plots and QR codes · 7 July 2026Source
Meta MuseFor: Newsletter writers and social media managers
Make a graphic about this week's news that gets the facts right
Muse Image has a search tool that grounds pictures in factual and real time information, which Meta says helps accuracy on current events and real world facts. A newsletter writer could ask for a graphic about something that happened this week and trust it more than an image drawn from memory. Check any numbers in the result yourself before publishing.
Meta AI blog: Muse Image search tool grounds images in real time facts · 7 July 2026Source
Meta MuseFor: Developers who want a local, private agent
Run an always on agent on your own Mac with Muse Glimmer
Muse Glimmer is a 30B model under the Apache 2.0 licence that Meta says is small enough for a single consumer GPU or Mac. It is built for tool calling, long tasks and recovering from failure, and runs in Ollama, Unsloth or LM Studio. A privacy minded developer could keep an agent running locally with no tokens sent out. Meta's own tables show it behind rivals on several tests, so expect trade offs.
Meta Model API (docs): Muse Glimmer 30B open weights, runs locally · 13 November 2026Source
Meta MuseFor: Developers adding fresh, cited answers to apps
Add live answers with citations to your app with one line
In the Responses API for Muse Spark 1.1 you add a web_search tool and get live answers with inline citations, no retrieval stack needed. A small team building a support helper could use it to answer questions about current pricing pages. It was a public preview for developers in the US at launch.
Meta developer blog: Muse Spark 1.1, web search grounding with citations · 8 July 2026Source
Meta MuseFor: Developers who want to review before an agent edits
Ask Muse Code for a plan and stop before it touches any code
Muse Code ships a /plan skill that grounds a plan in your files, recommends decisions, saves it to .agents/plans/ and then stops for your approval. It makes no code changes. A developer facing an unfamiliar repo can read the plan first and only then let the agent start.
Meta developer blog: Muse Code /plan skill and bundled skills · 5 August 2026Source
Meta MuseFor: Journalists and moderators checking viral images
Check whether a picture came out of Meta's image tools
Images made in the Meta AI app and on meta.ai carry an invisible Content Seal that Meta says survives cropping, compression, resizing and screenshots. A detection tool is in preview at meta.ai/identification. A journalist or moderator who doubts a viral picture could run it there.
Meta AI blog: Muse Image Content Seal and detection preview · 7 July 2026Source
OpenAI Dots
OpenAI DotsFor: Pro 100/200/500 and Business Premium users with dot access; Pro excludes EEA, UK, Switzerland
Write your dot's working style under Customize, then Behavior
Hana wants her dot to always lead with the decision and keep updates short. On her phone she opens Customize, then Behavior, types her preferences under how the dot handles tasks, and saves. These are separate from her ChatGPT custom instructions and do not grant any new access.
ChatGPT docs: dots controls, custom instructions under Behavior (docs) · 13 November 2026Source
OpenAI DotsFor: Dot users juggling several sources on one project; gradual rollout, Pro outside EEA, UK, Switzerland
Tell your dot which document wins when two disagree
Ravi gives his dot a plan, a task list and a chat thread for a product launch. He says what each is for, which one is current, and that approved plans beat unapproved proposals, so when sources clash his dot follows the right one.
OpenAI Learn: personalize your dot, share sources and set priority (docs) · 13 November 2026Source
OpenAI DotsFor: Dot users who want consistent briefs and drafts; Pro outside EEA, UK, Switzerland, or Business Premium
Show your dot a brief you loved and say why it worked
Mei shares a past briefing she liked and explains it put the decision first, compared the options and linked the evidence. She asks her dot to follow that structure for the weekly brief, which is easier than describing a format from scratch.
OpenAI Learn: personalize your dot, show an example you liked (docs) · 13 November 2026Source
OpenAI DotsFor: Dot users training their dot's habits over time; gradual rollout to eligible plans
Say whether your correction is just this time or for good
When his dot writes a draft too long, Omar says whether the fix is only for this draft or for future work. Then he asks the dot to summarise the guidance to keep, and checks a later result to see it really followed it, because a promise to remember is not proof.
OpenAI Learn: personalize your dot, feedback this time versus future (docs) · 13 November 2026Source
OpenAI DotsFor: Dot users handing over ongoing responsibilities; Pro outside EEA, UK, Switzerland, or Business Premium
Agree up front what your dot does when information is missing
Beth sets her dot on an ongoing responsibility, not a one-off task, and states how often to check, which sources to use, the end date, and what to do if a source is missing. The dot then asks her instead of guessing when something goes quiet.
OpenAI Learn: personalize your dot, responsibility versus task (docs) · 13 November 2026Source
OpenAI DotsFor: Small teams sharing a dot or its process; gradual rollout to eligible plans
Keep one shared note of the steps you and your dot agreed
Carlos and his teammates write down the steps they agreed with their dot in one note and update it whenever plans change. At the end of the project they also review the dot's active tasks and schedules so nothing keeps running by accident.
OpenAI Learn: personalize your dot, maintain shared guidance (docs) · 13 November 2026Source
OpenAI DotsFor: Anyone chasing replies by email; the dot only drafts, review before sending
Ask your dot who owes you a reply and when, then draft the nudges
After sending vendor requests, Alice asks her dot to check the latest replies, list who still owes a response and by when, and draft follow-ups for her to review. She tells it to stop once each action is complete.
OpenAI Learn: personalize your dot, follow-up example (docs) · 13 November 2026Source
OpenAI DotsFor: Dot users with website logins; some sites block cloud browsers
Expect to sign your dot back in when a site ends its session
Jon's dot keeps a login to a supplier portal in its cloud browser, but sessions last only until he signs out or the site expires them. When the dot asks again, he enters credentials in the private form outside the chat, and a saved login still needs his confirmation to reuse.
ChatGPT docs: dots computers and apps, website sign-in sessions (docs) · 13 November 2026Source
OpenAI DotsFor: Dot owners whose colleagues will mention the dot by handle
Name your dot so its handle is easy to type
Nina names her dot Alfred and knows its handle is based on that name, with the owner's name first and the dot's name after it. She picks a name that makes the handle short and obvious for teammates who will mention it.
ChatGPT docs: dots overview, dot name and handle (docs) · 13 November 2026Source
OpenAI DotsFor: Dot users troubleshooting thin or off-target results
Ask your dot which sources it cannot open
Yuki suspects her dot's summary is missing something, so she asks which sources it cannot open. She then restates constraints and fixes access, instead of assuming the summary covered everything.
OpenAI Learn: personalize your dot, troubleshooting prompts (docs) · 13 November 2026Source
Claude Duet
Claude DuetFor: Small shop owners on Shopify in the US
Set up the Shopify store with Duet now and wait for the visual editor
A new shop owner asks Duet to set up and manage her Shopify store through the connector. Anthropic says a visual storefront editor with preview is coming soon, so she can leave the design polish for when it lands and not try to force it today. It is a research preview on a waitlist for US Pro, Max and Ultra plans.
Anthropic: Introducing Claude Duet, Shopify store setup and upcoming visual storefront editor · 21 October 2026Source
Claude DuetFor: Owners opening a second location
Read the opening checklist as done, watching and needs you today
In Anthropic's sample, Duet builds a 41-item checklist for a new location and sorts it into 33 done or on track, 7 being watched and 1 needing the owner today. A busy owner can ask for the same split and only spend time on the single item that needs a decision. It is a sample scenario on the product page, so treat the numbers as an example of the format.
Claude product page: Claude Duet Chicago opening sample, checklist status split (docs) · 13 November 2026Source
Claude DuetFor: Founders in the middle of a fundraise
Ask Duet which data room file is still waiting on a sign-off
A founder preparing for a Series A asks Duet where the data room stands. In Anthropic's sample it has gathered 25 of 26 documents, with the board minutes still pending sign-off, and it drafts the investor email with the data room link but sends it only after the founder approves. It is a product page sample, and Duet is a research preview on a US waitlist for Pro, Max and Ultra.
Claude product page: Claude Duet Series A sample, data room status and held investor email (docs) · 13 November 2026Source
Claude DuetFor: Mobile-first Duet users who shop with Shop Pay
Connect Shop Pay from the recommended connectors list on your phone
You are on the go and Duet suggests Shop Pay for a purchase. Tap your avatar, choose the payments option, then pick Shop Pay, which on mobile appears in the recommended connectors list, not the connectors directory. Sign in to Shop Pay and approve access, and each purchase then uses a one-time card limited to the amount you approve. It works only in Duet, which is a US research preview for Pro, Max and Ultra.
Claude Help Center: Shop Pay with Claude Duet, setup on mobile (docs) · 13 November 2026Source
12 November 2026 (104 ideas)
Grok Bot
Grok BotFor: Employees who repeat the same booking and expense chores every year
Have your Bot sign you up for a conference without ever seeing your password
Priya asks her Grok Bot to sign her up for a conference. It signs in with a login she saved in Vault, or asks for it through a Secure Form so the Bot never sees the password. Before any action that needs her OK, it shows an approval card, and the work runs on the Bot's shared cloud computer.
xAI docs: Grok Bot get started, Vault, Secure Form and approval cards (docs) · 12 November 2026Source
Grok BotFor: Busy parents juggling school forms, bills and party invites
Let Tradbot catch the school form and the RSVP you would have missed
A parent starts from the Tradbot starter Bot in the marketplace and lets it watch personal email and calendar. It looks for school forms, bills and RSVPs, drafts the replies, and flags scheduling conflicts. It never sends anything without approval, so the parent stays the one pressing send.
Before ordering a jacket, Maya shares a photo of herself with her Bot and asks for variations showing the outfit on her. The docs say personal photos work for this, and that for well known products the Bot first looks for a real photo. She gets a quick sense of the look without a fitting room trip.
xAI docs: Grok Bot image creation from personal photos (docs) · 12 November 2026Source
Grok BotFor: Small shop owners making simple social or banner clips
Turn one product shot into a looping clip by using it as both frames
A small shop owner gives her Bot a single product photo as the start frame and again as the end frame. The docs say using the same image twice makes a loop. A few minutes later she has an MP4 of 1 to 15 seconds, 480p by default or 720p on request, for a store banner, though the docs warn video is not suited to exact text or brand assets.
xAI docs: Grok Bot video from start and end frames, loop (docs) · 12 November 2026Source
Grok BotFor: Founders and ops people using tools without ready made connectors
Wrap a service that only has an API into a plugin your Bot can use
A founder relies on a niche tool that has an API but no MCP server. She asks tinkabot to wrap the API in a plugin with an MCP server and skills. It tests the plugin and publishes it only when she approves, so her Bot can then use that tool like any connected app.
xAI docs: Grok Bot tinkabot turns an API into a plugin (docs) · 12 November 2026Source
Grok BotFor: Existing SuperGrok or X Premium+ subscribers
Use the SuperGrok plan you already pay for to get Grok Bot
Dev already subscribes to SuperGrok and does not want another bill. On the Get Started with Grok Bot page he chooses Link Grok Account, signs in to Grok, and gets access. The docs say plan access carries over to mobile with no additional purchase.
xAI docs: Grok Bot plans and Link Grok Account (docs) · 12 November 2026Source
Grok BotFor: Enterprise security and IT admins rolling out Bots
Limit which websites your company's Bots can reach
An Enterprise security admin opens Network Controls for Grok Bot and picks a mode such as Team Allowlist Only or Allow All Sites Except These. Blocked sites cover subdomains, and a team and its groups can block up to 50 sites combined. The docs call site blocking best effort rather than a security boundary, so she pairs it with other policies.
Grok BotFor: Enterprise compliance and data protection leads
Auto delete old Bot messages and attachments after a set period
A compliance lead on Enterprise turns on the Messages retention setting for Grok Bot, which is off by default. She picks a period between 30 and 365 days, and older messages and attachments are removed. The docs say deletions are permanent and logged in the Audit Log, so she can show auditors it happened.
xAI docs: Grok Bot Enterprise data retention for messages (docs) · 12 November 2026Source
Grok BotFor: Team admins and managers who want meetings captured
Let a Bot sit in your Meet, Zoom or Teams call and report back
A team admin on a Team or Enterprise plan allows meetings in the Grok Bot settings. After that, Bots can join Google Meet, Zoom and Microsoft Teams calls, transcribe them, and report back to the team. Nobody has to volunteer as note taker for the weekly sync.
xAI docs: Grok Bot Meetings admin control (docs) · 12 November 2026Source
Grok BotFor: Analysts and managers making high stakes decisions
Ask for a brief that separates verified facts from guesses
Before a vendor decision, Sam asks his Bot for a result with separate sections for source verified facts, assumptions, completed actions, actions awaiting approval and open questions. He also asks for direct source links and a list of anything unverified. The docs recommend this for consequential work, so he reads the brief knowing what is solid.
xAI docs: Grok Bot reviewable results and evidence (docs) · 12 November 2026Source
Claude
ClaudeFor: Team leads running retros or workshops on a paid Claude plan
Run the team retro on a shared Whiteboard and let Claude sort the notes
After a rough sprint, a team lead opens a Claude Whiteboard and asks everyone to add their notes to it. Claude groups the notes by theme and drafts action items. Nobody spends the evening copying sticky notes into a document.
Claude blog: Whiteboards (beta), retro grouped by theme with action items · 10 November 2026Source
ClaudeFor: Consultants and agencies planning with outside clients
Bring a client onto your Whiteboard with an email invite
A freelance consultant sketches a project plan on a Claude Whiteboard and clicks Share to invite her client by email. The client can join even though they are outside her organization, and everyone edits live. On Team and Enterprise plans an admin must first switch on the setting for email invitations outside the organization.
Claude Help Center docs: Whiteboards sharing with people outside your organization · 11 November 2026Source
ClaudeFor: Anyone whose Whiteboard answers feel too generic
Put the facts on the Whiteboard first, because Claude only reads the board
A product manager asks Claude to turn a Whiteboard into a launch plan and gets a thin result. The help page explains why: on a board Claude uses only what is on it, not context from connected apps. So she adds the key pictures and notes to the board, asks again, and then has Claude turn it into a doc or deck.
Claude Help Center docs: Whiteboards use only what is on the board · 11 November 2026Source
ClaudeFor: Small business owners moving a spreadsheet into Claude Sheets
Paste the table from your old spreadsheet into Claude Sheets and keep the formulas visible
A shop owner copies a price list from Excel and pastes it into a new Claude Sheet, then asks Claude to add a margin column. The formulas stay in the cells, so she can click any result and see how it was calculated. Claude Sheets has 144 functions and formulas can work across tabs.
Claude Help Center docs: Claude Sheets paste import, formulas and 144 functions · 11 November 2026Source
ClaudeFor: Marketers and ops people who start a tracker in Claude but finish it elsewhere
Build the campaign tracker in Claude Sheets, then carry on in Airtable or Asana
A marketer asks Claude for a campaign tracker with tabs, formulas and drop-downs from a single prompt. Once the structure is right, she sends it on to a partner tool the team already lives in, such as Airtable, Asana, monday.com or Smartsheet. Claude Sheets is in beta and the blog says its functionality is simple for now.
Claude blog: Sheets (beta), partner tools Airtable, Asana, monday.com, Smartsheet · 10 November 2026Source
ClaudeFor: Analysts who present metrics to busy teams
Turn this month's numbers into a narrated video for the Monday meeting
An analyst connects Claude Data to the team's warehouse, such as BigQuery, Redshift or ClickHouse, and asks for a narrated video of the month's metrics. Claude drafts it, and she reviews it before sharing. Claude Data needs a data connector and is available on all paid plans.
Claude blog: Claude Data now generally available, data stories and narrated videos · 10 November 2026Source
ClaudeFor: Dashboard editors whose team changes charts together
Roll a Claude Data dashboard back to yesterday's version after a bad edit
Someone tweaks a chart query and the revenue number suddenly looks wrong. A person with edit access opens version history, previews an earlier version, which is read-only, and restores it. Restoring applies that version for everyone and shows up as its own entry, and view-only users cannot restore.
Claude Help Center docs: Claude Data version history and rollback · 11 November 2026Source
ClaudeFor: Paralegals and admins who redact documents often
Redact a PDF with Adobe open right beside your Claude chat
A paralegal opens Adobe in Claude and asks Claude to highlight and redact a client's personal details in a PDF. She watches the edits happen in the document and approves each action as she would with any connector. This rolls out on web and in the Claude desktop app on all plans.
Claude blog: interactive connectors, Adobe PDF highlight, edit and redact · 10 November 2026Source
ClaudeFor: Project coordinators who live in a task board all day
Pin your Asana board to the sidebar and tick off tasks inside Claude
A project coordinator pins an interactive connector like Asana to her Claude sidebar and opens it without asking Claude first. She checks off tasks and updates statuses right there. Pins are saved per browser, so one made on the web will not appear in Claude Desktop, and it is not on Claude Mobile yet.
Claude Help Center docs: interactive connectors, opening and pinning to the sidebar · 11 November 2026Source
Handle time off and expense questions with the Workday plugin in Claude
An HR coordinator turns on the Workday plugin and asks Claude to help with a pile of time off requests and expense questions. The blog lists Workday among plugins with built-in skills for HR work, and it is marked beta. She checks what Claude suggests before anything is finalised.
Claude blog: Workday plugin (beta) for HR time off and expenses · 10 November 2026Source
ChatGPT
ChatGPTFor: Anyone on ChatGPT desktop (macOS or Windows) juggling several chats
Let your desktop pet tell you which chat needs you first
Maya has four chats running while she works in a spreadsheet. She turns on the floating pet in the ChatGPT desktop app and glances at it instead of tabbing around: Running, Needs input, Ready and Blocked each look different. When several chats have activity, the pet shows the most urgent state first, with Needs input at the top, so she answers the stuck one before reading the finished ones.
ChatGPT docs: floating pet status states and priority (docs) · 12 November 2026Source
ChatGPTFor: Desktop app users who want a personal touch
Hatch a custom pet that looks like your cat
Dev wants a floating companion that is not one of the built-ins. In Settings > Pets he selects Create pet, describes his grey cat in the new chat, and refreshes the Pets list when the task finishes. He should know the custom pet is stored locally in the desktop app and does not sync to ChatGPT web on its own.
ChatGPT docs: create a custom pet in Settings > Pets (docs) · 12 November 2026Source
ChatGPTFor: Personal Pro users in the Codex desktop app, 18 and older
Press Tab to accept ChatGPT's guess at your next message
After a long answer in a local thread, Rhea sees a suggested follow-up sitting in the message box and presses Tab. It becomes an editable draft, so she fixes one word and sends it, instead of retyping the obvious next question. Predictions are a beta for personal Pro plans, for users 18 and older in supported regions, using GPT-6 Astra, GPT-6.1 Sol or GPT-6.1 Terra, and generating them does not count toward usage limits.
ChatGPT docs: Composer Predictions, Tab to accept (beta, Pro, docs) · 12 November 2026Source
ChatGPTFor: Desktop app users who run long tasks beside other work
Only get a ping when ChatGPT finishes while you are in another app
Tomas finds a sound every time a task completes irritating while he is watching it. In the desktop app settings he chooses to be alerted only while ChatGPT is in the background, and keeps the separate switch on for permission requests and questions. When he wants the full picture he opens the Activity view with Cmd+Option+U on a Mac and filters by Work or Scheduled.
ChatGPT docs: notification controls and Activity view (docs) · 12 November 2026Source
ChatGPTFor: GPT creators in ChatGPT Enterprise workspaces
Turn your team's best custom GPT into a plugin before it retires
Priya built a custom GPT that checks vendor contracts, and her admin says custom GPTs are being replaced by plugins. She opens My GPTs, picks Created by me, selects Migrate to plugin, then tests it on one hard contract before sharing. The plugin starts private, the original becomes read-only, and she has to share the replacement herself because sharing settings do not copy over. Custom actions do not transfer either, so she plans to rebuild them with an app or MCP server.
ChatGPT docs: migrate a custom GPT to a plugin (Enterprise, docs) · 12 November 2026Source
ChatGPTFor: Work users who need a sourced comparison, not a quick answer
Ask Deep research to compare three ways to cut cafeteria food waste
An office manager wants more than a hunch before pitching a change. In ChatGPT Work she opens the + menu, picks Deep research, and asks for three approaches to reducing food waste in office cafeterias, comparing evidence, costs and what each would take to run. She reads the report with its sources and follows up on the cheapest option. Availability depends on the account and workspace settings.
ChatGPT docs: Deep research in Work from the + menu (docs) · 12 November 2026Source
ChatGPTFor: Designers and developers on ChatGPT desktop or web
Drop two screenshots in and ask what regressed
Lena's designer sends the new checkout screen and she has the old one. In the desktop app she holds Shift while dragging both images into the composer, says which is which, and asks for spacing and typography differences only. The guide stresses naming what each image shows and what result you want, rather than letting the pictures speak alone.
ChatGPT docs: image inputs and comparing multiple images (docs) · 12 November 2026Source
ChatGPTFor: Anyone refining decks, documents or sheets in the desktop app
Mark the confusing chart on the slide and ask for a clearer label
Sam reviews a generated deck in the desktop app preview and spots one chart whose label makes no sense. Instead of describing slide 6 in words, he selects the chart, asks for a clearer label, and says everything else stays unchanged. The selected area becomes the context, so the other slides are left alone, and he asks for the new file name and the checks run before downloading.
ChatGPT docs: annotations on generated files (docs) · 12 November 2026Source
ChatGPTFor: Students and researchers writing in LaTeX
Edit a LaTeX paper and keep the last good PDF when it breaks
Noor is finishing a thesis chapter in a .tex file. The desktop app shows source on one side and a PDF preview on the other, and rebuilds with the built-in compiler when it is available. When a stray brace breaks compilation, the last successful PDF stays visible and her source edits are kept, so she can fix the typo without losing her place.
ChatGPT docs: LaTeX source and PDF preview (docs) · 12 November 2026Source
ChatGPTFor: Desktop app power users who own a Codex Micro
Approve or decline a request with a physical key on your Codex Micro
Jo keeps a Codex Micro beside her laptop. Six agent keys light up per chat: amber means a chat needs input, green means complete with an unread update, red means error. She presses the Approve or Decline command key without switching windows. It is a limited run made with Work Louder, works with the ChatGPT desktop app, and on a Mac it needs Input Monitoring allowed.
ChatGPT docs: Codex Micro agent keys and command keys (docs) · 12 November 2026Source
OpenAI Codex
OpenAI CodexFor: Platform engineers running Codex CLI on Vertex AI
Expect lighter tool traffic when Codex runs on Vertex AI
Your platform team runs Codex against Google Cloud Vertex AI and wonders why requests changed after updating. Version 0.167.2 now sends tool updates incrementally by default on Vertex AI. If something looks off on your setup, you can opt out by setting incremental_tools_legacy_gcp = false under [features] in config.toml.
OpenAI Codex changelog: Codex CLI 0.167.2 incremental tool updates on Vertex AI · 11 November 2026Source
OpenAI CodexFor: Developers watching Codex tasks from an iPhone
Type a correction on your phone and have the running task change course
You kick off a refactor, glance at your iPhone on the bus and realise you named the wrong module. In ChatGPT for iOS 1.2026.300, a follow-up now steers the running task by default unless you choose otherwise. You fix the course in one message without waiting for the run to finish.
OpenAI Codex changelog: ChatGPT for iOS 1.2026.300 follow-ups steer by default · 2 November 2026Source
OpenAI CodexFor: Engineers onboarding Codex CLI on Google Cloud
Walk through Vertex AI sign-in with Application Default Credentials
A new hire needs Codex talking to your company's Google Cloud project and does not want to hand-edit config files. In Codex CLI 0.167.0, Vertex AI setup appears under Sign in another way with the gcp_setup_wizard flag. It supports Application Default Credentials or a credential file, so they can finish setup in a few minutes.
OpenAI Codex changelog: Codex CLI 0.167.0 Vertex AI setup wizard · 6 November 2026Source
OpenAI CodexFor: Codex CLI users who edit long prompts
Delete text without Codex suddenly treating your draft as a shell command
You are editing a long prompt and trim the start, and the next character happens to be an exclamation mark. Codex CLI 0.167.0 fixes this: deleting text that exposes a leading ! keeps your draft as an ordinary chat message. You carry on writing instead of accidentally flipping modes.
OpenAI Codex changelog: Codex CLI 0.167.0 leading ! keeps chat mode · 6 November 2026Source
OpenAI CodexFor: Developers running long Codex CLI sessions on shaky connections
Let compaction kick in at the right time after a flaky model call
On a bad-network day a few of your responses fail halfway, and you worry the thread will overflow before Codex trims it. Codex CLI 0.167.0 makes automatic compaction account for output from failed responses and responses with missing usage data. Long sessions stay healthier even when the connection is not.
OpenAI CodexFor: Front end developers reviewing Codex output on iPhone
See the screenshot Codex produced even when it used a relative path
Codex renders a before and after image of your UI and refers to it as ./out/after.png. In ChatGPT for iOS 1.2026.300, images with relative paths load from the directory where the original turn ran. You check the result from your phone without asking Codex to move the file.
OpenAI Codex changelog: ChatGPT for iOS 1.2026.300 relative-path images load · 2 November 2026Source
OpenAI CodexFor: Engineering leads checking Codex charts on iOS
Read the numbers on a Codex chart from your phone
You ask Codex to chart build times by week and open the answer on your iPhone. In ChatGPT for iOS 1.2026.300, chart labels and bars in inline visualizations are visible again. You can read the slow week at a glance and share it with your team.
OpenAI Codex changelog: ChatGPT for iOS 1.2026.300 inline chart labels and bars · 2 November 2026Source
OpenAI CodexFor: Developers and researchers reading long Codex answers on iPhone
Jump back to reference number three in a long Codex answer
Codex gives you a long research summary with numbered references, and you want to check source three after reading on. ChatGPT for iOS 1.2026.300 lets you revisit numbered references. You verify a claim in seconds instead of scrolling.
OpenAI Codex changelog: ChatGPT for iOS 1.2026.300 revisit numbered references · 2 November 2026Source
OpenAI CodexFor: Codex CLI users who dictate prompts by voice
Mute your mic with F9 after the /keymap leader key change
You use Codex CLI voice on a call-heavy day and the old mute shortcut now clashes with your leader key. In Codex CLI 0.163.0 the /keymap leader key defaults to Ctrl+X and voice mute moved to F9. You mute in one press when a colleague walks in.
OpenAI Codex changelog: Codex CLI 0.163.0 voice mute moved to F9 · 15 October 2026Source
Hit interrupt and have Codex stop its running Code Mode cells too
Codex starts a Code Mode script that is clearly going the wrong way, and you press interrupt. In Codex CLI 0.163.0, interrupts also stop active Code Mode cells, not just the chat reply. You get your terminal back without hunting for leftover work.
Google GeminiFor: Developers building triage or moderation pipelines on the Gemini API
Sort incoming support screenshots into yes or no with the Decisions API
A developer who gets a flood of screenshot bug reports points gemini-decision-1 at each image and asks a binary question, such as whether it shows a payment error. The Decisions API gives back a calibrated decision across text, images, audio, video or PDFs with zero output tokens. That makes a fast first-pass triage filter, and only the unclear ones go on to a bigger model.
Gemini API changelog: Gemini Decision and Decisions API · 11 November 2026Source
Google GeminiFor: Freelancers and team leads who report from spreadsheets
Share a Sheets canvas dashboard with a client without sharing the spreadsheet
Someone who built a kanban board or dashboard as a canvas tab in Sheets clicks the publish icon and picks Publish canvas. Viewers get a read-only link with its own audience setting, so the client never sees the source sheet. You can choose whether it republishes automatically when the sheet changes or stays a snapshot, and it works in Sheets on the web for Business, Enterprise and Google AI Pro or Ultra.
Google Workspace Updates: publish a Sheets canvas as a standalone link · 11 November 2026Source
Google GeminiFor: iPhone users who commute by car and need practice time
Rehearse tomorrow's presentation out loud on the drive using Gemini on CarPlay
An iPhone user with a talk the next morning taps the Gemini icon on the CarPlay screen and rehearses the pitch with Gemini Live, interrupting whenever a thought changes. It is hands-free and voice only, and the conversation syncs to the Gemini app so they can review it after parking. It is rolling out globally to iOS users in every supported Gemini Live language, as long as the phone has the latest app and Gemini Live has been used once.
Google Blog: Gemini on Apple CarPlay rolling out globally · 11 November 2026Source
Google GeminiFor: Pixel 10 and 11 owners who drive and juggle plans by text
Get the class address offered to a friend with one tap in Android Auto
A friend texts to ask where to meet for a class, and Gemini on Android Auto finds the confirmation email and suggests sending the address. You approve it with one tap instead of digging through your inbox while driving. Google says this is coming soon, and only to Pixel phones with Gemini Intelligence, which currently means the Pixel 10 and Pixel 11 series.
9to5Google: proactive Gemini suggestions coming to Android Auto on Pixel · 11 November 2026Source
Google GeminiFor: Smart display owners who ask quick questions while cooking or cleaning
Ask your Nest Hub how to fold a fitted sheet and see pictures in the answer
Someone in the kitchen asks the Nest Hub a how-to question and the answer now comes with relevant images when helpful, so it can be taken in at a glance. The November Google Home update also makes Gemini for speakers faster on timers and broadcasts, though that part is still early access and only for enrolled users. It is rolling out now.
9to5Google: Google Home update, Nest Hub images and Gemini for speakers · 11 November 2026Source
Google GeminiFor: Google AI Ultra subscribers with demanding analysis work
Give your hardest reasoning problem to Gemini 4 Carbon in the Gemini app
A Google AI Ultra subscriber facing a gnarly multi-step analysis opens the model picker and chooses Carbon, labeled Most complex work, while Argon stays the pick for everyday coding and knowledge work. Carbon is also available in AI Mode and Antigravity. Gemini 3.1 Pro has been removed from the app.
9to5Google: Gemini 4 Carbon rolling out to the Gemini app for AI Ultra · 10 November 2026Source
Google GeminiFor: Business and Education Workspace users automating follow ups
Make a Workspace Studio flow wait until Monday 8 AM before it nudges a client
Someone builds a Google Workspace Studio flow that sends an intro and then hits a Wait until step set to next Monday at 8 AM before the follow up goes out. The step works inside Check if branches and Repeat for each loops, and pauses can last up to 14 days. While paused, the Activity tab shows the scheduled resume time and time zone.
Google Workspace Updates: Wait until step in Workspace Studio · 10 November 2026Source
Google GeminiFor: Developers building video features into apps on the Gemini API
Animate between two product photos using first and last frame in Omni 1.2 Flash
A developer feeds gemini-omni-1.2-flash a starting image and an ending image and asks for a 3 to 10 second transition between them. They can add up to 6 reference images to keep a character or product consistent, and extend a clip by 3 to 10 seconds per turn up to 30 seconds total. Video output is priced at $12.00 per 1M tokens, 30% lower than before.
Gemini API changelog: Gemini Omni 1.2 Flash generally available · 5 November 2026Source
Google GeminiFor: Developers running semantic search on Gemini embeddings
Swap gemini-embedding-2-preview for gemini-embedding-2 without re-indexing
A developer with a search index built on the preview embedding model sees requests now route to gemini-embedding-2 at its rates. Because the schema, pricing and embedding space are unchanged, they only update the model string and skip re-indexing their vectors. It is a quick tidy up that avoids a surprise later.
Gemini API changelog: Gemini Embedding 2 Preview deprecated · 6 November 2026Source
Google GeminiFor: Developers who build and share Gemini CLI extensions
Validate your Gemini CLI extension before you share it with the team
An engineer who wrote a Gemini CLI extension runs the new extension validation command in v0.68.0 to catch mistakes before colleagues install it. The same release maps SubagentStop hook events, shows a countdown during 429 rate limit cool-downs, and adds a rootless Podman flag, --userns=keep-id, for sandboxes. It is marked Latest, released November 10.
AI image generationFor: Solo creators and small studios who batch lots of draft images
Plan a week of thumbnail drafts around Higgsfield's Unlimited toggle
A solo YouTuber sees the Higgsfield 11.11 offer and works out which jobs are worth running in the web app. On higgsfield.ai she flips the Unlimited toggle in the generation panel and bangs out thumbnail drafts with Nano Banana Pro at up to 2K, which use no credits and run in the standard queue. She keeps anything sent through MCP, CLI, Canvas or Supercomputer for last, because the page says those still cost credits. Bonuses do not renew, so she finishes the batch before they expire.
Higgsfield blog: 11.11 Deals, Unlimited image models and how the toggle works · 11 November 2026Source
AI image generationFor: Freelance designers and agencies with security minded clients
Send your client the security reports before you make their visuals on Higgsfield
A freelance designer is asked by a cautious client where their brand files will go when she generates campaign visuals on Higgsfield. Instead of guessing, she points them to the Trust Center, where customers can request the SOC 2 Type II report, the GDPR Compliance Audit Report and the Attestation of GDPR Compliance. The announcement also lists a Data Processing Agreement and Standard Contractual Clauses for applicable international transfers. The client gets paperwork to review and she gets the green light to start.
Higgsfield blog: SOC 2 Type II audit and independent GDPR assessment · 11 November 2026Source
AI image generationFor: Photographers and retouchers editing portraits in Photoshop
Add a window glow to a flat portrait with Relight in Photoshop
A photographer has a dull studio portrait and wants it to look like late afternoon light is coming in from the side. In Photoshop she uses Relight to add a new light source, then drags its position, colour and brightness until it feels right. Because the lights blend into the scene non-destructively, she can change her mind the next morning without redoing anything.
Adobe blog: Photoshop Relight, Adobe MAX 2026 announcements · 10 November 2026Source
AI image generationFor: Social media managers and designers polishing product photos
Dial a Generative Restyle up or down with a slider instead of re-prompting
A social media manager wants a product photo to feel more like a warm vintage film shot, but not too much. She describes the look in Prompt to edit in Photoshop, turns the result into a layer, and drags the generated slider to find the right intensity. No second or third prompt needed, so the version she shows her boss is the one she actually likes.
Adobe blog: Photoshop Generative Restyle with intensity slider · 10 November 2026Source
AI image generationFor: Travel bloggers and photographers cleaning up busy shots
Remove a stray person and their shadow and reflection in one go
A travel blogger has a beach shot ruined by a stranger walking through it. With Photoshop's updated Remove tool, taking out the object also takes out the associated bits the page lists, such as footprints, reflections, shadows and waves. She skips the fiddly second pass of cleaning up the leftovers by hand and posts the photo the same afternoon.
Adobe blog: Photoshop Remove tool detects related elements · 10 November 2026Source
AI image generationFor: Volunteers and small teams reusing old flattened artwork
Make the text in a flattened poster editable with Convert to Text Layers
A club secretary only has a flattened JPG of last year's event poster and needs to change the date. In the Photoshop beta app she uses Convert to Text Layers, which extracts the text from the flat image into an editable type layer. She retypes the new details and exports, instead of rebuilding the whole poster from scratch. It is a beta feature, so she keeps the original file safe first.
Adobe blog: Photoshop beta Convert to Text Layers · 10 November 2026Source
AI image generationFor: Teachers and educators making visual learning material via the API
Illustrate a real local bird guide with Nano Banana 2.1 and search grounding
A teacher building a school nature board asks Nano Banana 2.1 through the Gemini API for an illustrated card of a real bird species. She turns on Grounding with Google Web and Image Search so the model has real references to check, and picks a higher thinking level (minimal, medium or high) for the tricky markings. The model accepts text, image, video and PDF as input, so she also drops in a PDF of the local wildlife leaflet. Cards come out as images with text, ready to print.
Google AI Studio docs: Nano Banana 2.1 search grounding and thinking levels · 12 November 2026Source
AI image generationFor: Estate agents and interior stylists mocking up room ideas
Show a buyer a repainted living room with Ideogram 4.5 Precise Edit
An estate agent has a photo of a dated living room and wants buyers to picture a fresher look. She uses Ideogram 4.5 Precise Edit with its interior design edit category, which changes part of the image and leaves the rest untouched. Prices on the page run from $0.008 to $0.22 per image depending on quality, so she tries a cheap Very low draft first and moves up to a better quality for the final one. She labels the picture as an AI visualisation.
Ideogram docs: Ideogram 4.5 Precise Edit interior design category and pricing · 12 November 2026Source
AI video generation
AI video generationFor: Agency ops leads and in-house counsel vetting AI video vendors
Clear Higgsfield with your procurement team using the new SOC 2 and GDPR reports
Your agency wants to roll AI video into client work, but the security questionnaire keeps stalling the sign-off. Higgsfield just announced it completed an independent SOC 2 Type II audit and a GDPR assessment, and customers can request the SOC 2 report, the GDPR Compliance Audit Report and the Attestation of GDPR Compliance through its Trust Center. Pull those three documents, attach them to your vendor file, and ask about the Data Processing Agreement and Standard Contractual Clauses it describes. Check the audit dates and scope yourself, because the announcement does not state the review period.
Higgsfield blog: SOC 2 Type II audit and GDPR assessment, reports via Trust Center · 11 November 2026Source
AI video generationFor: Small studios and freelancers with a backlog of short clips
Run a two week Seedance 2.5 sprint with Higgsfield's 11.11 Unlimited bonus
A small studio with a backlog of product teasers takes the 11.11 offer on an annual Ultra plan, which comes with 14 days of Unlimited Seedance 2.5 at up to 30 seconds and 1080p. They flip the Unlimited toggle in the generation panel on higgsfield.ai and batch out every concept they have been putting off, since those runs do not deduct credits. They plan around two catches from the page: generations go through the standard queue, and anything run through MCP, CLI, Canvas or Supercomputer still uses credits.
Higgsfield blog: 11.11 deals, Unlimited Seedance 2.5 bonus by plan · 11 November 2026Source
AI video generationFor: YouTubers and small brands wanting a distinctive visual style
Make a felt craft or pixel art intro for your channel with Kling 4.0
A cooking creator wants an intro that does not look like every other glossy AI clip. Kling 4.0 lists stylized generation, including felt, pixel art, retro DV and cyberpunk looks, so she writes the style plainly into her prompt and describes the lighting and materials instead of vague words like cinematic. She generates a 10 second clip, which is the default length, and keeps the winner as her opener.
Kling 4.0 User Guide: stylized generation (felt, pixel art, retro DV) · 4 November 2026Source
AI video generationFor: Corporate video teams and ad editors fixing casting changes
Swap two characters in one finished clip with Kling 4.0 video editing
A training team has a decent clip of two colleagues at a desk, but the casting changed. In Kling 4.0 video editing they upload the clip as the primary video, write "Edit @Video1" in the prompt, and ask it to replace both characters in one pass. The guide lists replacing multiple characters and scenes as an editing action, so they avoid a full re-shoot.
Kling 4.0 User Guide: video editing, replace multiple characters and scenes · 4 November 2026Source
AI video generationFor: Shop owners and marketers with a costumed or branded character
Turn a short mascot costume clip into a reusable Kling 4.0 element
A bakery owner films a short 3 to 8 second clip of a person in the shop mascot costume and uploads it as a video element in Kling 4.0 Omni Reference. A task can take up to 7 elements, 3 of them video, and video elements share the same video quota as other video inputs (up to 5 clips, 30 seconds combined). She then references the element, such as @Element1, in her prompt to add the mascot to new scenes, and checks the results herself for consistency.
Kling 4.0 User Guide: Omni Reference elements, video elements from 3 to 8 seconds · 4 November 2026Source
AI video generationFor: Brand and marketing managers using AI assistants with Runway
Let your AI assistant pull your Brand Kit logos into a Runway video brief
A marketing manager asks her assistant for a launch teaser and wants the right logo and palette in it. Runway MCP now lets agents find your Brand Kits and use their assets as references, so the assistant grabs the kit without her pasting files around. The kits are read-only through MCP, so she keeps any edits to them in the Runway app.
Runway changelog: Brand Kits in Runway MCP (read-only references) · 22 September 2026Source
AI video generationFor: Online sellers building product videos from phone photos
Cut a product out of its busy background before it goes into a Runway scene
A seller has a good photo of a candle on a messy kitchen counter. Through Runway MCP, BiRefNet v2 automatically detects the foreground and removes the background, which the changelog says suits product shots and composites. She then uses the clean cutout as the reference for her product video instead of fighting the counter in every generation.
Runway changelog: BiRefNet v2 background removal in Runway MCP · 15 October 2026Source
AI video generationFor: Podcasters and social editors who want clips with sound in one step
Make a 20 second clip with built in sound using FLUX 3 Max in Krea
A podcast host needs a visual loop for a trailer and does not want to pair a silent clip with a separate audio tool. Krea lists FLUX 3 Max generating video clips of 5 to 20 seconds with audio, so he picks a length that fits his trailer and generates picture and sound together. One run, one file to review.
Krea changelog: FLUX 3 Max generates 5 to 20 second video with audio · 20 October 2026Source
AI video generationFor: Freelancers and small teams watching compute spend
Ask for a price quote before your assistant renders a batch of Krea videos
A freelancer lets an AI assistant plan a dozen video generations for a client, but he wants to know what it will burn first. Krea added MCP preflight that quotes a generation's cost without running it, and Agent and MCP can quote costs before running. He has the assistant quote each job, trims the plan to fit the budget, and only then approves the renders.
Krea changelog: MCP preflight cost quotes before generating · 19 October 2026Source
AI video generationFor: Developers building apps that deliver AI video by link
Get a shareable public link for a Grok Imagine video in the same API request
A developer builds a small app that makes a short clip from a customer's photo and needs to email a link. With the xAI video API she feeds in a stored file by its ID, saves the generated video to the Files API, and creates a permanent public URL in that same request. Her app skips the download and re-upload step and just sends the link, and she remembers that requests are asynchronous so it polls until the status reads done.
xAI docs: Grok Imagine video generation, Files API integration and public URL · 12 November 2026Source
Claude Code
Claude CodeFor: Developers on slow or shared drives
Trust the git status Claude sees when git itself is broken
A developer opens a repo on a flaky network drive where git status sometimes errors out. Before, Claude could start the session believing the tree was clean. Now the session-start git status reads as unavailable when the command fails, so Claude knows to run its own check instead of assuming nothing changed. Fixed in the same release: the first listed file no longer shows as staged when it was not.
Claude Code changelog 2.1.321: git status shown as unavailable on failure · 9 November 2026Source
Claude CodeFor: Developers who switch branches or stash mid-session
Keep your project skills after a git stash brings the folder back
Say you stash your work to test something on a clean tree, and the .claude folder vanishes for a minute. Previously your project skills, commands and agents could stay missing after the folder returned. This release fixes that, including after entering a worktree, so you stop restarting the session to get your slash commands back. It is a small fix that matters if you stash often.
Claude Code changelog 2.1.321: project skills restored after folder removal · 9 November 2026Source
Claude CodeFor: Team leads who maintain deny rules
Get the same safety checks when Claude calls /bin/cp instead of cp
A security-minded lead has deny rules on certain folders and worries Claude will sidestep them by typing a full path to a command. In this release, cp and mv written as a path such as /bin/cp get the same path checks as plain cp and mv. Deny rules and protected-file prompts also now apply to the file a cp or mv into a directory writes. The lead can keep the rules simple.
Claude Code changelog 2.1.321: cp and mv path checks and deny rules · 9 November 2026Source
Claude CodeFor: IT admins managing Claude Code sign-in
Check your sign-in and provider rules now that Ultra is named
An IT admin who restricts which login providers staff may use notices the setting descriptions have changed. The allowedProviders setting description now names Ultra alongside Pro and Max, and forceLoginMethod covers every paid Claude plan. The upgrade prompt also reads Upgrade to Max or Ultra. The admin can reread their managed settings and confirm they still match the plans they pay for.
Claude Code changelog 2.1.321: Ultra named in allowedProviders and forceLoginMethod · 9 November 2026Source
Claude CodeFor: Anyone who switches models often
Find an older model in /model without the numbers shifting
You type /model out of habit and press 2 for your usual pick. The picker now puts More models as an unnumbered row below everything else, and older models open under it without renumbering the rest. Your muscle memory for the top choices stays safe, and the older ones are one step away when you need to compare.
Claude Code changelog 2.1.321: /model picker More models row · 9 November 2026Source
Claude CodeFor: Developers running background sessions in worktrees
Read why a background worktree session failed to start
A developer launches a few background sessions with claude --bg --worktree and one never gets going. In agent view, that row now shows the error from its beginning instead of an internal tag or just the last 200 characters. That makes it quick to see, say, a branch problem and fix it. No digging through logs to work out what happened.
Claude Code changelog 2.1.321: agent view shows worktree setup errors · 9 November 2026Source
Claude CodeFor: Designers and QA people sending many screenshots
Work through a long design review with many screenshots
A designer pastes dozens of screenshots into one session for a UI audit. When more images are attached than fit in one request, Claude is now told whether it has already seen a dropped image, and repeat reads of an unchanged image are limited. So it can say it needs to look again instead of guessing. Plan on re-attaching only the shots that matter.
Claude Code changelog 2.1.321: handling of images beyond the per-request limit · 9 November 2026Source
Claude CodeFor: Developers who run workflows and interrupt them
Pause a running workflow and have Claude know it
A developer starts a multi-step workflow, then stops it to check something. Earlier, Claude was not told, so it might say the workflow was still running. Now Claude learns when you stop or pause a workflow, and the conversation stays truthful. That keeps a half-finished run from being reported as ongoing when you pick things up later.
Claude Code changelog 2.1.321: Claude told when a workflow is stopped or paused · 9 November 2026Source
Claude CodeFor: Anyone steering a long session from a phone
Queue a thought from your phone without interrupting the running turn
You are away from your desk, watching a long session through Remote Control on your phone, and you think of a follow-up. A message sent with Queue for later used to reach Claude in the middle of the running turn. That is fixed in this release, so queued messages wait their turn. You can leave notes for Claude without derailing the work in progress.
Claude Code changelog 2.1.321: Remote Control Queue for later fix · 9 November 2026Source
Claude CodeFor: Developers letting Claude run shell commands
Stop parallel shell commands running in the wrong directory
Claude sometimes sends several Bash commands at once, and one of them changes folders. Before this release, a later command could end up running in the wrong folder. That is fixed, so a test run or a delete no longer lands somewhere you did not expect. It is the kind of bug you only notice when a file goes missing, so worth updating for.
Claude Code changelog 2.1.321: Bash commands no longer run in the wrong folder · 9 November 2026Source
Meta Muse
Meta MuseFor: Podcasters, journalists and researchers who record interviews
Transcribe a two-person interview with speaker labels already attached
A podcaster converts her interview recording to mono 16-bit PCM at 16 or 24 kHz, then sends the file to Muse Voice Transcribe on the Meta Model API in DIARIZATION mode. She gets a transcript split into turns with speaker labels and per-turn timestamps, so she is not hunting for who said what. The page notes support for 25+ languages and says diarization covers non-overlapping speech only, so she checks crosstalk by ear.
Meta developer blog (docs): Muse Voice Transcribe, speaker diarization · 3 September 2026Source
Meta MuseFor: Developers building live captions or voice agents
Add live captions to a small online event with streaming transcription
A developer running a weekly community call wires a microphone into the streaming endpoint of Muse Voice Transcribe. Partial transcripts arrive over WebSocket as people talk, and each one replaces the last, so the captions update in place on screen. Keyword biasing helps with product names, though the page says it does not guarantee the exact spelling.
Meta developer blog (docs): Muse Voice Transcribe streaming and keyword biasing · 3 September 2026Source
Meta MuseFor: Software developers using Muse Code on large codebases
Run a team of subagents on a big refactor and watch them in /workflows
A developer facing a large cleanup asks Muse Code to coordinate a team of subagents instead of grinding through it in one chat. She monitors and controls them in /workflows, and saves the setup so she can run the same workflow on the next repo. It turns a weekend of tedious edits into something she supervises.
Meta developer blog (docs): Muse Code workflows with subagents · 31 August 2026Source
Meta MuseFor: Developers who experiment a lot with Muse Code
Undo a bad turn in Muse Code with a double Esc rewind
Halfway through a feature, a developer realises the last few prompts sent Muse Code down the wrong path. She taps Esc twice and rolls the conversation back to an earlier safe point. Muse Code asks for confirmation before undoing work, so nothing disappears by accident.
Meta developer blog (docs): Muse Code rewind with double Esc · 31 August 2026Source
Meta MuseFor: Developers working across a backend and frontend at once
Let two Muse Code sessions pass notes without leaving your machine
A developer keeps one Muse Code session on the backend and another on the frontend. Using inter-session messaging, the sessions send messages to each other over a local Unix socket, so the API change in one reaches the other. The page says nothing crosses the network, which matters for private projects.
Meta developer blog (docs): Muse Code inter-session messaging · 31 August 2026Source
Meta MuseFor: Online sellers and developers building product graphics
Build a for-sale product grid and update the prices after the sale
A small shop owner uses the Muse Image API to generate a grid of products with price labels baked in. When the sale starts she sends one edit call that changes the price tags and adds strikethroughs, rather than rebuilding the whole picture. The authors note text rendering varies between runs, so she keeps the version she approved.
Meta developer blog (docs): Muse Image API edits with price labels · 25 August 2026Source
Meta MuseFor: Illustrators and storytellers prototyping comics
Make a comic strip where the same character shows up in every panel
An illustrator feeds a reference image of her character into the Muse Image API and asks for a series of panels with speech bubbles. Anchored composition keeps the character, style and setting consistent from panel to panel. She picks tall or wide ratios depending on whether a panel is a close-up or an establishing shot.
Meta developer blog (docs): Muse Image anchored composition and speech bubbles · 25 August 2026Source
Meta MuseFor: Anyone with old or cluttered family photos
Restore an old family photo and erase the stranger who walked into it
Someone digs out a faded photo of her grandparents and asks Meta AI with Muse Image to restore it. On a holiday snap she then asks it to erase a photobomber, and uses the markup icon to circle the spot she means. It is free for everyday creation in Meta AI, with more extensive creation on paid plans.
About Meta: Muse Image, photo restoration, photobomber removal and markup · 7 July 2026Source
Meta MuseFor: Pet owners and casual creators who like playful edits
Blend your dog into a famous painting using several photos at once
A pet owner gives Muse Image a photo of her dog and asks to see it inside a famous painting. The model plans the layout, looks up real-time web context and combines the visual references. She then refines it in the same chat by swapping the art style, and shares the result to chat or stories.
About Meta: Muse Image, multi-photo blending · 7 July 2026Source
Meta MuseFor: Friends and family who like sharing photo trends
Send a Muse Image preset to a friend so they can try it on their own photo
After finding a claymation look she loves in the presets panel, a user shares that preset with a friend. The friend opens it and applies the same style to her own photos without writing a prompt. It turns a group chat into a small creative game.
About Meta: Muse Image presets you can share · 7 July 2026Source
OpenAI Dots
OpenAI DotsFor: Enterprise security reviewers and admins
Tell your security team how long a dot's cloud computer snapshots live
Before a pilot, Ines is asked how long the dot's cloud computer data sticks around. The security page says deleting a dot removes its cloud computer data, disks, browser state and snapshots within 30 days. For active dots, snapshots are wiped on a five day cycle with a seven day maximum only in eligible workspaces with residency or EKM. Otherwise there is no maximum age for an active dot's snapshots, and customers cannot currently request an early purge.
Read the warning when safety monitoring pauses your dot's task
Kofi comes back to a task that stopped halfway with a warning on it. Safety monitoring watches for things like attempts to bypass a safeguard or acting outside instructions, and it can pause or stop a task. He opens Activity View, reads the warning, corrects the instruction and only then asks the dot to continue.
Do not assume turning off local access stops a task already running
An admin switches off Allow local computer access after spotting something odd. For dots, the guide says a local task that was already authorized may still finish, so the admin should not assume the instant interruption Work gets. She checks the connected computer and the running task directly, and confirms containment rather than trusting the toggle.
OpenAI dots docs: local access disabled while a task runs (docs) · 12 November 2026Source
OpenAI DotsFor: Dot owners with a connected computer
Restart the local job yourself after your computer's access is cut
Aya's dot has a local Codex job running when her access to the computer changes mid task. The dot may carry on in its cloud computer, but a local child task without access cannot resume there and is not moved to the cloud. She reconnects the computer, or asks the dot to start the job again, instead of waiting for it to finish itself.
OpenAI dots docs: local child tasks after a connection change (docs) · 12 November 2026Source
OpenAI DotsFor: Enterprise workspace owners
Create one admin key for usage and a separate one for dots logs
Marta needs numbers for the finance team and records for the compliance team. In Credentials > Admin keys she creates one key with enterprise.analytics.usage.read for unified usage reporting and another with CODEX_LOG access for dots compliance records. Only a workspace owner can grant the broad compliance or Conversation messages access, so finance never ends up holding it.
OpenAI dots admin guide: admin key scopes for usage and logs (docs) · 12 November 2026Source
After deleting a departed employee's dot, Vik assumes everything is gone. The guide says deleting removes the cloud browser and computer but not the user's plugins, so Gmail or Slack authorizations still live on. He asks each service admin to revoke the app authorizations and end website sessions the cloud browser used, then checks it in the issuing service.
OpenAI dots security docs: deletion does not remove user-level plugins (docs) · 12 November 2026Source
OpenAI DotsFor: Dot owners tidying up connections
Disconnect Drive from your dot, then remember its notes may stay
Carla disconnects Google Drive from her dot because a project ended. Disconnecting stops future reads through that connection, but information the dot already saved may remain in its memory. If something sensitive had been read, she plans around that, because only resetting or deleting the dot removes dot owned memories.
OpenAI dots security docs: disconnecting an app versus saved memory (docs) · 12 November 2026Source
OpenAI DotsFor: Enterprise admins handling an incident
Collect these details before you open a support case about a runaway dot
A dot's owner has left and activity continues. Before opening an OpenAI Support case, Tariq gathers the workspace ID, the employee email, the dot or task IDs, the actions taken, timestamps with time zone, and the last observed activity. The page notes that Support can guide the admin but cannot act directly on the workspace's dots.
OpenAI dots security docs: support case checklist for departures (docs) · 12 November 2026Source
OpenAI DotsFor: Enterprise admins managing the dots inventory
Resume paused dots without waking the ones owners paused themselves
After a quiet month Hana resumes the dots she paused as an admin. Resume restores the previous user state, so an active dot becomes active again and billing resumes, while a dot the member had paused stays paused. She checks the Dots inventory afterward to see which ones are running and which are still waiting on their owners.
OpenAI dots admin guide: admin pause and resume states (docs) · 12 November 2026Source
OpenAI DotsFor: Enterprise compliance and audit teams
Do not read a missing output in a dots log as a failed action
Ben audits a browser step in the Compliance API export and finds a TOOL_CALL_SUGGESTED record with no output, even though the status says completed. The security page warns that output can be missing in these records, and that plugin calls show up as APP_MCP_CALL and APP_MCP_RESULT instead. He checks the destination service, like the Slack channel, before writing up what happened.
OpenAI dots security docs: Compliance API record types and gaps (docs) · 12 November 2026Source
Claude Duet
Claude DuetFor: Subscription business owners acting on churn findings
Ask Duet to set up the two-week free shipping test after it explains the cancellations
A subscription founder asks Duet why churn rose from 2.6% to 3.4% after a shipping price change. Duet finds that free shipping over $40 would have kept about 7 in 10 of those customers and proposes a two-week test. She asks Duet to set the test up instead of doing it herself.
Claude product page: Claude Duet East Bay churn sample, proposed two-week test (docs) · 12 November 2026Source
Claude DuetFor: Owners opening a new location
Let Duet keep watching an install date that slips for your new location
A cafe owner is opening a second site and the espresso machine install slips to November 10. In the sample, Duet notes the slip and says it is monitoring it as part of the opening checklist. She stops chasing the vendor and waits for Duet to say if anything changes.
Claude product page: Claude Duet Chicago opening sample, install date monitoring (docs) · 12 November 2026Source
Claude DuetFor: New Duet users in the research preview
Spot-check Duet's morning brief against your inbox for the first week
A new Duet user reads the brief each morning and then glances at her inbox. Anthropic says Duet may misread a thread or misjudge urgency, and may miss things that arrive between check-ins. After a week she knows how far to trust its flags.
Claude blog: Introducing Claude Duet, known limitations of the morning brief · 21 October 2026Source
Claude DuetFor: People moving from Claude chats to Duet
Skim what Claude already remembers about you before you open Duet
A freelancer is about to invite Duet into her workday. The safety article says Duet also uses memory from her Claude account, so details Claude remembered from earlier chats are visible to it. She reviews Claude's memory first and removes what she would rather Duet not see.
Claude: Duet safety article, Duet uses memory from your Claude account · 23 October 2026Source
Claude DuetFor: Multi-location food and retail owners
Let Duet show which location caused the weekend's wrong deliveries
A food business owner opens her brief and sees 27 wrong-delivery orders over the weekend, 19 of them at one location. Duet has already drafted the refunds. She calls that location's manager first, because the problem is not spread evenly.
Claude product page: Claude Duet morning brief, wrong-delivery orders by location (docs) · 12 November 2026Source
Claude DuetFor: Owners with a few big wholesale accounts
Have Duet flag the wholesale account at risk before renewals come around
A wholesale owner keeps a daily Duet page that lists a wholesale line of $1.3M renewing before March. It shows one account at risk, named Northfield. She sees it every morning and reaches out well before the renewal talk.
Claude product page: Claude Duet Marlo Pulse dashboard, wholesale account at risk (docs) · 12 November 2026Source
11 November 2026 (101 ideas)
Grok Bot
Grok BotFor: Developers and ops people who want a Bot to react to their own scripts
Let your nightly script wake a Bot with a webhook
Say a script of yours finishes a nightly export and you want a Bot to check the numbers right after. Ask the Bot that should own the job to build a routine, then open its Webhook section on desktop to get a URL, a secret key and a ready to copy authorization header. Your script sends an HTTP POST with that header and an optional JSON body, and a 200 reply means the run started, not that it finished. Any other reply means nothing ran, and failed runs are not retried, so resend the call or press Test.
Grok BotFor: Anyone with a repetitive browser task that is hard to explain in words
Show your Bot a browser chore once instead of typing out the steps
Instead of describing a fiddly portal workflow, do it yourself while the Bot records your visible screen activity for up to ten minutes. Microphone audio is not captured, and the Bot turns what it saw into a draft skill. Then you add decision rules and failure handling, test it on safe data, and keep passwords off screen by using the secure handoff. It is desktop only, may roll out gradually, and if you do not see it you can ask the Bot to build the skill from written instructions.
xAI docs: Grok Bot skills, teach by demonstration · 11 November 2026Source
Grok BotFor: US based people who dread calling businesses during the workday
Have your Bot phone the dentist while you stay in the meeting
You need to move an appointment but cannot step out to call. Your Bot can place a phone call to a business, in the US only, once you accept the calling terms and approve that specific call. You can end the call, take over, or answer a question the Bot cannot handle, and afterwards you can read the transcript and play the recording.
xAI docs: Grok Bot phone calls to businesses · 11 November 2026Source
Grok BotFor: iPhone users who think of tasks while their hands are full
Dictate a task to your Bot through Siri without opening the app
On iPhone, Grok Bot adds Siri and Shortcuts actions: List Bots, Send Message, Start Dictation and Start Voice Chat. Start Dictation works without opening the app as long as the phone is unlocked, and shows a Live Activity on the Lock Screen and in the Dynamic Island with cancel and send buttons. So you can talk a half formed task into the right Bot while you are walking out the door. It needs iOS 18 or later and a plan that includes Grok Bot.
xAI docs: Grok Bot for mobile, Siri and Shortcuts · 11 November 2026Source
Grok BotFor: iPhone users who want one chat to handle reminders and the house
Ask your Bot to put the reminder on your iPhone and dim the lights
In your own chat with a Bot you own, with Grok Bot open on your phone, the Bot can reach into the phone itself. On iPhone it can add, change and check off Reminders and control Home accessories such as lights and blinds, and on both platforms it can work with your calendar. Pre-approve apps under Settings, Connect apps, or approve a permission card when it appears. This does not work in group chats, Slack or with shared Bots.
xAI docs: Grok Bot for mobile, phone app access · 11 November 2026Source
Grok BotFor: On call engineers and small product teams
Start a Bot routine the moment Sentry raises an alert
Instead of a Bot checking on a timer, give a routine an event trigger. Sources include Sentry and PagerDuty events, GitHub and Linear events, Slack messages, email sent to the Bot's own address, and webhooks. The Bot can start gathering context as soon as the alert lands. Only new activity counts: events from before the trigger existed do not start runs, and narrow triggers are recommended so busy channels do not burn your usage.
Grok BotFor: Founders and small teams running several Bots on one goal
Put your launch Bots in one group chat and steer them with @
A group holds two to six Bots that share one outcome, say a writer, a fact checker and a scheduler. Mention one Bot with @ to direct it, or use @everyone for broad updates. Approvals, secret requests and drafts stay out of the group, Bots can hand work to each other in their own chats, and each Bot reply counts toward your usage. Give each stage one owner to avoid duplicate work.
xAI docs: Grok Bot group chats and handoffs · 11 November 2026Source
Grok BotFor: Founders polishing a fundraising deck
Get your pitch deck read like an investor before the real meeting
Hiten Shah's Pitch Deck Coach, listed in the Grok Bot marketplace, reads the whole deck before commenting on any slide, then plays your story back to you to check it understood. It labels key claims as fact, inference, hypothesis or unknown, and by default it coaches rather than rewrites, unless you ask. You end up with a review workspace holding slide notes, a story and reorder plan, evidence gaps and investor prep.
Grok BotFor: Creators and founders who want to know who is talking about them
Get a weekday digest of who mentioned you around the web
Lenny Rachitsky's Overheard Bot interviews you for a watch list of your name, brand and URLs, then sends a short weekday digest, by default at 8:30 local time. Each hit has a real link and a one line summary, and it skips your own posts, spam and duplicate copies. Reddit, Hacker News, news sites and X are on by default, with YouTube, Instagram and TikTok opt in. The job is created disabled, so the Bot asks once before switching it on.
Grok BotFor: Team leads passing a working Bot setup to colleagues
Share your Bot as a template link without leaking its keys
When a teammate wants your Bot setup, a template link gives them a copy, not your computer, logins or history. A public link can be opened by anyone and reveals the Bot's identity, description, skills and routines, so strip out API keys, internal URLs and customer data first, or pick the team only link. Admins decide whether public publishing is allowed, and Enterprise teams start with team only sharing.
xAI docs: Grok Bot template sharing and limits · 11 November 2026Source
Claude
ClaudeFor: Managers and founders on paid Claude plans
Ask Claude to build the hiring budget as a real spreadsheet
A small-agency owner needs a hiring budget before Friday. She asks Claude for one in a chat and gets a sheet with tabs, formulas and drop-downs she can open and edit in the same cells. It is in beta on Pro, Max, Ultra, Team and Enterprise plans, and Enterprise admins have to switch it on first.
Claude Help Center docs: Get started with Claude Sheets (beta) · 11 November 2026Source
ClaudeFor: Finance leads and ops managers using Claude Sheets
Check the outlined cells before you trust Claude's spreadsheet changes
A finance lead asks Claude to add a quarter to the budget sheet. Each edit Claude makes is outlined as it lands, and the formulas stay visible in the cells, so she checks what moved before she shares it. If something looks off, version history can restore an earlier version, which also removes edits made after it.
Claude Help Center docs: Claude Sheets edit outlines and version history · 11 November 2026Source
ClaudeFor: Analysts deciding between Claude Sheets and Excel
Know where Claude Sheets stops before you build the big model in it
An analyst starts a forecast in Claude Sheets and reads the limits first: up to 100,000 cells, no pivot tables yet, no macros or VBA, and no live data from connected apps. For anything heavier she exports to .xlsx or CSV, or uses Claude for Excel, instead of fighting the sheet. Sheets is in beta and mobile is read-only.
Claude Help Center docs: Claude Sheets limits and export · 11 November 2026Source
ClaudeFor: Marketing and product teams planning a launch
Drop your messy launch ideas on a Whiteboard and ask for a timeline
A marketing team dumps launch ideas onto a Claude Whiteboard during a call. Claude regroups them by theme and turns them into a timeline, and anyone can drag a box around one area to ask about just that part. When the shape is settled it can become a doc or deck. Whiteboards are in beta on Pro, Max, Ultra, Team and Enterprise.
Claude Help Center docs: Get started with Claude Whiteboards (beta) · 11 November 2026Source
ClaudeFor: Consultants and managers who think better out loud
Talk your plan onto a Whiteboard instead of typing it
A consultant is walking between meetings with a rough process in her head. She opens a Claude Whiteboard, uses the microphone beside the send button and talks it through, and Claude turns what she said into shapes, arrows and groups. Dictation follows the browser language and covers about 30 languages. Her words wait in the input box until she sends them.
Claude Help Center docs: Whiteboards dictation and starting a board · 11 November 2026Source
ClaudeFor: Business leaders using Claude Data on paid plans
Look for the certified badge before you quote a number from a Claude dashboard
A sales manager asks Claude Data for revenue by region and sees one chart marked certified. That means it used a query her data team approved, so she clicks the number to verify it before it goes in the board deck. Certified queries are in beta, and every chart also shows its query and when it last refreshed.
Claude Help Center docs: Claude Data certified queries (beta) · 11 November 2026Source
ClaudeFor: Data leads sharing Claude Data dashboards internally
Review what a dashboard shows before you turn on live sharing
A data lead wants her team to open a Claude Data dashboard without connecting the warehouse themselves. With live sharing (beta) they see her results, limited to the exact queries the dashboard needs. Because it runs on her access, she checks what the dashboard displays first, since viewers see those numbers even without access to the source.
Claude Help Center docs: Claude Data live sharing (beta) · 11 November 2026Source
ClaudeFor: Project managers who live in Notion
Open Notion beside your chat and let Claude edit the page with you
A project manager connects Notion, opens it next to her Claude conversation, and asks Claude to tidy a project doc while she watches the changes appear. It is the full editor in her own account, she approves actions as she does with any connector, and she can pin Notion to the sidebar. It rolls out on web and desktop on all plans.
Claude blog: interactive connectors open as full apps in Claude · 10 November 2026Source
ClaudeFor: Legal and ops staff who keep files in Box
Compare two versions of a contract in Box without leaving Claude
A paralegal connects Box and opens a file beside her chat in Claude. She asks Claude to revise it and compares versions side by side before keeping the changes. Anthropic's page says changes appear in the tool as Claude makes them, and that Box is one of the named examples of the interactive connectors announced on November 10. Features depend on what each connector supports.
Claude blog: interactive connectors, Box and Adobe examples · 10 November 2026Source
ClaudeFor: IT admins on eligible Team and Enterprise plans
Set up Notion once for everyone and skip the connect steps
An IT admin sets up Notion, Atlassian or Dropbox once for the company. With Claude auto-connect, in beta on eligible Team and Enterprise plans, employees are connected the first time they use it, and each connector still works within existing permissions. She can also limit a connector, like allowing Slack reads but not sending.
Claude blog: Sheets, Whiteboards and Interactive Connectors, auto-connect · 10 November 2026Source
ChatGPT
ChatGPTFor: Customer success or sales ops leads on a ChatGPT team
Have a Team Task write the onboarding brief the moment a deal closes
Priya runs customer success for a small team and is tired of rebuilding the same handoff note every time a deal lands. She makes a team in Settings, then creates a Team Task under Scheduled with the Team toggle on, an event trigger for the closed deal, and instructions for the brief. Before trusting it she hits Run now and checks the result. After that the brief is waiting without anyone's laptop being open.
OpenAI ChatGPT docs: Team Tasks setup and Run now (docs) · 11 November 2026Source
ChatGPTFor: Team owners whose scheduled tasks rely on one person's connection
Move a Team Task to a new owner before the connection owner leaves
Sam supplied the Drive connection behind the team's Monday customer summary, and he is changing jobs next month. The docs warn that when a task creator or owner leaves, the connections they supplied may lose access. So the team owner transfers ownership first and runs the task once with Run now to confirm it still reads the files.
OpenAI ChatGPT docs: Team Tasks limits when an owner leaves (docs) · 11 November 2026Source
ChatGPTFor: Anyone setting up a shared scheduled task for a team
Write Team Task instructions for a reader who knows nothing about you
Maya's personal chats are full of her preferences, so her first Team Task came out generic. Team Tasks do not inherit the creator's personal memories, custom instructions or chat history. She rewrites the task so it names the sources, the audience, the format and when to stop, and the Monday summary finally reads like it was written for the whole team.
OpenAI ChatGPT docs: Team Tasks do not inherit personal memory (docs) · 11 November 2026Source
ChatGPTFor: Workspace admins connecting Gmail for a team workflow
Connect the real shared mailbox, not the Google Group, for your team's inbox work
An admin wants the support team's Team Task to read the shared inbox through one workspace connection instead of five personal accounts. The docs say Gmail connections use mailbox authorization and that Google Groups are not mailboxes. So she authorizes the actual support mailbox account, gives the connection a nickname that describes its access, and grants it to the team.
OpenAI ChatGPT docs: Workspace connections for Gmail and Drive (docs) · 11 November 2026Source
ChatGPTFor: Team owners running automated posts or emails through a shared connection
Check the channel before you retry a failed send from a shared connection
A weekly post to a customer-update channel shows as failed, so the owner's instinct is to hit retry. The workspace connections docs caution that a failed write or send may have actually completed, and a retry could create duplicates. She opens the destination first, sees the post is already there, and saves everyone a double notification.
OpenAI ChatGPT docs: Workspace connections cautions on retrying (docs) · 11 November 2026Source
ChatGPTFor: Developers whose test targets sit on a private network
Let Codex Cloud reach your private staging server through Tailscale
Dev lead Arjun has a staging API that is only reachable on the company VPN, which kept cloud tasks from testing against it. Codex Cloud environments support private network access through Tailscale VPN. He sets that up in the environment, publishes it, and new cloud tasks can run their checks against staging while his laptop sleeps.
OpenAI Codex docs: Cloud environments private network via Tailscale (docs) · 11 November 2026Source
ChatGPTFor: Engineers and security reviewers setting up Codex Cloud environments
Limit a cloud environment to package installs plus the two domains it needs
Nadia does not want a cloud coding task wandering the open internet. In the environment's network settings she restricts access to the package-manager preset and adds only the domains her build needs, instead of allowing all public internet access. Tasks still install dependencies, and anything else is blocked.
ChatGPTFor: Plus, Pro and Business users who host several Sites
Check what your Sites will cost before hosting stops being free on January 1
Leo has a handful of small ChatGPT Sites for clients and has not looked at the bill because hosting is free through December 31, 2026. The docs show a monthly credit allowance (Plus 125, Pro 375, Business 125 per seat) and proposed rates from January 1, 2027, plus per-Site usage views from December 1. He plans to review traffic and storage in December and prune Sites he no longer needs.
OpenAI ChatGPT docs: Sites hosting allowance and pricing timeline (docs) · 11 November 2026Source
ChatGPTFor: Developers with GitHub repositories and Codex Security Cloud access (research preview)
Run a one-time Security Cloud scan on your repo and let Codex fix the findings
Hana maintains an old internal service and wants to know what is hiding in it. She installs the Security Cloud plugin, connects her own GitHub account, picks the repository and runs a One-Time Scan. In the Findings tab she reads the attack path and validation evidence, then uses Fix with Codex. It is a research preview, and the docs note a clean scan does not prove the code is safe.
OpenAI Codex docs: Security Cloud one-time scan and findings (research preview, docs) · 11 November 2026Source
ChatGPTFor: Admins of credit-based Enterprise workspaces rolling out Work
Set a real usage limit for Work, because alerts only notify you
A finance admin assumed the usage alert would pause ChatGPT Work when a team got busy. The docs say alerts notify but do not stop spending. So she sets user and group limits plus a workspace overage limit, and keeps the alert as an early warning. Individual overrides beat group and workspace defaults, so she checks those too.
OpenAI ChatGPT docs: Work usage limits, alerts and overage (docs) · 11 November 2026Source
OpenAI Codex
OpenAI CodexFor: Team leads standardizing Codex CLI versions
Pin your team to Codex CLI 0.167.1 after today's patch
A lead who wants everyone on the same build can install the newest patch release on purpose. The changelog entry for Codex CLI 0.167.1, dated November 10, gives the install line npm install -g @openai/codex@0.167.1 and links to the comparison with 0.167.0. Run it on every laptop so the whole team behaves the same.
OpenAI Codex changelog: Codex CLI 0.167.1 · 10 November 2026Source
OpenAI CodexFor: Developers who sign in with an API key or cloud provider
Pick API key or a cloud provider under Sign in another way
Nina's company bills Codex through a cloud provider, so the usual account login was the wrong door. Codex CLI 0.167.0 puts API key and cloud provider options under Sign in another way, and a gcp_setup_wizard flag sets up Google Cloud Vertex AI. She picked her route without editing config by hand.
OpenAI CodexFor: Codex users who write long prompts from the iOS app
Add, preview and remove attachments in the iPhone full-screen composer
Ravi was drafting a long request on his phone and wanted to double check the screenshots going with it. ChatGPT for iOS 1.2026.300 lets you add, preview and remove attachments in the full-screen composer. He dropped one wrong image before sending.
OpenAI Codex changelog: ChatGPT for iOS 1.2026.300 composer attachments · 2 November 2026Source
OpenAI CodexFor: Codex users who manage tasks from iOS
Archive a finished task even when your computer looks offline
Tessa tried to tidy up her task list from her phone while her laptop was asleep. In ChatGPT for iOS 1.2026.300, archiving a task can reconnect to its host when the computer appears offline. One tap, and the list stays tidy.
OpenAI Codex changelog: ChatGPT for iOS 1.2026.300 archive reconnects · 2 November 2026Source
OpenAI CodexFor: Codex CLI users who resume and fork threads
Trust your usage numbers after you resume or fork a thread
Hana forks threads often and wanted the reasoning-token count to stay honest. Codex CLI 0.166.0 preserves reasoning-token accounting across resume and fork, so what you see afterwards reflects the work already done.
OpenAI CodexFor: Codex users reviewing media output on iOS
Play audio and video right inside a Codex answer on iPhone
Kofi asked Codex to produce a clip and used to have to leave the chat to play it. ChatGPT for iOS 1.2026.293 plays audio and video directly in responses. He checked the result in the thread and moved on.
OpenAI Codex changelog: ChatGPT for iOS 1.2026.293 inline audio and video · 27 October 2026Source
OpenAI CodexFor: Codex users running sub-agents who check in from iOS
Tap a sub-agent's name on iPhone to read its conversation
Ines had Codex running helper agents and wanted to peek at one from the sofa. In ChatGPT for iOS 1.2026.293 you open a sub-agent's conversation by tapping its name in task activity. She read what that helper was doing in one tap.
OpenAI Codex changelog: ChatGPT for iOS 1.2026.293 sub-agent conversations · 27 October 2026Source
OpenAI CodexFor: Codex users with remote hosts who supervise from iOS
Stop a runaway background command from your phone
Leo started a long build on his remote host and noticed it looping. ChatGPT for iOS 1.2026.286 adds a pill above the composer to view and stop background commands on supported remote hosts. He stopped it without going back to his desk.
OpenAI Codex changelog: ChatGPT for iOS 1.2026.286 background commands pill · 22 October 2026Source
OpenAI CodexFor: Codex users with more than one connected host
Mention a chat from another computer while you write on your phone
Zoe works across two connected machines and wanted to point one chat at another. ChatGPT for iOS 1.2026.286 lets you mention chats from other connected hosts with @. She referenced the earlier thread without copying anything.
OpenAI Codex changelog: ChatGPT for iOS 1.2026.286 @ chats from other hosts · 22 October 2026Source
OpenAI CodexFor: Codex CLI users exploring large codebases
Get answers faster when Codex reads many files at once
Ben pointed Codex at a big repo and wanted the exploration to feel quicker. Codex CLI 0.163.0 runs independent read-only tools in parallel, so several lookups can happen together instead of one after another.
Google GeminiFor: Anyone who gets looped into long email threads
Catch up on a 60 reply Gmail thread in one glance
You get added to a long email chain on Monday and dread scrolling. Gemini in Gmail now puts an AI Overview at the top of long threads with the key points and replies, so you know where things stand before you answer. It is on by default for Workspace customers, Workspace Individual subscribers and personal accounts aged 18 or older with smart features in Gmail turned on, and rolling out gradually from November 10, 2026.
Google Workspace Updates: Gemini in Gmail AI Overview thread summaries · 10 November 2026Source
Google GeminiFor: Busy managers and project leads who live in Google Chat
Book the meeting straight from the Chat message asking for it
A teammate DMs 'Are you free tomorrow afternoon to go over the proposal?' Gemini underlines the request, and hovering shows up to three times from your Calendar (conflicts flagged), the attendees and an editable title. Click Schedule and the invite is booked, with a confirmation in the conversation. At launch it is Chat on the web, English only, in DMs and groups of up to five, on Business Standard and Plus, Enterprise Standard and Plus, Frontline Plus and the AI Ultra Access add-on.
Google Workspace Updates: one-click meeting scheduling in Google Chat · 10 November 2026Source
Google GeminiFor: Team leads who want everyone writing in one house style
Give a team skill your real brand deck as its reference file
Build a skill in Workspace Studio from a template, point it at the style guide and a sample proposal sitting in Drive, and test it before you turn it on. When you share it, teammates get their own independent copy, but you also need to share the Drive files with them. Then anyone can @mention it in Gmail, Docs, Slides, Drive or Chat. It is English only, web only for creating, and on Business, Enterprise and select add-on plans, with Rapid Release from November 9.
Google Workspace Updates: skills in Workspace and Workspace Studio · 9 November 2026Source
Google GeminiFor: Pixel 10 owners who reply to messages on the move
Ramble out a messy message and let Rambler tidy it before you send
You are walking to the station and need to reply to a long message. With Rambler on a Pixel 10 you just talk, and it removes filler words like 'um' and formats your speech into polished text you can review before sending. Google's November Pixel Drop post says the update starts rolling out on November 10, 2026.
Google Blog: Rambler in the November 2026 Pixel Drop · 10 November 2026Source
Google GeminiFor: Pixel owners who want a home screen that fits their routine
Describe a monthly spending widget and get it on your home screen
Tell Gemini you want a widget that tracks your monthly spending, or a trip countdown that pulls in flight and reservation details. The November Pixel Drop lets you create more personalized widgets from a text description, with no coding. It is for Pixel 10 and Pixel 11 models in select markets, rolling out over the next several weeks, with Pixel Watch 4 and 5 coming soon.
Google Blog: personalized widgets in the November 2026 Pixel Drop · 10 November 2026Source
Google GeminiFor: Android users in the UK, India and Japan with busy evenings
Get Gemini to book the table when you are in the UK, India or Japan
Task automation lets Gemini handle multi-step jobs across apps, like ordering food, hailing rides or booking reservations. Google says it is now expanding to the UK, India and Japan, so a busy evening can start with one request. It is in the Gemini app in select countries and languages for users 18 and older, and some features may need a subscription for higher usage.
Google Blog: Gemini Intelligence task automation expands to UK, India, Japan · 10 November 2026Source
Google GeminiFor: Android users who dread digging through phone settings
Ask Gemini to free up storage and check which apps use your location
Your phone says storage is full on the day of a family trip. Instead of digging through settings, you ask Gemini to free up storage, review app location access, or silence distractions while still letting important calls through. It needs Android 17 or later on select devices, and availability varies by device, language and country.
Google Blog: Gemini Intelligence Device Assistance on Android 17 · 10 November 2026Source
Google GeminiFor: Pixel 11 owners in the U.S. tired of spam calls
Let Gemini ask the unknown caller why they are calling
An unknown number rings during dinner. With the upgraded Call Screen, Gemini asks the caller why they are calling and keeps the conversation going while a live transcript shows on your screen, until you take over or end the call. It is only in the U.S. on Pixel 11, 11 Pro, 11 Pro XL and 11 Pro Fold, with Pixel Watch 4 and 5 coming soon.
Google Blog: Gemini Call Screen upgrade in the November 2026 Pixel Drop · 10 November 2026Source
Google GeminiFor: Developers on Ultra or the paid API doing big migrations
Try /swarm in Antigravity on a multi-package migration with Gemini 4 Carbon
You own a repo where one library upgrade touches six packages. In Google Antigravity, the new /swarm preview turns a single prompt into a team of agents you can watch in real time, and Google says Gemini 4 Carbon does very well on multi-package migrations. Carbon is available to Google AI Ultra subscribers in the Gemini app and Antigravity, and to paying API developers. Introductory pricing is $2 per million input and $10 per million output tokens, and the page says it rises after the introductory period ends on November 30, 2026.
Google Blog: Gemini 4 Carbon now available, /swarm preview in Antigravity · 10 November 2026Source
Google GeminiFor: Hobby builders and small teams prototyping location apps
Prompt a 3D neighbourhood tour app with Google Maps built into AI Studio
Describe a real-world idea, like a 3D tour of landmarks, and AI Studio can now enable Google Maps Platform without leaving the workspace, with no credit card needed to start. It connects your key and loads a live interactive preview. Free use has daily quotas that reset every 24 hours, and production use needs a paid Cloud billing account.
Google Blog: Google Maps Platform in AI Studio · 9 November 2026Source
AI image generation
AI image generationFor: Small shop owners and marketers
Mix sixteen reference photos into one scene with MiniMax H3-Image
A small shop owner has a pile of product shots, a logo and a few mood photos, and wants one campaign picture that uses them all. MiniMax H3-Image, an open-weight model released November 11, accepts up to 16 reference images for reference-based generation. She uploads the lot, describes the scene in a sentence and gets a first composite to react to. It is available through the MiniMax API Platform, MiniMax Code and Hailuo AI.
MiniMax blog: H3-Image open-weight image model · 11 November 2026Source
AI image generationFor: Print-on-demand sellers
Get a 4K square print file in seconds with MiniMax H3-Image
A print-on-demand seller usually waits, then upscales. MiniMax says H3-Image makes a 4096 x 4096 image in under 10 seconds, so she can generate the design at print size from the start and skip the upscale step. It runs on the MiniMax API Platform and Hailuo AI, and the launch week has 50% off the standard price for image requests at 4K and above, so check the current price before a big batch.
MiniMax blog: H3-Image open-weight image model · 11 November 2026Source
AI image generationFor: Packaging and brand designers
Sketch with Highspeed mode, then finish in Standard in MiniMax H3-Image
A designer exploring ten packaging looks does not need each one at full effort. MiniMax says H3-Image runs 1.5 to 2 times as fast as mainstream alternatives in Standard mode and 3 to 4 times as fast in Highspeed mode. She can flick through rough ideas in Highspeed, pick the two she likes and rerun just those in Standard. Weights are also on Hugging Face, though the post does not name the licence, so read it before commercial use.
MiniMax blog: H3-Image open-weight image model · 11 November 2026Source
AI image generationFor: Sticker and merch sellers
Get a see-through PNG sticker straight from Seedream 5.5
A seller making sticker sheets used to generate art, then run a separate background removal. In Seedream 5.5 on Higgsfield, set Background to Transparent and each image comes out as a PNG with an alpha channel. Higgsfield's post lists 2.5 credits per image at 1K and 3.5 at 2K, checked November 10, and the Generate button shows the exact price.
Higgsfield blog: Seedream 5.5 features, settings and pricing · 9 November 2026Source
AI image generationFor: Marketers and web designers
Keep tweaking one wide banner without it drifting in Seedream 5.5
A marketer builds a 21:9 website banner, then spends an afternoon changing the headline, the colour of a mug, the plant in the corner. ByteDance reports that in Seedream 5.5 unedited areas stay unchanged across 100 rounds of edits on the same image. She keeps nudging one picture instead of starting over each time. It is a Seedream option under Image in Higgsfield, and 21:9 is one of the aspect ratios.
Higgsfield blog: Seedream 5.5 features, settings and pricing · 9 November 2026Source
AI image generationFor: Estate agents and photographers
Confine an edit to one box with FLUX 3 Image Klein
An estate agent wants the grey sky replaced and nothing else touched. FLUX 3 Image Klein supports bounding boxes that confine an edit to a defined area, and on the BFL API the distilled model has pixel restoration, which keeps unedited regions unchanged. She draws a box, asks for a blue sky and the rest of the listing photo stays as it was.
Black Forest Labs blog: FLUX 3 Image Klein · 15 October 2026Source
AI image generationFor: Indie game developers
Make game concept art on an 8 GB graphics card with FLUX 3 Image Klein
An indie game developer wants character and prop ideas without a cloud bill. Black Forest Labs says an INT8 build of the open-weights Klein model runs on NVIDIA GeForce RTX GPUs with as little as 8 GB VRAM via ComfyUI or Diffusers, and about 9 seconds per 1MP image on an RTX 4070 with the distilled model. Under the FLUX Kommunity License, companies under $5M annual revenue get free commercial use.
Black Forest Labs blog: FLUX 3 Image Klein · 15 October 2026Source
AI image generationFor: Social media managers
Turn a landscape banner into a vertical story with Generative Recompose
A social media manager has one approved wide banner and needs a 9:16 version before lunch. In the Photoshop beta app, Generative Recompose repositions the image and its elements into a new aspect ratio. She tries it on the banner and gets a version to polish rather than a blank canvas. It is labelled beta in Adobe's MAX 2026 announcement.
Adobe blog: Creative Cloud and Firefly updates from MAX 2026, Photoshop beta · 10 November 2026Source
AI image generationFor: Photographers
Remove only the lens flare, not the objects, in Photoshop beta
A travel photographer loves a shot except for a stray reflection and a haze patch across the sky. In the Photoshop beta app, Remove Ambient Effect Only strips lens flare, haze and stray shadows or reflections without removing objects. She clears the glare and keeps every person and building. It is labelled beta in Adobe's announcement.
Adobe blog: Creative Cloud and Firefly updates from MAX 2026, Photoshop beta · 10 November 2026Source
AI image generationFor: Freelance designers
Place your design on a real object with Mockups in Photoshop beta
A freelance designer needs to show a client how a logo looks on a tote bag. The Photoshop beta app has Mockups, which composites an image or design onto an object or surface. She drops the logo on a photo of the bag and sends a preview the same afternoon. Adobe labels it beta.
Adobe blog: Creative Cloud and Firefly updates from MAX 2026, Photoshop beta · 10 November 2026Source
AI video generation
AI video generationFor: Solo creators and small brands making talking-presenter shorts
Turn one topic into a two minute vertical video with an AI presenter in Higgsfield Shorts Studio
A solo coach with a product and a point of view uploads a few photos of the product and picks a character, then pastes a topic and lets Shorts Studio write the presenter's script. She chooses 2 minutes, Basic quality to start, and leaves the voice on Auto generate so it matches the character. The 9:16 video lands in the History tab, and the Generate button shows the credit cost before she commits (the post's example is 720 credits for a 2 minute Basic short on the Plus plan). Check the face and product stay consistent and that you have rights to everything you upload before posting.
Higgsfield blog: Shorts Studio for 9:16 AI presenter videos · 4 November 2026Source
AI video generationFor: Online shop owners and marketers who live in a chat window
Make a promo clip from one product photo without leaving Claude or ChatGPT
A shop owner connects her Luma account once at lumalabs.ai/mcp, then drops a single product photo into a Claude or ChatGPT chat. She asks for product shots, a new background for the holiday season, and then a short promo clip, and the finished images and video come back right in the chat. It saves her the tab-hopping between a chatbot and a video app. Usage draws on her Luma subscription and credits, and the page does not list plan details.
Luma newsroom: Luma MCP connector for Claude and ChatGPT · 3 November 2026Source
AI video generationFor: Team leads who publish explainers on several channels
Reframe a Claude Motion explainer for every social shape in Luma
A team lead builds a short animated explainer with Claude Motion, which is in beta on Claude Team and Enterprise plans, then opens it in Luma through the Luma connector. There she restyles the look while keeping the motion, and reframes the same video to 9:16, 1:1, 4:3 or 21:9 so one explainer fits Stories, the feed and a slide deck. She can also ask the Luma agent for extra versions.
Luma newsroom: Claude Motion partnership, open animations in Luma · 8 October 2026Source
AI video generationFor: Ad creators localizing one concept for several markets
Re-run an approved storyboard with one thing changed for a new market in Luma Scenes
An ad creator writes a brief in Luma Scenes and reviews the editable keyframe storyboard before anything renders, fixing only the scene that looks off. Once the sequence is approved, she re-runs it with one variable changed, such as a new market, instead of starting over. She picks Ray 3.2 for several short clips or Seedance 2 for one longer clip, and exports in 9:16 or 16:9.
Luma newsroom: Luma Scenes storyboard-first video · 11 August 2026Source
AI video generationFor: Indie filmmakers who want directed, not random, AI performances
Hand your own acting to an AI character with Luma Ray3.2 performance tracking
A filmmaker records herself delivering a line, then uses Ray3.2's performance tracking, which carries over posture and gestures and follows facial expressions frame by frame. The generated character plays the scene with her timing instead of a random guess. She can set pacing and camera paths with up to 16 keyframes per clip, and clips run up to 20 seconds at 1080p.
Luma newsroom: Ray3.2 frame-level control and performance tracking · 9 June 2026Source
AI video generationFor: Developers building video assistants on the Gemini API
Let a Gemini Omni tool hand a rendered draft back to the model for feedback
A developer building a video assistant writes a tool that renders a rough cut and returns it as a video part, including by Files API URI, in the function response. Google's changelog says tools can now return video to the model, with a media processing option that can be static or agentic. The Interactions API also accepts video blocks, in v1beta and v1alpha.
Gemini API changelog: video in function responses · 5 November 2026Source
AI video generationFor: Founders who want a draft spot overnight
Brief an OpenAI Dot with a shoot plan and find the spot ready next morning with Runway
A founder tells an OpenAI Dot the shoot plan for a short product spot, then goes to bed. Runway generates the shots, and the finished spot is ready the next morning. It suits the person who has the idea at 6pm and no time to babysit generations. The changelog lists this as available on all plans.
Runway changelog: Runway in OpenAI Dots · 1 October 2026Source
AI video generationFor: Editors polishing silent AI clips on paid Runway plans
Add a separate sound effects track to a silent clip with Mirelo SFX 2.0 in Runway MCP
An editor with a finished, silent AI clip describes the sounds she wants in text, and Mirelo SFX 2.0 in Runway MCP returns a separate sound-effects audio track made from the clip and her description. Because it is its own track, she can nudge the levels in her editor instead of re-rendering the video. The changelog lists it for paid plans.
Runway changelog: Mirelo SFX 2.0 in Runway MCP · 15 October 2026Source
AI video generationFor: Creators who want their own voice on AI clips
Clone your voice from a five second clip for video voiceovers with Pika Speech
A creator records a short sample of her voice, which Pika says can be as little as five seconds, and uses Pika Speech to narrate her AI clips with style, pace and duration controls. Requests can run up to five minutes of speech and the post lists $0.01 per minute. It is on the Pika API Club, and training and benchmarks cover English and Chinese.
Pika blog: Pika Speech text-to-speech with voice cloning · 18 August 2026Source
Claude Code
Claude CodeFor: Developers whose company runs Claude Code on Google Cloud Vertex
Use fast mode on Vertex in your own region
Maya's team runs Claude Code through Google Cloud Vertex, and waiting on long edits was the daily grumble. Version 2.1.322 adds fast mode on Vertex in the global, us and eu regions. If Vertex refuses it, Claude Code quietly falls back to standard speed, so nobody's session breaks.
Claude Code changelog 2.1.322: fast mode on Vertex (global, us, eu) · 10 November 2026Source
Claude CodeFor: Claude Code users who saved Fable 5.1 as their model
Find out why your saved Fable 5.1 pick changed to fable
Dev saved Fable 5.1 as his model weeks ago and noticed a different model after updating. In 2.1.321 saved Fable 5.1 picks move to the fable alias: at once on Pro and Max plans, and on Team and Enterprise plans once your organization allows it. If you liked the old one, run /model claude-fable-5-1 to switch back.
Claude Code changelog 2.1.321: saved Fable 5.1 picks move to fable · 9 November 2026Source
Claude CodeFor: People running several Code tab sessions in Claude Desktop
Let your Desktop sessions hand each other twice as much work
Priya runs a few Claude Desktop Code tab sessions that pass notes to one another, and they kept stopping to wait for her. In 2.1.321 a session can send 20 messages to your other sessions before it waits for you to type again, up from 10. Fewer interruptions while you do something else.
Claude Code changelog 2.1.321: Desktop Code tab cross-session messages raised to 20 · 9 November 2026Source
Claude CodeFor: Admins managing approved plugin marketplaces for a team
Keep a rogue source from taking over your approved plugin marketplace
An admin declares the company plugin marketplace in managed extraKnownMarketplaces, and wants no lookalike to replace it. As of 2.1.321 a declared name can't be added from another source, an entry from elsewhere is hidden, and plugins the declared marketplace lists are reinstalled from it. Anything displaced is set aside for cleanupPeriodDays, with options and secrets kept until claude plugin restore-set-aside.
Claude Code changelog 2.1.321: managed extraKnownMarketplaces protections · 9 November 2026Source
Claude CodeFor: Security and IT admins controlling Claude in Chrome
Make Claude in Chrome obey your company policy from the Desktop Code tab
A security lead worried that Claude in Chrome tools offered through the Claude desktop app's Code tab might sidestep the browser rules she set. From 2.1.321, Claude in Chrome tools provided by an app running Claude Code now follow your organization's Claude in Chrome policy. One policy, one place to look.
Claude Code changelog 2.1.321: Chrome tools follow org Claude in Chrome policy · 9 November 2026Source
Claude CodeFor: Anyone charting several capped quantities, like budgets or quotas
Ask for several limits at once and get a row of meters
Sam wanted to see usage against three different caps without a single confusing pie. The bundled dataviz skill was updated in 2.1.321 to suggest a list of meters, one row per item, when several ratios each have their own limit. Describe your quotas and let Claude draw the rows.
Claude Code changelog 2.1.321: dataviz skill suggests meter rows · 9 November 2026Source
Claude CodeFor: Windows admins and developers on shared or networked machines
Stop Claude Code on Windows from running programs hiding on a network share
A Windows IT admin did not like the idea of Claude Code finding git on a network share. In 2.1.321 the way it finds programs it starts itself skips relative and UNC PATH entries and links onto a network share, and it now picks up PATH changes from settings.
Claude Code changelog 2.1.321: safer program lookup on Windows · 9 November 2026Source
Claude CodeFor: Developers building mods for Claude Code
Let your own mod call tools without a permission prompt
Lena built a small mod that calls tools every time she opens a session, and the prompts kept getting in the way. In 2.1.321 a mod's own tool calls ($.tool.call and $.mcp.call) raise no permission prompt, even under your ask rules or in dontAsk and -p runs. Deny rules and organization policy still apply, so the guardrails stay put.
Claude Code changelog 2.1.321: mod tool calls skip permission prompts · 9 November 2026Source
Claude CodeFor: Platform teams running Claude Code through Bedrock guardrails
See which Bedrock guardrail filter fired without storing the prompt
A platform team routes Claude Code through the Claude apps gateway to Amazon Bedrock and needs to know why requests get blocked. Version 2.1.314 adds guardrail_trace to Bedrock upstreams, which logs which guardrail filter fired on a request, without the matched text. They debug policy and keep sensitive content out of the logs.
Claude Code changelog 2.1.314: guardrail_trace on gateway Bedrock upstreams · 30 October 2026Source
Claude CodeFor: Developers using /loop for polling or babysitting tasks
Let a self-paced loop end when Claude stops rescheduling
Omar uses /loop to babysit a flaky job and was surprised by a leftover wakeup. In 2.1.319 a self-paced /loop ends when a turn finishes without rescheduling, instead of scheduling a fallback wakeup. If you preferred the old behaviour, set CLAUDE_CODE_LOOP_KEEPALIVE=1.
Claude Code changelog 2.1.319: self-paced /loop ends without a fallback wakeup · 6 November 2026Source
Meta Muse
Meta MuseFor: Parents juggling school week logistics
Ask Muse for a school dashboard that finds events in school emails
Describe a space to Muse, such as a school dashboard that finds the events relevant to your kids in school emails and adds them to your calendar, and Muse builds it. Then add it to your sidebar or move it into the main tabs, and set when it shows up, like a weekly planner that gives way to weekend plans on Saturday. You can hide spaces you do not need right now and keep adjusting the space with Muse as you use it.
About Meta: Muse spaces, build and schedule your own · 6 November 2026Source
Meta MuseFor: Gig goers who keep missing on sales
Build a music tracker space that watches for new concert dates
Ask Muse for a music tracker space for the artists you love, with new releases and upcoming shows, then connect the apps you use. Meta says spaces keep themselves up to date in the background, with things like new concert dates or price changes, so you open it and the news is already there. You can check things off, add notes and make edits right in the space.
About Meta: Muse spaces, connected apps update in background · 6 November 2026Source
Meta MuseFor: Freelancers keeping client work in one place
Turn a loose pile of client notes into a freelance hub space
A freelancer can tell Muse to build a client hub for her freelance work, with projects, deadlines and invoices, which is one of the examples Meta lists. She can check things off, add notes and make edits right in the space, and move it into her main tabs. Later she can ask Muse to change the look or add the piece she forgot.
About Meta: Muse spaces, freelance client hub example · 6 November 2026Source
Meta MuseFor: Families wanting a quick game night
Ask Muse to build a trivia game space for family night
Meta lists a trivia game among the spaces Muse can build, such as one that quizzes you on your favorite movies, music or sports team. Describe the game you want and Muse creates it inside the app. Spaces are available everywhere Muse is available, and you can keep adjusting the game with Muse afterwards.
About Meta: Muse spaces, trivia game example · 6 November 2026Source
Meta MuseFor: Anyone with a talk to give this week, in the US
Rehearse your presentation out loud with Muse's expressive avatar
Meta suggests running through a presentation as a use for Muse's new voice conversations. Tap the phone icon in the top-right corner of the Muse app and talk through your talk; you can interrupt if you need to. Choose voice only, the avatar alongside your conversation, or full screen. It is rolling out on mobile, web and Mac, starting in the US.
About Meta: Muse voice conversations and expressive avatars · 5 November 2026Source
Meta MuseFor: Small business owners in the US and Canada
Let Muse flag the customer emails that need an answer first
Once a small business owner connects their tools, Muse learns the basics of the business and proactively flags emails that need responses. It writes first drafts and offers ideas in an Ideas tab. Nothing publishes, sends or spends without approval. Meta introduced it in the US and Canada.
About Meta: Muse for Small Business, email flags and Ideas tab · 29 September 2026Source
Meta MuseFor: Owners who dread month end bookkeeping
Ask Muse to review the month and point at the odd expenses
Connect a tool like Intuit QuickBooks and ask Muse for a financial review of the month. Meta's example has Muse reviewing the month's performance and flagging unusual expenses, so you start with a short list of things to question. Nothing is sent or spent without your approval. It was introduced for the US and Canada, and most features are free.
About Meta: Muse for Small Business, financial review · 29 September 2026Source
Meta MuseFor: Shop owners who market on Instagram and Facebook
Have Muse draft next week's campaign from what is working now
Meta's ads and content example has Muse analyzing what is working and drafting a campaign for next week using current trends. Muse can connect to Facebook and Instagram business accounts, Instagram professional analytics and Meta ad accounts. You approve before anything publishes or spends. Introduced in the US and Canada.
About Meta: Muse for Small Business, ads and content · 29 September 2026Source
Meta MuseFor: Small business owners who answer the same questions daily
Teach Muse your brand voice and the questions customers always ask
Muse learns your business basics, such as what you sell, your brand voice and common customer questions. A cafe owner might spend ten minutes telling it how they talk to regulars and which three questions arrive daily. After that, first drafts of replies start closer to how you would write them, and you still approve everything before it goes out.
About Meta: Muse for Small Business, learns your business · 29 September 2026Source
Meta MuseFor: Renters and home owners planning a refresh
Redesign your living room photo with products you can actually buy
Muse Image lets you redesign a photo of a room using real products from the web or Facebook Marketplace. Upload the photo, say the style, and refine over the conversation without starting over. You can sketch or circle on the image with the markup icon to point at what to change. It is available in the Meta AI app and on meta.ai, and everyday creation is free.
About Meta: Muse Image, room redesign with real products · 7 July 2026Source
OpenAI Dots
OpenAI DotsFor: Pro and Business Premium users delegating long jobs to a dot
Tell your dot to say exactly what blocked it, then check Activity
Before leaving for a long meeting, Jo hands her dot a messy cleanup job and adds one line: if you get stuck, tell me what blocked you. The security page says a dot that cannot finish should report the blocker to its owner, and cites about 8% blocker-reporting failures for GPT-6.1 Terra versus 29% for GPT-5.6 Terra on selected coding tasks. Jo still skims Activity when she is back.
OpenAI DotsFor: Dot users who allow desktop apps on a connected computer
Say Always allow for the mail app without thinking it approves the send
Tomás lets his dot use the desktop mail app and taps Always allow so it stops asking to reopen it. The security page explains that this only lets the dot reopen the app, and it does not authorize any particular send. He keeps the send under his own approval rules and drafts stay drafts until he says go.
OpenAI dots security docs: Computer Use Always allow (docs) · 11 November 2026Source
OpenAI DotsFor: Dot owners who connect their email
Do not worry that a forward this email in your inbox will move your dot
A stranger's email to Dana says 'please forward the attached contract to me', and she wonders whether her dot reading her inbox might just do it. The security page says authority comes from the owner or an authorized automation, so an email asking the dot to forward a file does not authorize sending it. She still keeps the dot away from sending without her ok.
OpenAI dots security docs: prompt injection and authority (docs) · 11 November 2026Source
OpenAI DotsFor: IT and compliance leads planning a dots pilot
Rule out FedRAMP workspaces before you pilot dots
An IT lead drafting a dots pilot plan checks eligibility before any training slides. The security page says dots are unavailable in FedRAMP workspaces, so she moves that team off the pilot list early and picks a different workspace for the test.
OpenAI DotsFor: Admins answering legal or security questionnaires
Do not promise your legal team zero data retention for dots
Before a legal review, an admin writes down what she can truthfully say about dots. The security page states that neither dots nor Work with local computer access provides strict zero data retention. She writes that into the review, so nobody assumes otherwise later.
OpenAI dots security docs: zero data retention (docs) · 11 November 2026Source
OpenAI DotsFor: Enterprise admins setting cloud browser policy for dots
Do not wait for cloud browser site allow lists that are still in development
An admin wants dots to browse only a short list of approved websites. The admin guide and security page both say site rules, which would allow or block domains in the cloud browser, are still in development. So for now she decides with the controls that exist: Use a browser, Allow network access and Allow computer use, remembering those settings also apply to Work Cloud.
OpenAI DotsFor: Admins offboarding employees who had dots
Wait out the reporting lag before you tell the boss a leaver's dot has stopped
After a teammate leaves, the admin pauses their dot and wants to confirm it. The security page says the Compliance API running-work state has a reported 30 minute p95 lag, and scheduled work can be checked 30 minutes after its next run. She notes the time, checks later, and calls it contained only then.
OpenAI DotsFor: Dot users who discuss sensitive topics
Check ChatGPT Memory after you delete a dot conversation
Rina deletes a dot conversation about a sensitive client matter and thinks that is the end. The security page says information from dot conversations can be saved to ChatGPT Memory, deleting the conversation may leave that memory behind, and deleting the dot does not remove separately saved memories. She opens her saved memories and clears the one that mattered.
OpenAI dots security docs: memory and deletion (docs) · 11 November 2026Source
OpenAI DotsFor: Dot users whose tools offer an MCP server with events
Let your dot act on review comments when your editor tool supports MCP Events
Kofi's team keeps specs in a tool whose MCP server supports events, so he asks his dot to watch one document and apply the edits reviewers request. MCP Events are available for dots as well as Work chats, and the docs give exactly this comment-watching example. The feature follows a draft, experimental spec, so he checks the first few edits himself.
OpenAI DotsFor: Security and compliance teams on Enterprise workspaces with dots
Export dots compliance logs before they age out after 30 days
A security analyst realizes dots compliance logs are retained for 30 days from creation. She sets a monthly reminder to pull the files filtered for the dots client ID, and stores the downloads under the same access rules as other sensitive exports because they hold prompts and tool calls.
Claude DuetFor: US Pro, Max and Ultra subscribers invited to Duet
Open your Duet invitation on your phone, not your laptop
A freelancer gets her Claude Duet email on her laptop and almost clicks through there. The setup is on the phone: she opens the invitation on it, follows the iPhone or Android steps with the matching Apple or Google account, and signs in. It can take a few minutes to appear after she accepts. Duet is a research preview for US Pro, Max and Ultra.
Claude Help Center docs: Get started with Claude Duet, setup steps · 11 November 2026Source
Claude DuetFor: US small business owners using the Duet research preview
Keep quick replies and the week-long project in one Duet thread
A shop owner types a quick yes to Duet while queuing for coffee, then dictates an update on a bigger project the same afternoon. Duet is one ongoing thread by text or voice, so both share a starting point. It is a research preview for US Pro, Max and Ultra, and background work counts toward plan limits.
Claude blog: Introducing Claude Duet, one ongoing thread · 21 October 2026Source
10 November 2026 (105 ideas)
Grok Bot
Grok BotFor: Controllers and finance leads at small companies
Let three Bots do the month-end close before you sign off
A small finance team sets up a team of Bots that runs on the 1st of each month: one matches invoices to purchase orders, one reconciles expense reports with receipts, and one lists every mismatch. The controller opens a single list of exceptions instead of three spreadsheets, and nothing is approved until they sign off.
Grok Bot docs: use cases, Month-end close team of Bots · 10 November 2026Source
Grok BotFor: Performance marketers and growth leads running paid campaigns
Get a budget shift suggestion backed by spend and CAC
A growth marketer gives a Bot the job of comparing campaign spend with the budget and the target customer acquisition cost. Each time it comes back with a recommended reallocation and the numbers behind it, and it changes no budgets, so the marketer decides what to move.
Grok Bot docs: use cases, Paid media Bot for budget reallocation · 10 November 2026Source
Grok BotFor: Marketers and founders who write the product update every week
Turn what the team shipped this week into a newsletter
A startup marketer hands a Content marketer Bot the week's shipped work and asks for a newsletter plus three posts in their voice. The Bot drafts all four and publishes nothing, so Friday's update starts as an edit rather than a blank page.
Grok Bot docs: use cases, Content marketer Bot drafts newsletter and posts · 10 November 2026Source
Grok BotFor: Team leads and project managers with a day full of meetings
Turn the day's meeting notes into one Slack post of who owes what
A team lead connects Granola and Slack to a Bot. Each evening it pulls the action items and their owners from the day's meeting notes and drafts a Slack post, which only goes out once the lead approves it, so follow ups stop living in five separate notes.
Grok Bot docs: use cases, Granola notes into next steps in Slack · 10 November 2026Source
Grok BotFor: Producers and PMs who keep project status in Notion
Keep every Notion project page current without writing the update
An agency producer connects Notion to a Bot and asks it to draft a progress update for each project page every Friday, highlighting what changed. The producer skims the drafts, approves them, and the pages stay current for clients and the team.
Grok Bot docs: use cases, Notion Friday project page updates · 10 November 2026Source
Grok BotFor: Engineers and engineering managers chasing performance regressions
Find out why the app got slower after the last release
An engineer asks a Product performance Bot to dig into a slowdown that appeared after a release. It comes back with a short write up of the likeliest hotspot, with screenshots and links as evidence, and it changes no production settings while it looks.
Grok Bot docs: use cases, Product performance Bot finds the likeliest hotspot · 10 November 2026Source
Grok BotFor: Customer success managers and account managers
Start the week with a ranked list of accounts at risk or ready to grow
A customer success manager gives an Account health Bot the job of ranking accounts by churn risk and expansion potential. They get a watch list with a suggested next step for each account, and the Bot contacts no one, so the manager picks who to call first.
Grok Bot docs: use cases, Account health Bot ranks churn risk and expansion · 10 November 2026Source
Grok BotFor: Founders and SDRs handling inbound demo requests
Qualify inbound leads against your ideal customer and draft the replies
A founder doing their own sales sets up a Sales development Bot that checks every inbound lead against their ideal customer profile. Good fits get a drafted reply with meeting times, and the founder sends what they like, since the Bot only drafts.
Grok Bot docs: use cases, Sales development Bot qualifies inbound leads · 10 November 2026Source
Grok BotFor: Recruiters and talent teams running lots of interviews
Text candidates good luck and file the scorecards after interviews
A recruiter has a Bot handle the small stuff around interview day: it texts candidates good luck before they walk in, then submits interview scorecards from the Gong call recordings afterwards. The recruiter spends the saved time on the conversations that need a person.
xAI: Grok Bot for Enterprise, recruiting Bots for candidate texts and Gong scorecards · 3 September 2026Source
Grok BotFor: Field marketers and account executives at B2B companies
Send each account exec the questions their customers asked in the webinar
After a webinar, a marketing team has a Bot pull the Zoom Q&A and message the account executives whose customers showed up in Slack. Each AE gets their customers' questions with draft replies, so the follow up happens while the webinar is still fresh.
xAI: Grok Bot for Enterprise, webinar Zoom Q&A sent to AEs in Slack · 3 September 2026Source
Claude
ClaudeFor: Claude Pro subscribers and standard Team seat members
Try Fable 5.2 on your Pro plan this week at no extra cost
A freelance analyst on Claude Pro has a messy pricing model she has been putting off. From November 9 through November 16 she picks Fable 5.2 in the model picker and can spend up to half of her weekly limits on it without paying extra. Her default model stays the same, and once that half is used or the week ends, Fable only keeps going on usage credits if she has them turned on.
Claude Help Center docs: Claude Fable 5.2 launch offers, one week of Fable on Pro · 10 November 2026Source
ClaudeFor: Max and Ultra subscribers and premium Team seat holders who lean on Fable
Count your free Fable resets and save them for crunch week
A Max subscriber who has paid for more than a year opens Settings > Usage and finds three Fable resets waiting, with their expiry dates listed next to them. He keeps them for the quarter end close, when he leans on Fable hardest, and uses one with Reset for free the moment he runs low. They last until March 8, 2027, so there is no rush to burn them now.
Claude Help Center docs: Fable 5.2 launch offers, resets by subscription length · 10 November 2026Source
ClaudeFor: Pro and Max users who keep running into the five-hour limit
Hit your five-hour wall at 3pm? Spend the Fable reset there
A product manager runs out of her five-hour window halfway through a planning day. A Fable reset refills the whole five-hour window, including what she spent on other models, and she can use it any time before it expires, not only when Fable runs dry. On Pro, that one reset lapses on November 16, so a busy afternoon this week is a good place to use it.
Claude Help Center docs: Fable 5.2 launch offers, what a Fable reset refills · 10 November 2026Source
ClaudeFor: Engineers, researchers and analysts choosing between Claude models
Start on Opus 5.5 and step up to Fable 5.2 only for the hard part
An engineering lead writes specs, emails and reviews on Claude Opus 5.5 all week. When she hits the gnarly part, like planning a big migration, she switches that one chat to Fable 5.2, which Anthropic says writes its output up to 30% faster than Fable 5.1. Everything else stays on Opus, which Anthropic suggests as the starting point for most coding and knowledge work.
Anthropic: Introducing Claude Fable 5.2 and Claude Mythos 5.2, which model to start with · 9 November 2026Source
ClaudeFor: Claude Enterprise admins who manage model access by role
Decide who gets Fable 5.2 before it switches on by itself
An Enterprise admin knows Fable 5.2 starts off for her org, but seven days after launch it gets added to every role that already has a Fable model turned on unless she opts out first. She uses this week to turn it on for the research group, opt out for everyone else, and tell people why. Nobody gets a new model on their seat that the org didn't plan for.
Claude Help Center docs: Claude Fable 5 on your plan, Fable 5.2 on Enterprise · 10 November 2026Source
ClaudeFor: Teachers, researchers and writers working near biology or security topics
Make Claude pause instead of quietly switching to Opus
A biology lecturer writing exam questions on Fable doesn't want an answer from a different model sneaking into her chat. She turns off Switch models when a message is flagged in Settings > Capabilities. Now a flagged request pauses the chat, and she chooses whether to retry on Fable or send it to another model herself.
Claude Help Center docs: why Claude switched models with Fable, turning off auto switching · 10 November 2026Source
ClaudeFor: Students and pros who see Claude switch models mid conversation
Edit the message before you switch back to Fable
A security student's question got rerun on Opus with a notice saying Claude switched models, and the picker is now stuck on Opus. Instead of flipping back to Fable and sending the same thing again, he edits the original message first, since the help page says that often helps. It also reminds him that a flag can come from a file, search result or memory, not just what he typed.
Claude Help Center docs: why Claude switched models with Fable, editing before retrying · 10 November 2026Source
ClaudeFor: Engineering managers and security leads on Claude Enterprise
Ask Claude in chat which security findings are still open
An engineering manager on Claude Enterprise doesn't want to open another dashboard before standup. Through the Claude Security connector, he asks Claude in a normal chat to list the open findings for the payments project and read him the worst one. When the fix is confirmed, he asks Claude to resolve it right there.
Claude Help Center docs: Claude Security connector (MCP) in Claude · 10 November 2026Source
ClaudeFor: Application security engineers at companies on Claude Enterprise
Stop closing security findings by hand after every fix
An AppSec engineer used to chase developers to mark findings as fixed. Claude Security now scans new commits as they land, re-checks open findings when the code changes, and marks them fixed once a fix goes in. If something is still broken, it reopens the finding by itself, so the list stays honest.
Claude Help Center docs: Claude Security continuous scanning and fix tracking · 10 November 2026Source
ClaudeFor: Security leads sharing findings with auditors or contractors
Give the outside auditor a view-only seat in Claude Security
A security lead needs an outside auditor to see the findings without dismissing or reopening anything. In Claude Security she gives the auditor the View role, gives her on call engineers Triage, and keeps Full for herself. Everyone sees the same list, but only the right people can change it.
Claude Help Center docs: Claude Security access roles Full, Triage and View · 10 November 2026Source
ChatGPT
ChatGPTFor: Mac users who repeat the same clicky admin task every week or month
Show ChatGPT how you file an expense once, then never again
An office manager on a Mac turns on Record & Replay in the ChatGPT desktop app, files one expense claim while ChatGPT watches, then stops the recording. ChatGPT drafts a reusable skill with the inputs and steps, so next month she just opens a new chat, says use the expense skill and gives the new amount and receipt. It needs Computer Use switched on, and she keeps passwords and private data out of the recording.
ChatGPT docs: Record & Replay turns a recorded Mac workflow into a skill · 10 November 2026Source
ChatGPTFor: Anyone handing ChatGPT a long multi-step job with a clear definition of done
Give ChatGPT a /goal with a finish line and let it work to it
A consultant types /goal in the ChatGPT desktop app: turn these 40 interview notes into a themed findings deck, every theme backed by at least three quotes. The goal becomes both the prompt and the definition of done, and a progress row above the composer lets her pause, edit or clear it while she uses a side chat to ask how it is going. On a Mac she turns on Prevent sleep while running so her Mac stays awake while the goal runs.
ChatGPT docs: Goal mode for long-running work · 10 November 2026Source
ChatGPTFor: Travellers and planners who understand places faster on a map
Tag @Visualize to see the road trip as a map, not a list
A dad planning a week of driving with the kids types @Visualize and pastes the towns and drive times. Instead of a wall of text he gets a map he can explore in the chat, then asks ChatGPT to add a small table and a text summary underneath. The Visualizations preview is still rolling out, so if the tag does not show up he tries ChatGPT on the web.
ChatGPT docs: Visualizations preview with @Visualize · 10 November 2026Source
ChatGPTFor: Mac and Windows desktop app users stuck on an error that is easier to show than describe
Press both Command keys to show ChatGPT the error box
A freelancer gets a confusing error in her invoicing app, brings the window to the front and presses both Command keys (both Alt keys on Windows). The appshot sends just that window, image plus its text, into a ChatGPT chat, so she can ask what went wrong without typing it out. It only grabs the frontmost window, so her other apps stay out of it.
ChatGPT docs: Appshots in the ChatGPT desktop app · 10 November 2026Source
ChatGPTFor: Developers and power users moving between AI coding agents
Bring your Claude Code or Cursor setup into ChatGPT in one go
A developer trying ChatGPT's desktop app opens Settings, then Import, and picks Claude Code and Cursor. Her instructions, skills, plugins, projects and recent chats come across, and a status card flags the plugins that still need signing in. Her old setup is left untouched, so she can switch back any time.
ChatGPT docs: import from Claude Code, Claude Cowork or Cursor · 10 November 2026Source
ChatGPTFor: Linux users on Ubuntu, Debian, Fedora or Arch who want the desktop app
Install the ChatGPT desktop app on your Ubuntu laptop
A data engineer who lives on Ubuntu 24.04 installs the ChatGPT desktop app preview with apt and works with projects, local files and Codex without switching machines. Debian 13, Fedora 43 and 44 and Arch are supported too, on x64 or ARM64. Computer Use is not in the Linux preview yet, so jobs that need it stay on his Mac.
ChatGPT docs: ChatGPT desktop app for Linux (preview) · 10 November 2026Source
ChatGPTFor: Small business owners and creators publishing a ChatGPT Site
Put your ChatGPT Site on the domain you already own
A yoga teacher who built her class schedule as a ChatGPT Site adds her own subdomain in the site settings, copies the DNS records into her domain provider and refreshes the status a few minutes later. Then she checks the built-in analytics to see visitors and page views over time. Sites does not register domains for you, and custom domains are not available in Enterprise workspaces at launch.
ChatGPT docs: Sites custom domains and analytics · 10 November 2026Source
ChatGPTFor: People who send lots of email and hate editing AI tone out of drafts
Let ChatGPT Work draft emails that sound like you wrote them
A recruiter connects her email in ChatGPT Work on the web and selects Use writing style, because connecting the app alone does not finish setup. Now when she asks Work to draft a candidate follow up, it reads like her own short, friendly notes instead of generic AI copy. If she ever wants the generic voice back, she turns off Reference my writing style in Settings.
ChatGPT docs: writing style in ChatGPT Work · 10 November 2026Source
ChatGPTFor: Students and learners who watch long YouTube talks and lectures
Ask the side chat what minute the speaker gets to the point
A student watching an hour long lecture on YouTube opens ChatGPT's side chat in Chrome and asks where the professor explains the exam topic. When captions are available, ChatGPT uses the timestamped transcript to summarize and answer, so he jumps straight to the right part. Side chat works in Chrome, Edge, Brave and Vivaldi, not Opera.
ChatGPT docs: ask about a YouTube video in the browser extension · 10 November 2026Source
ChatGPTFor: Knowledge workers on sites that support WebMCP, and web teams adding it
Let ChatGPT use the actions a website offers it
A product manager opens a document editor in the ChatGPT desktop app's built-in browser and asks ChatGPT Work to find the pricing section and leave comments for her. If the site supports WebMCP site tools, ChatGPT uses those built-in actions on the same live page instead of clicking around, and she can open Site tools in the address bar to see exactly what it can do. Normal confirmations still apply to bigger actions.
ChatGPT docs: Site tools (WebMCP) in the built-in browser · 10 November 2026Source
OpenAI Codex
OpenAI CodexFor: Developers who attach screenshots to Codex CLI prompts
Get your screenshots back when you restore a draft you killed
A frontend dev pastes three screenshots of a broken checkout into the Codex CLI composer, writes half a prompt, then clears it by accident. Since Codex CLI 0.166.0, restoring the killed composer text brings the local image attachments back too, so she doesn't have to dig the screenshots out of her downloads folder again.
openai/codex release 0.166.0: image attachments kept when restoring killed composer text · 29 October 2026Source
OpenAI CodexFor: Developers who resume or fork long Codex CLI threads
Fork a long thread without it compacting too soon
A backend engineer has a long Codex thread full of context about a payments migration and forks it to test a second approach. Codex CLI 0.166.0 keeps the reasoning token count accurate across resume and fork, so the fork doesn't squash the history into a summary earlier than it needs to and he keeps the detail he built up.
openai/codex release 0.166.0: reasoning token accounting kept across resume and fork · 29 October 2026Source
OpenAI CodexFor: Developers configuring custom model providers in Codex CLI
See the real error straight away when a model name is wrong
A developer sets up a custom provider and mistypes the model name in her config. Since Codex CLI 0.165.0, a provider's "model not found" error is treated as final, so Codex stops retrying and shows the original message, and she spots the typo in seconds instead of watching retries spin.
openai/codex release 0.165.0: model not found errors stop retries · 27 October 2026Source
OpenAI CodexFor: Platform and security teams that restrict Codex plugin marketplaces
Update Codex before your team adds plugin marketplaces
A platform team only lets developers add plugin marketplaces from hosts on an allowed list. Codex CLI 0.165.0 closes a gap where Git could connect to a different host than the one checked against those patterns, so the team makes 0.165.0 or later the minimum version before rolling out their marketplace rules.
OpenAI CodexFor: Developers building tools on the Codex app server API
Add a try another way button to your own Codex front end
A developer building an internal tool on the Codex app server wants users to branch off a conversation without losing the original. Codex CLI 0.165.0 adds experimental attached thread forks to the app server API, so he prototypes a button that spins off a fork tied to the parent thread. It is experimental, so he keeps it behind a flag.
openai/codex release 0.165.0: experimental attached thread forks in app server API · 27 October 2026Source
OpenAI CodexFor: Windows developers behind authenticated corporate proxies
Get through the corporate proxy on Windows with your own login
A developer at a bank runs Codex on a Windows laptop behind a proxy that demands authentication. Since Codex CLI 0.164.0, HTTPS and WebSocket connections answer proxy challenges with the signed in Windows user's Negotiate or NTLM credentials, so Codex connects without her pasting a proxy password anywhere.
openai/codex release 0.164.0: Windows proxy authentication with Negotiate or NTLM · 23 October 2026Source
OpenAI CodexFor: Engineers who script Codex CLI with config overrides
Stack -c overrides in your scripts without one cancelling another
A DevOps engineer wraps Codex in a shell script that passes one -c override before the subcommand and another after it. Codex CLI 0.164.0 keeps overrides given with -c or --config at several subcommand levels, so both settings apply and the script behaves the same in every pipeline.
openai/codex release 0.164.0: -c and --config overrides kept across subcommand levels · 23 October 2026Source
OpenAI CodexFor: Windows and WSL developers using the Codex CLI
Paste a stack trace into Codex on Windows with Ctrl+V
A .NET developer copies a long stack trace and wants it in the Codex CLI on Windows. Since 0.163.0, Ctrl+V and Shift+Insert paste text as well as images, and on WSL copy attempts time out instead of hanging, so pasting logs works the way he expects.
openai/codex release 0.163.0: Ctrl+V and Shift+Insert paste text on Windows · 15 October 2026Source
OpenAI CodexFor: Engineering leads getting Codex approved on Linux machines
Show your security team how the Linux sandbox actually works
An engineering lead needs sign off before developers run Codex on Linux workstations. The Linux sandbox docs updated in Codex CLI 0.163.0 explain that bubblewrap handles filesystem isolation and seccomp handles syscall filtering, so she can hand the security reviewer a clear answer instead of guessing.
openai/codex release 0.163.0: Linux sandbox docs on bubblewrap and seccomp · 15 October 2026Source
OpenAI CodexFor: Developers whose scripts start watchers or background processes
Stop Codex hanging after a command starts a background process
A web developer asks Codex to run a script that launches a watcher which keeps its output pipe open. Since Codex CLI 0.163.0, local commands finish promptly even when a child process holds the pipe, so the turn moves on instead of sitting there until he presses Escape.
openai/codex release 0.163.0: local commands finish when a child keeps a pipe open · 15 October 2026Source
Google Gemini
Google GeminiFor: Google AI subscribers in the US whose details have changed
Tell Gemini to forget your old phone number
Someone who just changed numbers and picked up Japanese lessons opens the new Memory summary under Settings, Personal Intelligence, and reads what Gemini thinks it knows, sorted into groups like The Essentials and Travel and Daily Gear. They type 'forget my old phone number' and 'remember that I speak Japanese' into the box at the bottom, and Gemini asks a follow up question if the request is unclear. Their answers stop leaning on stale details. It's for Google AI subscribers using US English with Keep Activity and Memory turned on.
9to5Google: Memory summary in the Gemini app to view, edit and delete what it remembers · 9 November 2026Source
Google GeminiFor: Google AI subscribers in the US who want to audit Gemini's memory
Check when Gemini learned that fact about you
A freelancer notices Gemini keeps suggesting a gym they quit months ago. They open Memory history from the three dot menu in the Memory summary, which shows when each piece of information was added or modified, find the old entry, then use the pencil icon to rewrite the Fitness and Lifestyle section in one go. Now they know where the odd suggestion came from and it's gone. Available to Google AI subscribers in US English with Keep Activity and Memory on.
9to5Google: Memory history and broad edits in Gemini's Memory summary · 9 November 2026Source
Google GeminiFor: Legal and finance teams on Google Workspace business and enterprise plans
Check every contract against the playbook in Drive
A legal specialist builds a skill in Workspace Studio that points to the team's contract review guidelines stored in Drive. When a new contract lands in Docs or Drive, anyone on the team can @mention the skill and Gemini reviews it against the same rules, instead of everyone pasting their own instructions. Skills are rolling out to Business and Enterprise Starter, Standard and Plus, starting November 9 for Rapid Release domains and November 30 for Scheduled Release, English only.
Google Workspace Updates: skills in Workspace and Workspace Studio, standardized reviews · 10 November 2026Source
Google GeminiFor: Project leads and team managers using Google Workspace
Get the Friday status update written on a schedule
A project lead writes a status update skill once, with the team's format and headings, then hooks it to a Workspace Studio flow with an 'On a schedule' starter. Each week Gemini pulls from meeting notes, Chat conversations and Drive files and drafts the update in the same shape, with no retyping of formatting rules. Rolling out from November 9 (Rapid Release) and November 30 (Scheduled Release) on eligible Business and Enterprise editions.
Google Workspace Updates: skills can trigger Workspace Studio flows on a schedule · 10 November 2026Source
Google GeminiFor: Sales and marketing managers rolling out shared AI instructions
Write the team's sales email skill together in a Doc
A sales manager drafts a new skill in Google Docs so reps can comment on the tone and structure before it goes live. In Workspace Studio she tests how it writes an email draft, turns it on, and shares copies with the team, remembering to share the Drive files it references too. Each rep gets an independent copy, so her later tweaks won't overwrite theirs. Available on eligible Workspace business and enterprise editions for users 18 and over.
Google Workspace Updates: draft, test and share skills in Workspace Studio · 10 November 2026Source
Google GeminiFor: People who use Gemini app skills and a Google Workspace work account
Copy your Gemini app skill into Workspace Studio by hand
A consultant already has a proposal writing skill in the Gemini app and wants it at work too. Workspace skills don't sync with the Gemini app, but both use the open SKILL.md format, so they copy the instructions over and edit the Markdown file in Workspace Studio. Now the same proposal rules work inside Gmail, Docs and Slides. Note that the 2027 Gems migration only creates draft skills in the Gemini app, not in Workspace.
Google Workspace Updates: SKILL.md skills shared format with the Gemini app · 10 November 2026Source
Google GeminiFor: Field and client facing staff on Google Workspace
Call up the team's skill from Google Chat on your phone
An account manager is between client visits and needs a reply in the team's usual format. In the Google Chat app on Android or iOS, they @mention the team skill and Gemini uses the shared rules and templates without them typing any instructions. It's one of the places skills can be invoked, alongside Gmail, Docs, Slides, Drive and Workspace Studio on the web, though not yet Sheets or Meet.
Google Workspace Updates: invoke skills in the Google Chat mobile app · 10 November 2026Source
Google GeminiFor: Google Workspace admins at companies on Business or Enterprise plans
Turn skills off for one department while you pilot them
A Workspace admin learns that skills are on by default for eligible editions and wants a slower start for the finance org. In the Admin console they disable skills for that organizational unit, leave them on for a pilot group, and watch the new Workspace Studio log events to see how skills are being used before opening them up. External sharing follows the existing Studio sharing controls.
Google Workspace Updates: admin controls and audit logs for Workspace skills · 10 November 2026Source
Google GeminiFor: Analysts and researchers who enrich big lists in Google Sheets
Fill a whole column of 3,000 company descriptions at once
A researcher has a sheet of a few thousand suppliers and needs a one line description for each. With Fill with Gemini in Google Sheets, one request can now cover up to 3,000 cells, with more consistent results from cell to cell, so they run it on the whole column instead of in small batches. Available on Business and Enterprise Standard and Plus, Google AI Pro and Ultra, and some add ons.
Google Workspace Updates: Fill with Gemini supports up to 3,000 cells per request · 28 October 2026Source
Google GeminiFor: Founders and freelancers who send decks to PowerPoint users
Make a pitch deck in chat and download it as PPTX
A founder whose investor uses PowerPoint asks Gemini on the web to build a short pitch deck from their notes. They preview it right in the chat, then download it as a PPTX file, or open it in Google Slides if they want to keep working there, and upload a copy to Drive. No copy and paste between apps.
9to5Google: Gemini app generates slide decks you can download as PPTX or PDF · 29 October 2026Source
AI image generation
AI image generationFor: Solo YouTubers, coaches and creators who appear in their own thumbnails
Train your own face once with Higgsfield Soul ID for every thumbnail
A YouTuber who is tired of awkward selfie shoots uploads 20 to 80 photos of themselves and trains a Soul ID for 25 credits, picking Soul 2.0 as the image model. From then on every thumbnail and channel banner shows the same recognisable face, and because the trained Soul ID turns up as a Character element with its own @ tag, the same person can carry over into their video clips too.
Higgsfield blog: Soul ID trains on 20 to 80 photos for 25 credits, best tools for consistent characters · 9 November 2026Source
AI image generationFor: Ecommerce owners and performance marketers who need lots of static ad variants
Paste your shop link and get a batch of static ads per product
A small skincare shop owner imports their website into Higgsfield Ads Studio, checks the logo, colours, tone and selling points it pulled in, and picks the products to promote. For each product they ask for up to 20 static ads, each built around a different angle like a reason to buy or a usage moment, and they see the credit total (4 credits per ad) before the batch runs.
Higgsfield blog: Introducing Ads Studio, static ads from a saved brand profile · 1 October 2026Source
AI image generationFor: Designers and studios with saved image workflows in Krea
Swap Flux.1 Krea out of your saved Krea Nodes workflows
A designer opens an old Krea Nodes pipeline for client mockups and finds it no longer runs, because Flux.1 Krea was retired from Krea Image and Nodes on November 2. They switch those nodes to Krea 1 or Flux, rerun a few test images to check the look still matches, and save the updated workflow before the next client request lands.
Krea changelog: Flux.1 Krea retired from Krea Image and Nodes · 2 November 2026Source
AI image generationFor: Enterprise brand and creative teams handling confidential or embargoed visuals
Edit unreleased product photos with Krea 3 Zero Data Retention
An enterprise creative team working on a product that is still under embargo turns on Zero Data Retention for Krea 3, sends up to 8 reference images as base64 data URIs and marks the exact areas to change with bounding box regions. They get their edits done without the confidential shots being kept, which keeps legal happy before launch day.
Krea changelog: Krea 3 Zero Data Retention, up to 8 references and bounding boxes · 24 October 2026Source
AI image generationFor: App developers and product teams who need images at volume
Generate thousands of draft images cheaply with Recraft V4.1 Flash
A developer building a recipe app needs a placeholder illustration for every one of a few thousand recipes before the real photos arrive. They run the batch on Recraft V4.1 Flash through the direct API at $0.007 per image, paid from prepaid units that do not expire, then rerun only the favourite pages on V4.1 or V4.1 Pro.
Recraft blog: V4.1 Flash at $0.007 per image on the direct API · 4 November 2026Source
AI image generationFor: Marketers and designers who already work inside an AI agent
Let your AI agent erase, extend and vectorize images through Recraft MCP
A marketer working in an AI agent connects the Recraft MCP server, which sits on Recraft's direct API side. Instead of jumping between apps, they ask the agent to erase a stray object, extend a banner sideways with outpainting, swap the background and turn the logo into a vector, all with Recraft's editing tools in one chat.
Recraft blog: Recraft MCP server and direct API editing tools · 4 November 2026Source
AI image generationFor: Small business owners who lost their original logo files
Turn a blurry old logo JPEG into a clean SVG with Ideogram Vector
A bakery owner only has a fuzzy JPEG of the logo their cousin drew years ago, and the sign maker wants a vector file. They upload it to Ideogram Vector 1.0's image to vector mode, which converts it to an SVG without any prompt for $0.10, and send the sign maker a file that scales cleanly.
Ideogram Vector 1.0 model page (docs): image to vector conversion · 10 November 2026Source
AI image generationFor: Media buyers and marketing teams running ads across many placements
Rebuild one finished ad for every banner size with Ideogram Ad Resizer
A campaign manager has one approved square ad and now needs a 728x90 leaderboard, a 320x50 mobile banner and a 1080x1920 Story. Ideogram's Ad Resizer reads where the product, logo and copy sit and rebuilds the layout for each shape instead of cropping or stretching it, so the whole set is ready the same afternoon.
Ideogram Ad Resizer app page (docs): reframe one ad for IAB, social and CTV sizes · 10 November 2026Source
AI image generationFor: Product designers and small brands testing materials before production
Show your handbag in leather, canvas and wood finish from one photo
A handbag maker has one good product photo and wants to test which material customers like before ordering stock. In Ideogram's Material Swap they upload the photo, add a reference of each fabric or finish and describe the part to change, and get versions that keep the bag's shape, construction, lighting and scene.
Ideogram Material Swap app page (docs): change the material, keep the product · 10 November 2026Source
AI image generationFor: Print on demand sellers and merch designers
Make a print ready T-shirt design with a transparent background in Ideogram
A print on demand seller ends their Ideogram prompt with "transparent background" and sets the model to auto, tweaks the design in the editor without losing the transparency, then upscales it to 8K for printing. They finish by uploading the design as a reference in Ideogram Edit and prompting a mockup of it on a shirt for the shop listing.
Ideogram Print on Demand workflow (docs): transparent designs, 8K upscale and mockups · 10 November 2026Source
AI video generation
AI video generationFor: Small online brands that need short vertical product clips on a tight budget
Get four takes of the same product clip in one Wizshot run
A small skincare brand uploads up to nine photos of its serum and the model holding it into Wizstar's new Wizshot 1.0, then asks for a 10 second portrait clip. One generation returns up to four 720p videos, so the owner picks the take where the label and the model's face look right and skips the rest. It works without a paid membership, at 5 Credits per second in Credit Mode.
Wizstar press release: Wizshot 1.0 reference-to-video model, up to four videos per generation · 6 November 2026Source
AI video generationFor: HR, L&D and internal comms teams who make videos in Google Workspace
Drop a 15 second Omni scene into your onboarding video in Google Vids
An HR manager building a new starter video in Google Vids needs a short scene of a welcome desk that doesn't exist yet. With Gemini Omni 1.2 Flash she slides the clip length anywhere from 3 to 15 seconds to fit the voiceover, and uses the same reference images so the office and characters look alike from clip to clip. It's rolling out to Workspace Business, Enterprise and Education Plus plus Google AI Pro and Ultra accounts, with no admin control to switch on.
Google Workspace Updates: Gemini Omni 1.2 Flash in Vids with 3 to 15 second clips · 5 November 2026Source
AI video generationFor: Students and hobby filmmakers testing AI video before subscribing
Try Omni Flash 1.2 in Google Flow before you pay for a plan
A student filmmaker who isn't ready to pay for Google AI opens Flow and makes 3 to 10 second clips with Omni Flash 1.2 from text, frames or reference images, and even edits an existing clip with Video to Video. If the results hold up, upgrading to Plus, Pro or Ultra unlocks 15 second clips and Omni Extend. Some Omni features are limited to certain regions.
Google Flow Help docs: Omni Flash 1.2 features without a Google AI subscription · 10 November 2026Source
AI video generationFor: Creators and social teams who publish short videos daily
Post a fresh clip every day with Kling 4.0 Flash
A recipe creator who posts every single day switches her daily 15 second teasers to Kling 4.0 Flash, which Kling built for frequent creation with fast generation and good value. Flash covers text to video, image to video and Omni Reference at 720p for 3 to 20 seconds, so she keeps the full Kling 4.0 model for the weekly hero video that needs 4K or keyframes.
Kling 4.0 User Guide: Kling 4.0 Flash for frequent creation at 720p · 4 November 2026Source
AI video generationFor: Language teachers and educators making short dialogue clips
Write the subtitles straight into your Kling 4.0 prompt
A language tutor makes a short dialogue clip in Kling 4.0 and puts the subtitles right in the prompt, setting the font size, alignment and how long each line stays on screen so it matches the spoken words. The clip comes out with captions already burned in, so there's no separate captioning step before it goes to students.
Kling 4.0 User Guide: subtitles written into the prompt · 4 November 2026Source
AI video generationFor: Hotel, restaurant and venue marketers fixing real footage
Remove the stranger who walked through your shot with Kling 4.0
A boutique hotel films a lovely lobby clip, but a guest wanders through the foreground. The marketer uploads it to Kling 4.0 Video Editing and writes "Edit @Video1 to remove the foreground person. Keep everything else unchanged." The rest of the shot stays as filmed, so there's no reshoot.
Kling 4.0 User Guide: Video Editing to remove an element · 4 November 2026Source
AI video generationFor: App developers adding AI video to a freemium product
Give your app's free users Grok Imagine 1.5 Lite videos
A developer running a greeting card app wants free users to make short animated cards without wrecking the budget. They route free requests to grok-imagine-video-1.5-lite, xAI's lowest priced video model at $0.020 per second, and save grok-imagine-video-1.5 at $0.080 per second for paying users.
xAI docs: models and pricing, grok-imagine-video-1.5-lite · 10 November 2026Source
AI video generationFor: ComfyUI users and studios who run video models on their own GPUs
Wire Pika H3 Flex into your ComfyUI graph
A motion designer who builds everything in ComfyUI pulls the open Pika H3 Flex weights from Hugging Face and adds them to an existing node graph. They get text, image and reference to video with synchronized audio at 480p or 768p on their own GPUs, and only upsample the keeper to 1080p, 2K or 4K. Check the repo for the licence before client work.
Pika: H3 Flex technical deep dive, open weights with ComfyUI and Diffusers · 29 October 2026Source
AI video generationFor: Brand and marketing teams refreshing ads after a product redesign
Swap old packaging for the new design in last year's ad
A snack brand redesigns its bag but loves last year's 20 second ad. With Higgsfield Genjutsu, the marketer uploads the clip and photos of the new bag, and Object Swap changes just the package while the rest of the shot stays as filmed. Genjutsu Lite can do it without choosing a mode, at 720p or 1080p with up to 10 reference images.
Higgsfield blog: Genjutsu Object Swap and Genjutsu Lite · 20 October 2026Source
AI video generationFor: Agency creatives and art directors building pitch boards
Add moving shots to your pitch mood board in Firefly Boards
An agency creative lays out reference photos for a client pitch in Adobe Firefly Boards, then picks Gemini Omni Flash from the model menu and turns a few of them into clips up to 10 seconds at 720p. When the client wants a tweak, she describes the change and the clip evolves instead of starting over, all on the same board the team is already looking at.
Adobe Firefly docs: Gemini Omni Flash partner model in Firefly Boards · 10 November 2026Source
Claude Code
Claude CodeFor: Tech leads planning large refactors in Claude Code
Put a whole service and its docs in front of Fable 5.2
A tech lead planning a big rewrite switches Claude Code to Claude Fable 5.2, now the default Fable model with a 1M token context window. She loads the service, its tests and the design docs into one session and asks for a migration plan, knowing it costs $8 in and $40 out per million tokens. On Pro and Max a saved Fable 5.1 pick moves to Fable straight away, and Team and Enterprise wait for the organization to allow it.
Claude Code changelog 2.1.321: Claude Fable 5.2 default Fable model · 9 November 2026Source
Claude CodeFor: Developers who start Claude Code sessions through Remote Control
Give every Remote Control session the same settings file
A developer runs claude remote-control on a home server so he can start sessions from his phone, and wants each one to use a stricter permission setup. With the new --settings flag in 2.1.321, he points it at one settings file that applies to every session it starts. If he edits the file, he restarts remote-control before new sessions start.
Claude Code changelog 2.1.321: --settings for claude remote-control · 9 November 2026Source
Claude CodeFor: VS Code users of Claude Code who juggle API keys and sign ins
Catch a stray API key before it bills the wrong account in VS Code
A freelancer has an old API key in her environment and also signs in with an auth token, then wonders why usage looks odd. Since 2.1.321, the VS Code extension shows a warning above the prompt box when both are set, the same warning the terminal gives at startup, so she removes the extra key.
Claude Code changelog 2.1.321: VS Code warning when auth token and API key are both set · 9 November 2026Source
Claude CodeFor: Developers who run long background commands in Claude Code
Run noisy background builds without them flooding your context
A mobile developer kicks off a long Gradle build in the background while Claude keeps working. Since 2.1.321, background command notifications and TaskStop results show Claude only the start and end of a command over 1,000 characters, so the session keeps room for actual code instead of build spam.
Claude Code changelog 2.1.321: background command output trimmed to save context · 9 November 2026Source
Claude CodeFor: Developers who leave Remote Control sessions running on their machines
Keep a Remote Control session locked to the repo you started it in
A consultant starts a Remote Control session inside one client's repo on her workstation. Since 2.1.321, a connected client can no longer move that session to another folder, so whatever happens from the phone or web stays inside the project she picked.
Claude Code changelog 2.1.321: Remote Control sessions keep their starting folder · 9 November 2026Source
Claude CodeFor: Developers building mods and running headless Claude Code
Tweak a mod while a headless session picks up the change
A developer is building a mod in .claude/skills and testing it in a headless run. Since 2.1.321, headless sessions reload mods there when their files change, so he edits and sees the new behaviour without restarting. On a CI box where he wants nothing to change mid run, he sets CLAUDE_CODE_PLUGIN_DIR_WATCH=0.
Claude Code changelog 2.1.321: headless sessions reload mods in .claude/skills · 9 November 2026Source
Claude CodeFor: IT admins rolling out MCP servers with OAuth sign in
Update Claude Code before connecting more OAuth MCP servers
An IT admin is about to approve a batch of MCP servers that sign in with OAuth. Version 2.1.321 fixes MCP OAuth requests sending secrets such as refresh tokens to another host when a server redirected them, so she makes it the minimum version before anyone connects new servers.
Claude Code changelog 2.1.321: MCP OAuth redirect secret leak fixed · 9 November 2026Source
Claude CodeFor: Developers who use fast mode in Claude Code
Keep the same model when fast mode gets busy
A developer uses fast mode for quick fixes during a release crunch, and fast serving gets overloaded. Since 2.1.321, Claude Code tries standard speed on the same model first instead of losing replies, switching models or retrying for minutes, so his answers just slow down a bit and stay consistent.
Claude Code changelog 2.1.321: fast mode falls back to standard speed on the same model · 9 November 2026Source
Claude CodeFor: Windows developers who start Claude Code many times a day
Open Claude Code faster on a Windows laptop
A developer on Windows opens Claude Code dozens of times a day across repos. Version 2.1.321 finds programs on PATH without starting a helper process and stops checking which git.exe to run on every launch with a standard Git for Windows install, so startup and the first command feel quicker.
Claude Code changelog 2.1.321: faster Windows startup and Git for Windows check · 9 November 2026Source
Claude CodeFor: Build engineers running claude -p on Linux CI with NFS storage
Make a full NFS share fail your CI job instead of passing silently
A build engineer runs claude -p jobs on Linux runners that write to an NFS share. Before 2.1.321, a full export or used up quota could lose transcript lines while the run still exited 0. Now it prints an error and exits 1 in text and json output, so his pipeline flags the problem.
Claude Code changelog 2.1.321: claude -p exits 1 when NFS loses transcript lines · 9 November 2026Source
Meta Muse
Meta MuseFor: Developers building high volume support or ops agents
Let Muse Wonder write the support rules and Muse Ember apply them
A support platform team builds an agent where Meta's bigger Muse Wonder model sets the rules for handling customer support issues, then the new lightweight Muse Ember applies them across tens of thousands of cases. Meta sums it up as Wonder plans and Ember handles the volume, at $0.10 per million input tokens.
TechCrunch: Meta releases Muse Ember, a lightweight model for agent execution · 9 November 2026Source
Meta MuseFor: Developers on Muse Code plans doing large, repetitive code migrations
Port a codebase with sixteen small agents and one planner
A developer on any Muse Code subscription plan lets Muse Wonder plan a port and hand each bounded piece to Muse Ember workers. In Meta's own test, sixteen Ember agents each took one Pygments lexer from Python to Rust in their own copy of the repo, and anything unclear went back to the planner.
Meta developer blog (docs): build with Muse Ember, Wonder plans and Ember ports code in parallel · 10 November 2026Source
Meta MuseFor: Developers building bookkeeping, AP or document processing tools
Pull the fields out of a stack of scanned invoices
A developer building a bookkeeping tool calls Muse Ember through the Meta Model API to extract fields from scanned invoices. Meta suggests having it return null when a value is not there, so missing totals or dates show up as gaps instead of guesses.
Meta developer blog (docs): Muse Ember extracts fields from scanned invoices · 10 November 2026Source
Meta MuseFor: Developers building photo, archive or digital asset tools
Caption, rename and sort ten thousand photos into albums
A developer points a Muse Ember pipeline at a huge, messy photo folder. In Meta's example, all 10,000 photos were captioned, renamed and sorted into albums for $1.59 in total, with results matching reference labels about 86% of the time, so a quick human check still makes sense.
Meta developer blog (docs): Muse Ember photo organization case study · 10 November 2026Source
Meta MuseFor: Developers building meeting notes or productivity apps
Get the action items straight from the meeting recording
A team building a meeting notes app sends recorded meeting audio to Muse Ember, which takes audio as input, and asks it to summarize the action items. Because Ember is priced for repeated work, they can run it on every recording rather than just the important ones.
Meta developer blog (docs): Muse Ember summarizes action items from meeting audio · 10 November 2026Source
Meta MuseFor: Developers and QA teams triaging user bug reports
Read the screenshot that came with the bug report
A developer wires Muse Ember into their bug intake so it interprets the screenshot a user attached alongside the written bug report. Triage gets a clearer picture of what the user actually saw before anyone opens the ticket.
Meta developer blog (docs): Muse Ember reads screenshots alongside bug reports · 10 November 2026Source
Meta MuseFor: Parents juggling family schedules
Keep a day to day family activity log in the Muse sidebar
A busy parent asks Muse to create a space that logs the family's day to day activities. Muse stores it as a mini app in the sidebar, so the log is one tap away whenever someone asks what happened this week.
Social Media Today: Muse mini apps, family activity log example · 8 November 2026Source
Meta MuseFor: Electric vehicle owners
Build yourself an EV charging overview in Muse
A new electric car owner asks Muse to create a space that gives an overview of their EV charging, set up with the details they care about. It lives in the Muse sidebar as its own mini app, so they check it there instead of asking the same question again.
Social Media Today: Muse mini apps, EV charging overview example · 8 November 2026Source
Meta MuseFor: Online shoppers with lots of deliveries on the way
Keep all your deliveries in one package tracking space
Someone with orders arriving from several shops asks Muse to build a package tracking tool. Muse turns it into a mini app in the sidebar, so every delivery is in one place they can revisit instead of a chat thread they have to scroll back through.
Social Media Today: Muse mini apps, package tracking tool example · 8 November 2026Source
Meta MuseFor: Shoppers who discover products on Instagram
Get a daily list of product picks based on your Instagram activity
A shopper asks Muse to create a space with a daily listing of product recommendations based on their Instagram activity. It sits in the Muse sidebar as a mini app, so browsing new picks becomes a quick daily check rather than a search.
Social Media Today: Muse mini apps, daily product recommendations from Instagram · 8 November 2026Source
OpenAI Dots
OpenAI DotsFor: University IT and ChatGPT Edu admins planning a dots rollout
Switch dots on for the test group, not the undergrads
A university IT lead uses OpenAI's higher education role guide to set dots permissions per tier: off for the Core undergraduate profile, on for a small TEST group with named test owners, and a deliberate decision for grad students and research staff. Adding dots to Slack and Teams, local computer access and custom rules are separate switches, so each gets its own yes or no.
OpenAI DotsFor: Dot owners and admins connecting a dot to shared documents and portals
Check what the website login can edit, not just the plugin
A finance manager gives her dot a read only plugin for the shared drive and assumes it cannot change anything. OpenAI's security guide warns that if cloud browser use is on, the dot can still make changes through a signed in website account, so she checks that account's role and uses a view only login for the browser job.
OpenAI docs: Safety and security in dots, browser sign-ins · 10 November 2026Source
OpenAI DotsFor: Agencies, consultancies and teams that share Slack channels with outside companies
Keep your dot out of Slack channels shared with clients
An agency account lead wants his dot in the project channel, but the channel is a Slack Connect channel with the client. OpenAI recommends using a dot only where everyone is in your own organization, because anyone in the channel can read its posts, so he adds it to the internal team channel instead and keeps client chat human.
OpenAI docs: Safety and security in dots, audience visibility · 10 November 2026Source
OpenAI DotsFor: Privacy and compliance teams in workspaces using dots
Answer a deletion request that touches a dot's notes
A privacy officer gets an erasure request about a Slack message. Following OpenAI's dots security guide, she finds the original message, any private dot note that quotes or summarizes it, and any report saved from it, then checks the deletion path for each copy, because revoking source access alone does not prove saved context is gone.
OpenAI docs: Safety and security in dots, data categories · 10 November 2026Source
OpenAI DotsFor: Employees at companies with VPN or managed device rules for internal tools
Do the VPN-only portal step yourself, not in your dot's browser
An engineer asks his dot to grab a report from an internal tool that needs the corporate VPN and a managed laptop. The dot's cloud browser cannot use his laptop's VPN or device status, so he uses an approved plugin where one exists, or does that one step himself on a compliant device and lets the dot carry on with the rest.
OpenAI docs: Safety and security in dots, cloud browser and VPN · 10 November 2026Source
OpenAI DotsFor: Dot owners (Pro and Business Premium, Enterprise) with more than one computer
Run two jobs at once on your two connected computers
A video editor connects both her studio Mac and her home laptop to her dot. Because each thread uses one computer at a time, she asks the dot to start a separate thread on each machine: one exports last week's clips on the studio Mac while the other tidies project files at home. Both computers need to stay online with the ChatGPT app open.
OpenAI docs: dots, connect another computer · 10 November 2026Source
OpenAI DotsFor: Enterprise admins approving outbound email workflows for dots
Test a banned recipient on every route your dot can email from
An IT admin approving a dot's Friday client email knows it could go out through the email plugin, the cloud browser's webmail or a desktop app. Using one test mailbox and a disposable message, she tries a prohibited recipient, a new permitted one and the real Friday send on each route, and records which control stopped or allowed each.
OpenAI docs: Safety and security in dots, same email through three routes · 10 November 2026Source
OpenAI DotsFor: Security engineers setting up local computer access for dots
Break your dot's safety hook on purpose before you trust it
A security engineer relies on a hook to stop dots calling a sensitive tool. Before rollout he tests what happens on a callback error or timeout, because OpenAI's guide says a failed PreToolUse hook can let the tool run, and hooks do not cover every internal subagent path.
OpenAI docs: local computer access for Work Cloud and dots, hooks · 10 November 2026Source
OpenAI DotsFor: Enterprise admins enabling local computer access for dots
Get everyone on desktop app 26.929 before turning on local access
An Enterprise admin switches on Allow local computer access under Use dots, then tells staff to update the ChatGPT desktop app to version 26.929 or higher, since local access will not take effect without it. Next a member with the right permissions connects a computer and runs one local test task with their dot.
OpenAI docs: local computer access for dots, admin setup · 10 November 2026Source
OpenAI DotsFor: Platform and observability teams monitoring dots in Enterprise workspaces
Do not look for dot cloud events in your OpenTelemetry dashboard
A platform team watching agent activity in their OpenTelemetry collector sees local execution events but nothing from dots' cloud coordination. That is expected: cloud orchestration events do not reach an existing collector and changing the endpoint will not fix it, so they pull those records from the Compliance API instead.
OpenAI docs: local computer access for dots, OpenTelemetry and audit · 10 November 2026Source
Claude Duet
Claude DuetFor: US online sellers with Claude Duet access and a Shop Pay account
Have Duet order your shipping labels through Shop Pay
A US seller running an online candle shop is out of shipping labels on a busy Monday. She asks Claude Duet to order more, it finds them and asks her to approve, and she taps Review in Shop Pay. Duet pays with a one-time card limited to the approved amount, and she gets back to packing. Duet is a research preview for US Pro, Max and Ultra plans.
Claude Help Center docs: Shop Pay with Claude Duet, ordering shipping labels · 10 November 2026Source
Claude DuetFor: Consultants and freelancers using Duet who handle confidential client work
Keep sensitive client chats in a Claude project, away from Duet's search
A consultant uses Claude Duet for her own admin but keeps one client's confidential work separate. Duet searches her Duet chats and her Claude chats outside of projects, so she does that client's work inside a Claude project. Her everyday chats stay searchable for Duet without switching chat search off for everything.
Claude Help Center docs: Get started with Claude Duet, which chats Duet searches · 10 November 2026Source
Claude DuetFor: Claude Duet users whose plans or routines have changed
Fix the one wrong thing Duet remembers about you
A small business owner notices Duet keeps saying his team meeting is on Tuesdays, which changed months ago. Since Duet uses and adds to his Claude memory, he goes to Settings > Your Claude, picks Manage next to Your memory, and edits that one topic. He doesn't have to reset everything Duet has learned to fix a single detail.
Claude Help Center docs: chat search and memory, Duet uses memory and editing topics · 10 November 2026Source
Claude DuetFor: Developers on Pro, Max or Ultra who use both Claude Code and Duet
Plan your coding sprints knowing Duet and Claude Code share one limit
A solo developer lets Duet handle her inbox and invoices in the background while she codes all day in Claude Code. Duet shares usage with all her other Claude tools, including Code, so on a heavy coding day she keeps big Duet jobs like decks and forecasts for the evening. That way neither one runs her out of limits by lunch.
Engadget: Claude Duet shares usage limits with Claude Code · 21 October 2026Source
Claude DuetFor: Teams that run on Slack and are trying the Claude Duet research preview
Keep watching your key Slack channels while Duet's Slack support is limited
A startup ops lead connects Slack to Claude Duet but learns from the help page that Slack works with limits in Duet. So she leans on Duet for Gmail, Calendar and Drive, and still checks the two Slack channels where customers escalate. Duet also checks accounts at set intervals, so something urgent can arrive between checks.
Claude Help Center docs: Get started with Claude Duet, Slack works with limits · 10 November 2026Source
9 November 2026 (110 ideas)
Grok Bot
Grok BotFor: Support leads and on call engineers at software companies
Spot a ticket spike before your alerts even fire
A support lead builds a Bot like xAI's IncidentWatch that checks the last 15 minutes of tickets every five minutes for a cluster of the same problem. When something new pops up, it pings the on call engineer with the issue, how many tickets match and a few examples, and holds the matching tickets so nobody answers them blind.
xAI: Using Grok Bot to detect and respond to incidents, IncidentWatch · 20 October 2026Source
Grok BotFor: Support engineers cleaning up after a product outage
Close hundreds of incident tickets with one reviewed batch
The outage is fixed but hundreds of tickets still need a final reply. A support engineer tells a Bot like IncidentSweep which tickets to include, which to skip and the exact message, then spot checks the proposed batch before approving. It sends in small batches, logs every action and stops if anything fails.
xAI: Using Grok Bot to detect and respond to incidents, IncidentSweep · 20 October 2026Source
Grok BotFor: Teams on Grok Bot whose Team Bot routines use personal connectors
Let the team routine tag you when it needs your account
A marketing team's Team Bot runs a weekly report routine, but one step needs a connector only you have. Instead of failing quietly, the Bot asks in the routine's Slack thread and tags you, so you connect it and the report goes out on time.
Grok Bot changelog v0.78.1: Team Bot routines ask for connectors in Slack · 27 October 2026Source
Grok BotFor: IT admins on Grok Bot Enterprise
Shut down the Bot computers nobody has used in a month
An IT admin rolling Grok Bot out across a company turns on Terminate Inactive Computers. Any Bot computer that goes 30 days without a message to its Bots counts as inactive, so forgotten experiments stop hanging around.
Grok Bot changelog v0.78.1: Terminate Inactive Computers after 30 days (Enterprise) · 27 October 2026Source
Grok BotFor: Support teams handing bugs to engineering
Hand engineering a bug ticket with a repro video attached
A support team connects Grok Bot to Linear and Datadog. When a ticket hits a known issue or a common backend error, the Bot adds to the existing issue or opens a new one, and records a video reproducing the problem so engineers can fix it faster.
xAI: How SpaceXSI uses Grok Bot to scale customer support, Linear issues and repro videos · 22 September 2026Source
Grok BotFor: Support managers watching customer experience quality
Get a heads up when a customer thread keeps going in circles
A support manager has Grok Bot watch for any ticket that bounces back and forth more than three times between a customer and an agent, human or Bot. Those threads get flagged for management review, so someone can step in and save the experience before it turns sour.
xAI: How SpaceXSI uses Grok Bot for support, flagging long back and forth tickets · 22 September 2026Source
Grok BotFor: Help center and docs owners at software companies
Keep the help center in step with what engineering shipped
A docs owner asks Grok Bot to review changes to the codebase and suggest matching updates to the help center. The articles stop describing last month's buttons, and the answers customers get from them stay accurate.
xAI: How SpaceXSI uses Grok Bot for support, help center updates from code changes · 22 September 2026Source
Grok BotFor: Product managers who want customer feedback without reading every ticket
Turn a pile of support tickets into product themes for engineering
A product manager asks Grok Bot to read the product feedback buried in support tickets each day and group it into clear themes. Instead of skimming tickets, they walk into planning with a short list of where customers are actually struggling.
xAI: How SpaceXSI uses Grok Bot for support, product feedback themes · 22 September 2026Source
Grok BotFor: Finance and ops leads paying for lots of SaaS tools
Find the paid software seats nobody has opened in 90 days
A finance lead sets up a procurement Bot like xAI's Haggle Bot and has it ask IT for assigned seat and last used data, then compare it with what the company pays. It sends back the names of idle seats for review, so the team can downgrade before the next bill.
xAI: Setting Grok Bot loose on procurement, unused SaaS seat audit · 4 September 2026Source
Grok BotFor: Office managers ordering new hire kits and supplies
Shop the weekly office supply order around before it goes out
An office manager stops repeating last week's order and asks a Bot to price it across Amazon, Costco, Uline and Walmart. If the exact item is not cheaper anywhere, it looks for an equivalent from another brand and collects the comparisons in a sheet you review before buying.
xAI: Setting Grok Bot loose on procurement, shopping recurring supply orders · 4 September 2026Source
Claude
ClaudeFor: Freelancers on a US Pro, Max or Ultra plan who check one money number every day
Put the cash flow widget at the top of your Personal Finance dashboard
A freelancer who only really worries about whether more money came in than went out opens Personal Finance in Claude and drags the cash flow widget to the top, then removes the widgets she never reads. The dashboard lets you add, edit, remove and reorder widgets, so the first thing she sees each morning is the one number she cares about. Personal Finance is a beta for Pro, Max and Ultra plans in the US.
Claude Help Center docs: Personal Finance dashboard widgets you can reorder · 9 November 2026Source
ClaudeFor: Privacy-minded Personal Finance beta users in the US who use Claude for lots of other things too
Make Claude ask first before it reads your bank accounts in a chat
A cautious user does not want bank data pulled into every chat, especially the ones about something unrelated. So they open the Plaid connector under Connectors and set its tools to Needs approval, so Claude asks before every read. Now the bank data only comes into a conversation when they say yes.
Claude Help Center docs: Personal Finance Needs approval setting under Connectors · 9 November 2026Source
ClaudeFor: US Personal Finance beta users who want to see how much they are really saving each month
Ask Claude about the money moving into your brokerage, not your stock picks
Someone links their investment account hoping for a portfolio review, but Personal Finance reads balances and transactions, not holdings, trades, rates or terms. So they ask the question it can answer: how much they have actually moved into that account over the past year, using up to 24 months of transactions. They get an honest savings picture, and they keep investment decisions for themselves.
Claude Help Center docs: what Personal Finance can and cannot read · 9 November 2026Source
ClaudeFor: Pro, Max or Ultra subscribers in the US who are about to cancel or downgrade
Unlink your banks yourself before you drop your paid Claude plan
A student moving from Pro back to Free assumes the bank connections disappear with the plan. They do not: when a paid plan ends you lose Personal Finance, but your banks stay linked until you unlink them. So before downgrading, they open the linked accounts page and choose Unlink all banks, knowing that unlinking a bank removes every account tied to that login.
Claude Help Center docs: Personal Finance after a plan ends, unlinking banks · 9 November 2026Source
ClaudeFor: People using Personal Finance in Claude who want to share a takeaway without sharing balances
Send a summary, not the chat link, when you talk money with your partner
After Claude helps a couple figure out where the grocery budget went, one of them is about to share the chat link. The help page warns that a shared chat link shows your messages and Claude's replies, including figures from your accounts. So they write a short summary in their own words and send that instead.
Claude Help Center docs: Personal Finance shared chat links show account figures · 9 November 2026Source
ClaudeFor: IT and security teams at eligible Claude Enterprise customers
Find the laptops still missing patches with Tanium from Claude Marketplace
An IT lead at a company on Claude Enterprise wants a clearer view of which endpoints are behind. Tanium Cloud, now on Claude Marketplace, gives real-time visibility across endpoints and helps find vulnerabilities, misconfigurations and missing patches. Eligible enterprise customers can put part of their committed Anthropic spend toward it instead of starting a separate budget fight.
Claude blog: Tanium Cloud joins Claude Marketplace · 4 November 2026Source
ClaudeFor: Marketing teams at eligible enterprise Claude customers
See how your brand shows up in AI search answers with AirOps
A marketing manager keeps hearing that buyers ask chatbots before they ever visit a website. AirOps, listed on Claude Marketplace, helps marketing teams analyze brand performance in AI search and tie the results to pipeline and revenue. She gets a way to show leadership whether that work is paying off, and eligible enterprise customers can use committed Anthropic spend on it.
Claude blog: AirOps for AI search strategy on Claude Marketplace · 4 November 2026Source
ClaudeFor: Employees at eligible enterprise Claude customers with knowledge spread across many tools
Find the answer buried across five company apps with Glean
A new hire needs the current travel policy, but it lives somewhere between the wiki, a chat thread and a shared drive. Glean, now on Claude Marketplace, connects company knowledge and workflows across systems so employees can find answers and finish multi-step tasks across connected apps. Instead of asking around for a day, the new hire gets the answer and the next step.
Claude blog: Glean on Claude Marketplace · 4 November 2026Source
ClaudeFor: PMO, IT, marketing, finance and ops teams at eligible enterprise Claude customers
Let monday agents work your boards with the owners and deadlines already set
An operations team runs every project on monday.com boards and does not want an AI guessing who owns what. monday agents, listed on Claude Marketplace, work inside projects, boards, docs and meetings, using their owners and deadlines as context. The team also keeps control over what the AI can access, approve and spend.
Claude blog: monday agents on Claude Marketplace · 4 November 2026Source
ClaudeFor: Claude Desktop users who use Cowork and are switching or returning a computer
Clear your Cowork tasks off Anthropic's servers before you hand back a laptop
A contractor finishing a project is returning the company laptop and wants their Cowork work gone, not just the local copy. In Claude Desktop, Reset App Data now also deletes the signed-in account's Cowork tasks from Anthropic servers before it resets, when its confirmation dialog says so. The old troubleshooting item is now called Delete Cowork Data and Restart, so it is easier to find.
Claude Desktop changelog v4.16336.0: Reset App Data deletes Cowork tasks · 3 November 2026Source
ChatGPT
ChatGPTFor: Anyone whose workspace has Work Cloud and local computer access and who switches between laptop and phone
Start the report on your laptop and check it from your phone
A consultant picks Cloud in the ChatGPT desktop composer and starts a Work task on an approved folder before heading to the airport. The same conversation opens on her phone, so she reviews the draft at the gate. She leaves the laptop online and connected, since steps that need its files still run there. It only works when the workspace offers Work Cloud and local computer access.
ChatGPT docs: continue ChatGPT Work across devices · 9 November 2026Source
ChatGPTFor: Teams whose ChatGPT admin has set up @ChatGPT in Slack or Microsoft Teams
Mention @ChatGPT to catch up on a long Slack thread
A support lead comes back from lunch to a 60 message thread about an outage. She mentions @ChatGPT in the thread and asks for a summary and a draft reply to the customer. Everyone in the thread can see the answer, and it runs on the company account the admin set up, not her personal access or memories.
ChatGPT docs: @ChatGPT in Slack and Microsoft Teams · 9 November 2026Source
ChatGPTFor: Team leads in workspaces where admins let members create teams and team automations
Give the whole team one Friday customer update that runs itself
A customer success manager creates a team in Settings, then sets up a Team Task under Scheduled with the Team toggle on. Every Friday it writes the customer update summary in the cloud with the team's service account, so it keeps running when she is on holiday. She hits Run now once to check the first result before trusting the schedule.
ChatGPT docs: Team Tasks with a team service account · 9 November 2026Source
ChatGPTFor: Workspace admins who manage plugins and want shared, limited app access for team automations
Hook the team's tasks to one Linear guest account, not everyone's
An IT admin sets up a workspace connection for Linear using a dedicated account invited as a guest to only the two teams that need it. Team Tasks and @ChatGPT can now read those issues without each person connecting their own Linear. Because actions use that account's permissions, the admin keeps its access narrow on purpose.
ChatGPT docs: workspace connections for Linear, Notion, Drive and more · 9 November 2026Source
ChatGPTFor: Freelancers and agencies sharing work in ChatGPT Space with people who should only give feedback
Let the client comment on the Page without letting them edit it
A freelance designer shares one Page from her ChatGPT Space with a client and picks Comment access. The client can read the brief and leave feedback, but cannot change the text. Before sending, she checks whether anyone still has inherited access from the parent Space.
ChatGPT docs: Space sharing roles and inherited access · 9 November 2026Source
ChatGPTFor: Anyone with Space enabled who presents decks and needs to hand them over in another format
Present the deck with speaker notes, then send it as Google Slides
A teacher builds a parent evening deck in ChatGPT Slides and presents it straight from ChatGPT with her speaker notes. Afterwards she exports it on the web to Google Slides for the school drive, and to PDF for parents who asked for a copy.
ChatGPT docs: present and export ChatGPT Slides · 9 November 2026Source
ChatGPTFor: ChatGPT Pro $500 users and people in eligible Enterprise or Edu workspaces where it is turned on
Use Ultrafast in ChatGPT Work when the deadline is in an hour
An analyst on Pro $500 switches a big ChatGPT Work task to Ultrafast with GPT-6.1 Sol because the board pack is due before lunch. It generates much faster, but it uses included limits at 8x the Standard rate, so she saves it for real crunch moments. Other self serve plans do not get Ultrafast, even with purchased credits.
ChatGPT docs: Ultrafast mode in Codex and ChatGPT Work · 9 November 2026Source
ChatGPTFor: Small business owners and marketers using the ChatGPT desktop app
Circle the ugly button on your landing page and say what to fix
A small shop owner opens her landing page in the ChatGPT desktop app's built-in browser and uses Annotate to drag a box around a cramped signup button. She uses Adjust to note the spacing and colour she wants, then sends it in chat. ChatGPT knows exactly which element she means instead of guessing from a long description.
ChatGPT docs: annotate pages in the desktop app browser · 9 November 2026Source
ChatGPTFor: Paid ChatGPT users (not Free or Go) who let ChatGPT Work browse on their behalf
Keep ChatGPT Work's browser off the sites you never want it touching
A Plus user lets ChatGPT Work research flights but sets website permissions to Always ask and blocks her bank's site outright. Work's cloud browser keeps its own cookies and sessions, separate from her personal browser, and she can clear data for one site when a job is done.
ChatGPT docs: website permissions in the Work cloud browser · 9 November 2026Source
ChatGPTFor: Students and teachers making posters, explainers and labeled diagrams
Make a labeled timeline poster with every word spelled right
A student needs a history fair poster, so she asks ChatGPT for a timeline infographic and puts each label in quotation marks with the font size and placement she wants. She spells one tricky place name letter by letter and says no other text is allowed. Then she reads every word before printing, as the guide suggests.
ChatGPT docs: text and infographics in image generation · 9 November 2026Source
OpenAI Codex
OpenAI CodexFor: Developers who come back to old Codex CLI chats after switching setups
Rescue a chat that won't resume by turning its transcript into a fresh prompt
A backend developer goes back to last week's migration chat and Codex says it can't resume it. In Codex CLI 0.167.0 they can still read the old transcript and have Codex prepare an editable prompt from it, then carry on in a new chat. The context from that earlier session isn't lost just because the old thread can't be reopened.
openai/codex release 0.167.0: editable prompt to continue an unresumable chat · 6 November 2026Source
OpenAI CodexFor: Developers running Codex CLI on low-memory Linux servers or VMs
Leave Codex running on a small Linux box without it hogging memory
A hobbyist keeps Codex CLI on a modest Linux server so they can drop in and start tasks whenever they like. Since 0.167.0 the Linux musl builds use fewer allocator arenas, which cuts idle memory once conversations unload, so the rest of the services on that box get more room.
openai/codex release 0.167.0: lower idle memory in Linux musl builds · 6 November 2026Source
OpenAI CodexFor: People who keep up with Codex tasks on both iPhone and computer
Read a task on your iPhone and stop seeing it as unread on your laptop
A team lead checks finished Codex tasks on the train using the ChatGPT iOS app. With version 1.2026.300, task read status syncs with supported hosts, so by the time they get to their desk the stale unread markers are already cleared. Only the tasks they really haven't looked at stand out.
ChatGPT and Codex changelog: ChatGPT for iOS 1.2026.300 task read status sync · 2 November 2026Source
OpenAI CodexFor: Developers reviewing Codex plans and answers on iPhone
Leave notes on the lines of Codex's answer you want changed, from your phone
A product engineer reads Codex's proposed plan on their iPhone and doesn't like two steps. In ChatGPT for iOS 1.2026.300 they select the text, add a note to each part, and tap the numbered references later to jump back to that text and its note. The feedback stays pinned to the exact lines it's about.
ChatGPT and Codex changelog: ChatGPT for iOS 1.2026.300 notes on selected text · 2 November 2026Source
OpenAI CodexFor: Teams running Codex tasks through a custom model provider
Send a follow-up from iOS without losing your custom provider's model settings
A platform engineer runs a task on their own model provider at high reasoning effort, then sends a quick follow-up from their phone. Since ChatGPT for iOS 1.2026.300, custom-provider tasks keep their model and reasoning effort on follow-ups from iOS, so the next turn runs on the same setup they chose.
ChatGPT and Codex changelog: ChatGPT for iOS 1.2026.300 custom-provider follow-ups · 2 November 2026Source
OpenAI CodexFor: Developers sending Codex tasks from iPhone on patchy connections
Retry a prompt that failed on bad signal, with its screenshots still attached
A developer attaches three screenshots of a broken layout and hits send just as the train enters a tunnel. With ChatGPT for iOS 1.2026.300, when they reopen the task the failed prompt still has its attachments and they can retry it. No need to dig the screenshots out of the camera roll again.
ChatGPT and Codex changelog: ChatGPT for iOS 1.2026.300 retry failed prompts · 2 November 2026Source
OpenAI CodexFor: Reviewers checking Codex's file changes from iPhone
Tap a file Codex mentions and read it on your phone, then jump back
Codex says it changed a config file, and a reviewer on their iPhone wants to see it. In ChatGPT for iOS 1.2026.300 linked files open directly, and closing the preview takes them back to the task. Absolute file links outside the workspace open now too, so they can check a file mid-review and keep going.
ChatGPT and Codex changelog: ChatGPT for iOS 1.2026.300 linked files open directly · 2 November 2026Source
OpenAI CodexFor: Developers who answer Codex CLI's questions mid task
Pick between Codex's options when its question has code and tables in it
Halfway through a refactor, Codex stops to ask which of two API shapes a developer prefers, and lays the options out with code blocks and a small table. Codex CLI 0.166.0 renders Markdown the same way in async questions, choices and answers as in the transcript, so the choice is easy to read before they answer.
ChatGPT and Codex changelog: Codex CLI 0.166.0 Markdown in async questions and choices · 29 October 2026Source
OpenAI CodexFor: Developers using Codex CLI on unreliable networks
Quit Codex cleanly even after the café Wi-Fi drops
A freelancer is coding in a café when the Wi-Fi cuts out and the Codex CLI loses its connection. Codex CLI 0.166.0 improved TUI reconnection recovery, and /quit and /exit work offline, so they can recover the session or close out cleanly instead of killing the terminal.
openai/codex release 0.166.0: TUI reconnection recovery and offline /quit · 29 October 2026Source
OpenAI CodexFor: Developers who queue follow-ups and use Plan mode in Codex CLI
Stop Codex and switch to Plan mode without your queued messages restarting it
A developer has a few follow-ups queued, then sees Codex heading the wrong way and switches to Plan mode to rethink. Since Codex CLI 0.165.0 those queued agent messages no longer restart the work after an interrupt or a switch to Plan mode, so they can plan in peace before letting it run again.
openai/codex release 0.165.0: queued messages stay put after interrupt or Plan mode · 27 October 2026Source
Google Gemini
Google GeminiFor: App developers with a cloud hosted MCP server or Android AppFunctions who want their service inside Gemini
Sign your app's MCP server up for the Gemini Connected Apps preview
A developer at a small booking startup already runs a cloud hosted MCP server for their service. They request access to Google's Connected Apps Platform preview, which Google is opening in phases over the coming months, then register and test the app in the new Google Connected Console, and pick whether it goes live in the Gemini app, Search or both. The console then shows traffic, latency and error rates, so they can see how people actually use it from Gemini.
9to5Google: Connected Apps Platform and Google Connected Console for Gemini and Search · 28 October 2026Source
Google GeminiFor: Students with a notebook of course material who want a guided, step by step review
Get walked through a whole unit with an Interactive Learning Overview
A nursing student has a notebook full of lecture slides and reading notes for the cardiology unit and no idea where to start. In Gemini Notebook she creates an Interactive Learning Overview under Reports, which walks her through the material step by step and mixes in summaries, slides, quizzes and flashcards from her own coursework. Revision turns into one guided path instead of ten open tabs.
Google blog: Interactive Learning Overviews in Gemini Notebook · 16 October 2026Source
Google GeminiFor: Students revising for exams who want practice questions and a clear next step
Take a fill in the blank quiz, then ask what to study next
A history student a week out from finals asks Gemini Notebook for a quiz on his notes using the new short answer, multi select and fill in the blank formats. When he finishes, he asks the notebook for feedback on where to focus, and it points him to the topics he kept missing. He spends the last week on his weak spots instead of rereading everything.
Google blog: expanded quiz formats and feedback in Gemini Notebook · 16 October 2026Source
Google GeminiFor: Developers on Google AI Pro or Ultra who use Antigravity and have messy codebases or backlogs
Point Gemini 4 Argon in Antigravity at your stale bug backlog
A solo developer has a tracker full of old, half duplicated bug reports. With an AI Pro plan, she switches to Gemini 4 Argon in Antigravity and asks it to work through the backlog and flag what is stale or duplicated, the kind of job Google says Argon handled internally. Argon has its own weekly quota, so she saves it for this hard cleanup and keeps everyday edits on the regular model.
9to5Google: Gemini 4 Argon rolling out in Antigravity for AI Pro and Ultra · 15 October 2026Source
Google GeminiFor: Adults 18+ in select markets including the US who want a personal app without becoming a developer
Vibe code a private Android app in AI Studio and install it from Play
A runner wants a tiny app that logs her weekly mileage the exact way she likes it. She vibe codes it in Google AI Studio, then installs it on her own phone through Google Play using just her normal Google account, with no developer account. The app stays private and out of the public store. It is rolling out in select markets including the US for people 18 and over.
Google blog: personal Android apps from Google AI Studio installed via Google Play · 13 October 2026Source
Google GeminiFor: Gemini app subscribers who want fast answers for small things and deeper ones for important things
Set Gemini to High effort for the lease, Low for the grocery list
A renter uses the new effort levels in the Gemini app to match the work to the question. For a quick recipe swap she leaves it on Low, quick and efficient. When she pastes in a long lease renewal and wants every change spotted, she switches to High, extra thorough, so Gemini takes more time to reason before it answers.
9to5Google: Low, Medium and High effort levels in the Gemini app · 9 October 2026Source
Google GeminiFor: Gemini app users on Android or iOS planning around a specific area (not on the web)
Circle a neighbourhood on the Map tool and ask what to do there
A traveller lands in a new city with a free afternoon near her hotel. In the Gemini app on her phone she opens the Map tool, pans to the area around the hotel and taps Explore this area, which drops a Map Area into her prompt. She adds "cheap lunch and a walk under two hours" and gets ideas tied to that exact patch of the map.
9to5Google: new Map tool in the Gemini app · 2 October 2026Source
Google GeminiFor: Pixel Buds owners with the updated companion app who want to change settings hands free
Ask Gemini to turn up the bass on your Pixel Buds mid run
A runner hits a noisy main road and does not want to stop and dig through settings. She says "Hey Google, turn on noise cancellation", then "turn up the bass", and Gemini changes her Pixel Buds settings and confirms out loud. It needs the updated Pixel Buds app, and also covers EQ presets, conversation detection and touch controls.
9to5Google: Gemini controls Pixel Buds audio and settings · 28 September 2026Source
Google GeminiFor: US adults with a personal Google Account who run or use a standard MCP server
Plug your own MCP server into Gemini as a custom app
A freelancer runs a small MCP server for his invoicing tool. On gemini.google.com he adds the server URL in Connected Apps, and from then on he can ask Gemini on the web or his phone to look up an unpaid invoice. Gemini asks him to confirm before any write action, like marking an invoice paid. It is for personal accounts in the US, 18+, in English, with Keep Activity on.
Gemini Apps Help docs: connect and manage custom apps (MCP) · 9 November 2026Source
Google GeminiFor: US travellers 18+ with personal Google Accounts who keep passes in Google Wallet
Ask Gemini for your boarding pass and loyalty number at the gate
A business traveller is juggling a coffee and a carry on at the gate. She types "@Google Wallet find the boarding pass for my flight to Chicago" and then asks for her airline loyalty number, and Gemini pulls both from her Wallet passes. It cannot make payments, and it is rolling out gradually to US users 18+ on personal accounts, in the mobile app and on the web.
Gemini Apps Help docs: Google Wallet connected app · 9 November 2026Source
AI image generation
AI image generationFor: Illustrators and marketers polishing an almost-right AI image without starting over
Fix wobbly hands and fuzzy lettering with Recraft Enhance
A freelance illustrator has an AI image the client loves, except the hands look odd and the sign text is hard to read. In Recraft Studio she runs Enhance, which regenerates the picture with Recraft V4.1 Pro while keeping the composition and scene. The default Moderate setting rebuilds small details like anatomy, line consistency and text readability, and Subtle is there if she only wants noise cleaned up.
Recraft blog: Enhance with Recraft V4.1 Pro, Subtle and Moderate modes · 7 November 2026Source
AI image generationFor: Brand designers and small business owners who need images in exact brand colours
Keep every campaign image inside your brand's HEX colours
A small skincare brand has a strict palette and keeps getting AI images in the wrong shades. On Higgsfield, the designer picks Recraft V4.1 and types the brand's HEX codes into the palette input, up to 10 colours, plus a set background colour. Every new campaign visual comes out in the right colours, so nothing needs recolouring later.
Higgsfield blog: Recraft V4.1 palette input with up to 10 HEX colours · 5 November 2026Source
AI image generationFor: Content creators and social media managers who generate lots of test images on a paid Higgsfield plan
Draft freely with Unlimited GPT Image 2.6 on Higgsfield
A social media manager burns credits every time she tests a new post idea. From November 5, new purchases and upgrades on eligible Higgsfield plans (not Starter) include Unlimited GPT Image 2.6 for PNG images at Low or Medium quality, up to 2K. She runs her rough drafts there, two at a time with extras waiting in a queue, and only pays credits when she moves the winner to High or 4K.
Higgsfield blog: GPT Image 2.6 Unlimited for Low and Medium PNG · 4 November 2026Source
AI image generationFor: Crafters, sticker makers and print shops who need vector files rather than flat pictures
Generate a vinyl decal design as an SVG with GPT Image 2.6
A hobbyist with a vinyl cutter wants a simple mountain logo for a laptop sticker. On Higgsfield he sets GPT Image 2.6 to SVG output, which comes back with a transparent background and opens in vector software, so he can tidy the paths and send it straight to the cutter. SVG is still in preview, so he keeps the design simple, since complex images can be less consistent.
AI image generationFor: Writers and indie comic creators who want to see a script as manga, comics or webtoons
Turn a short story script into a webtoon with Higgsfield Mangaka
A writer has a finished short story script sitting in a DOCX file. She uploads it to Higgsfield Mangaka, picks the webtoon style in 9:16, and the agent plans the series, builds the cast of characters, locations and props, then draws the chapters. She fixes a few panels with page editing and exports the result as webtoon format or PDF, with dialogue available in 14 languages.
Higgsfield blog: Introducing Mangaka for manga, comics and webtoons · 3 November 2026Source
AI image generationFor: Developers using the xAI API for image generation in their apps
Check your Grok Imagine bills after the quality model retired
A developer's app still calls grok-imagine-image-quality in the xAI API. Since November 2, those requests are served by grok-imagine-image-2.0-low, at a lower per-image price, with no code changes needed. He checks usage.cost_in_usd_ticks on each response to confirm the new price and reads the migration guide before deciding whether to set a higher quality on purpose.
xAI API release notes: grok-imagine-image-quality retired, served by grok-imagine-image-2.0-low · 2 November 2026Source
AI image generationFor: Indie app developers who need an icon for the App Store and Google Play
Design a layered app icon with Recraft V4.1 Vector
An indie developer needs an icon before submitting his app. He generates it with Recraft V4.1 Vector, so the result is a real SVG he can split into layers for the Android adaptive foreground and background. He designs once at 1024 pixels for iOS and makes the 512 by 512 Google Play version from the same file.
Recraft blog: app icons with Recraft V4.1 Vector for iOS and Android · 28 October 2026Source
AI image generationFor: ChatGPT users with the Krea app who want Krea 3 edits inside their chat
Pick Krea 3 from the model menu in Krea for ChatGPT
A shop owner already plans her product posts in ChatGPT and has the Krea app connected. Now she can choose Krea 3 from the model selector in Krea for ChatGPT, so her product edits run on Krea's newest editing model without leaving the chat. She describes the scene change and keeps working on the caption in the same conversation.
Krea changelog: Krea 3 in the Krea for ChatGPT model selector · 20 October 2026Source
AI image generationFor: Developers and studios on Krea Max plans or above who use the API
Save Krea 3 Ultra for the final hero image
A studio's pipeline uses the Krea API for quick edits all day. For the one hero banner the client will see, the developer switches thinking_mode to ultra, which gives Krea 3's highest quality edits. It needs at least one reference image, a Max plan or above, can take several minutes and adds $0.20 per generation, so it is kept for the final pass only.
Krea changelog: Krea 3 Ultra thinking mode in the API · 20 October 2026Source
AI image generationFor: Developers and ecommerce teams batch editing many images through an API
Run cheap small fixes in bulk with Ideogram 4.5 Very low mode
A marketplace team needs to make the same small fix on a big pile of listing images. They call the Ideogram 4.5 Precise Edit API in Very low quality mode, which costs $0.008 per image and changes only the part they ask for while leaving the rest untouched. Each image has a fixed price and no subscription is required, so they can budget the job before it starts.
Ideogram 4.5 model page (docs): Very low quality Precise Edit pricing · 9 November 2026Source
AI video generation
AI video generationFor: Videographers and editors who need one continuous AI shot, not a quick cut sequence
Get one unbroken take from Cinema Studio 4.0 with Tempo set to Single shot
A wedding videographer wants an AI shot of a couple walking through a lantern lit garden as one continuous take, but Higgsfield's Cinema Studio 4.0 keeps cutting it into several shots on Auto. She switches Tempo to Single shot under Film setup and reruns it. Now the clip stays as one smooth take she can drop into her highlight reel.
Higgsfield blog: Cinema Studio 4.0 guide, Tempo set to Single shot · 5 November 2026Source
AI video generationFor: Short film makers and storytellers who need a lead in to a shot they already have
Add the moment before your best shot by extending it backward
A short film maker has a great Cinema Studio 4.0 clip of a door bursting open, but the scene needs the tense few seconds before it. Instead of starting over, he uses Extend to continue the clip backward, so the model builds the lead up that ends exactly where his shot begins. He gets a longer scene without losing the take he already loves.
Higgsfield blog: Cinema Studio 4.0 guide, Extend forward or backward · 5 November 2026Source
AI video generationFor: Creators making trailers, teasers and action scenes that need tight pacing
Write your action scene shot by shot with timecodes in Cinema Studio 4.0
A YouTuber making a 15 second chase teaser writes the prompt as timecoded beats in Higgsfield's Cinema Studio 4.0: the runner glances back from 0 to 2 seconds, vaults a fence from 2 to 5, and so on, one action per shot. Because each beat gets a fixed length, the cuts land where he planned. He controls the rhythm of the scene instead of hoping the model guesses it.
Higgsfield blog: Cinema Studio 4.0 guide, timecoded multi-shot prompts · 5 November 2026Source
AI video generationFor: Web series creators and animators who shoot many angles in the same location
Build your cafe set once in 3D so every angle matches
A sitcom style web series keeps getting a cafe where the counter and window jump around between shots. The creator uses Higgsfield's 3D Jutsu to build the cafe as a 3D scene from a prompt, moves the props and cameras where she wants them, then turns the scene into video. Every angle now shows the same room, so viewers stop noticing the set changing.
Higgsfield blog: 3D Jutsu for consistent locations across shots · 4 November 2026Source
AI video generationFor: Ad creatives and directors who pitch a scene to clients before rendering video
Storyboard a whole scene in one pass with Higgsfield Popcorn
Before spending credits on video, an ad creative uses Higgsfield Popcorn to lay out one scene as up to 8 frames, adding a couple of reference images of the product and the actor. She checks the flow with the client, then takes the approved frames into video generation. Fewer wasted renders, and the client signs off on something they can actually see.
Higgsfield blog: Popcorn storyboards for consistent shots · 4 November 2026Source
AI video generationFor: YouTubers and filmmakers who want a cinematic widescreen look
Shoot a widescreen 21:9 opening for your channel trailer with Kling 4.0
A travel creator wants the opening of her channel trailer to feel like a movie. She generates a sweeping mountain road shot in Kling 4.0 at the 21:9 aspect ratio, which gives a wider field of view than standard 16:9. The result looks like a cinema frame, ready to letterbox at the top of her trailer.
Kling 4.0 User Guide: 21:9 aspect ratio · 4 November 2026Source
AI video generationFor: Directors and agencies working from long, detailed creative briefs
Paste your full shot list into one Kling 4.0 prompt
A music video director has a detailed brief with wardrobe, lighting, camera moves and beat by beat action. Kling 4.0 now takes prompts of up to 8,000 tokens, so he pastes the whole thing in instead of cutting it down to a sentence or two. The clip comes back much closer to what he actually planned.
Kling 4.0 User Guide: prompts up to 8,000 tokens · 4 November 2026Source
AI video generationFor: Small business owners who want their own voice in short animated promos
Let your animated shop character speak in your own voice with Kling 4.0
A bakery owner records about 20 seconds of herself talking and uploads it to Kling 4.0 as a voice profile. When she generates a cartoon croissant announcing the weekend special, it speaks in her voice instead of a stock one. Regulars hear the person they know behind the counter, even in an animated ad.
Kling 4.0 User Guide: voice profiles from 5 to 30 seconds of audio · 4 November 2026Source
AI video generationFor: Developers who need generated clips to pass through a set moment, not just begin and end on one
Pin the halfway frame of a Grok Imagine clip, not just the start and end
A developer building a recipe app wants each 12 second clip to start with raw ingredients, pass through a specific plated mid point, and end on the finished dish. With grok-imagine-video-1.5 reference-to-video in the xAI API, she pins the first, last and a mid-video frame. The middle of the clip stops wandering and hits the moment her app needs.
AI video generationFor: Google Flow users who rely on Veo 3.1 Fast, Veo 3.1 Quality or Omni Flash 1.1
Move your Flow projects off Veo 3.1 Fast before it retires on December 5
A social media manager has a Google Flow routine built on Veo 3.1 Fast for weekly product teasers. Flow's help page says Veo 3.1 Fast, Veo 3.1 Quality and Omni Flash 1.1 retire on December 5, 2026, and Veo Extend already retired on November 5. She remakes one teaser in Omni Flash 1.2 now, compares it, and updates her routine before the deadline instead of the week it breaks.
Google Flow Help docs: Veo 3.1 Fast, Quality and Omni Flash 1.1 retirement · 9 November 2026Source
Claude Code
Claude CodeFor: Platform engineers rolling Claude Code out to many developers who want steady, predictable behavior
Turn off feature flags but keep your telemetry
A platform engineer wants every developer on the same predictable Claude Code behavior, without losing the usage telemetry the team relies on. Setting CLAUDE_CODE_DISABLE_FEATURE_FLAGS stops the feature flag fetching, so every flag falls back to its built-in default, while telemetry keeps flowing. Fewer surprises during a big rollout week, and the dashboards stay full.
Claude Code changelog 2.1.319: CLAUDE_CODE_DISABLE_FEATURE_FLAGS · 6 November 2026Source
Claude CodeFor: Developers who use /loop in Claude Code cloud sessions for repeat checks
Set a /loop in a cloud session that outlives the container
A developer sets /loop in a cloud session to recheck a flaky deploy every so often, then closes the laptop. Claude Code now notes in the confirmation that the timer stops when the container does, and offers a loop that survives instead. She picks that one, so the checks keep running after the session winds down.
Claude Code changelog 2.1.319: /loop note for cloud sessions · 6 November 2026Source
Claude CodeFor: Developers in long Claude Code sessions who want to see what is using up the context window
Spot the ten biggest things filling your context
Halfway through a long session, a backend developer runs /context to see why replies feel sluggish. Each list now keeps just its 10 largest rows, and on-demand MCP tools share one row per server until they're called, so the table is short enough to read at a glance. He sees the one huge file he pasted earlier and starts fresh without it.
Claude Code changelog 2.1.319: shorter /context table · 6 November 2026Source
Claude CodeFor: Front end developers using Claude in Chrome from Claude Code to inspect and debug live pages
Pull a big chunk of page data out of Chrome in one go
A front end developer asks Claude in Chrome to run a script that dumps every product card on a staging page as JSON. Results from javascript_tool up to 60,000 characters now stay right in the conversation instead of being saved off to a file. Claude can compare the data against the API response straight away, with no extra step to open a file.
Claude Code changelog 2.1.319: larger javascript_tool results in Claude in Chrome · 6 November 2026Source
Claude CodeFor: IT admins running the Claude apps gateway with spend limits for their developers
Tell developers what to do when they hit the spend limit
An IT admin is tired of tickets that just say "Claude stopped working". The Claude apps gateway's spend limit error now shows when the limit resets, then the admin's own admin.blocked_message if one is set. She writes a line pointing people to the request form, and the confused tickets stop.
Claude Code changelog 2.1.319: gateway spend limit error with admin.blocked_message · 6 November 2026Source
Claude CodeFor: Admins running the Claude apps gateway with policies for Claude Desktop
Fix your gateway policies before Claude Desktop changes on November 10
A gateway admin restarts the Claude apps gateway after updating and sees new start-up warnings. They flag policies with no desktopHome that rely on coworkTabEnabled: false or chatSessionRetentionDays, ahead of Claude Desktop's November 10 change. She fixes those policies today, so the Cowork tab and chat retention settings keep working as intended.
Claude Code changelog 2.1.319: gateway warnings ahead of Claude Desktop's November 10 change · 6 November 2026Source
Claude CodeFor: Teams that use PostToolUse hooks in Claude Code for logging, audits or formatting
Keep your audit hook firing even when you interrupt Claude
A security lead logs every file edit through a PostToolUse hook. Before, typing a new message mid-turn could leave gaps in that log. Now PostToolUse hooks still run, with up to 10 seconds to finish, on tool calls that finish after a new message interrupts the turn, so the audit trail stays complete.
Claude Code changelog 2.1.319: PostToolUse hooks run after an interrupt · 6 November 2026Source
Claude CodeFor: DevOps engineers running Claude Code cloud sessions on self hosted runners
Give each repo its own folder on your self hosted runner
A DevOps engineer runs cloud sessions on the company's own self hosted runner, and some sessions touch two repositories at once. CLAUDE_RUNNER_CHECKOUT_PATH now gives each repository in a session its own folder, adding -2, -3 and so on when a folder name is already taken. The checkouts no longer land on top of each other.
Claude Code changelog 2.1.319: CLAUDE_RUNNER_CHECKOUT_PATH per repository · 6 November 2026Source
Claude CodeFor: Developers on company Claude Code seats who sometimes run into their usage limit
Ask your admin for more usage in one step
A junior developer hits the usage limit right before a demo. In the usage limit menu, "Ask your admin for more usage" now sends the request in one step, with no extra screens. The admin gets the ask straight away, and the developer goes back to rehearsing.
Claude Code changelog 2.1.318: one step Ask your admin for more usage · 4 November 2026Source
Claude CodeFor: Developers who open pull requests from Claude Code cloud or Remote Control sessions
Find out why Create PR failed in a cloud session
A developer finishes a fix in a cloud session, clicks Create PR, and it fails. Instead of a bare Try again, most failure messages in cloud and Remote Control sessions now give the reason or a link to GitHub. She reads the reason, sorts it out, and opens the pull request on the next try.
Claude Code changelog 2.1.318: clearer Create PR failure messages · 4 November 2026Source
Meta Muse
Meta MuseFor: Anyone who plans with friends and family whose plans keep shifting
Change the dinner booking halfway without starting over
You ask Muse to find a table for six on Friday, then two friends drop out while it is still searching. Just tell it the new number and the earlier time you now prefer. Meta says the newer models behind Muse handle steers and clarifications in the middle of a task without getting confused, so the search carries on with the new details.
Meta AI research blog: Active Focus in the specialized models for Muse · 6 November 2026Source
Meta MuseFor: Travelling workers, students between terms, anyone with a short change of routine
Mention a short term detail and let Muse treat it as short term
A consultant tells Muse she is working from a client's city for the next two weeks while it helps with lunch spots and errands. With Active Memory, Meta trained Muse's models to tell temporary information from permanent information and to notice what has gone stale. Once the trip is over, she can check that Muse goes back to her home routine instead of suggesting cafes in the wrong city.
Meta AI research blog: Active Memory in the specialized models for Muse · 6 November 2026Source
Meta MuseFor: Travellers and anyone organising a group trip
Put the flights, hotel and day by day plan in one trip space
Before a long weekend away, describe the trip in chat and ask Muse to build a trip planner space. Meta's example holds your flights, hotel, reservations and a day by day itinerary in one place. Add it to your sidebar and open it at the airport instead of digging through confirmation emails.
Meta: Muse spaces, trip planner example · 6 November 2026Source
Meta MuseFor: Anyone who built a space and wants it to fit their routine better
Ask Muse to add the missing column to your workout tracker
A runner builds a training tracker space and realises after a week that it has nowhere to log rest days. Instead of building a new one, she asks Muse to add what is missing and give it a cleaner look. Meta says you can keep refining a space after it is built, from new features to how it works.
Meta: Muse spaces, refining a space after it is built · 6 November 2026Source
Meta MuseFor: Anyone whose Muse sidebar is filling up with finished projects
Hide the moving house space until the next move
The boxes are unpacked, but the moving checklist space is still sitting in your sidebar. Muse lets you hide the spaces you do not need right now, so your app shows only what matters this month. You can come back to it any time you move again.
Meta: Muse spaces, hiding spaces you do not need · 6 November 2026Source
Meta MuseFor: Couples, families and anyone saving towards a goal
Watch a savings goal fill up without asking for an update
A couple saving for a holiday asks Muse to build a savings tracker space. Meta says connected apps keep spaces up to date in the background, with savings progress named as one example, so the number moves without anyone asking. A quick look at the space shows how close they are.
TechCrunch: Muse Spaces with background updates from connected apps · 6 November 2026Source
Meta MuseFor: Moviegoers in Mexico planning a night out
Buy Friday's movie tickets in Mexico in one Muse chat
Muse is now available in Mexico, with a Cinépolis connector. Ask it what is showing near you on Friday, choose a time, and buy the tickets in the same conversation. Muse asks for your approval before it makes a purchase, so nothing is bought without you.
Meta Latin America newsroom: Muse launches in Mexico with a Cinépolis connector · 5 November 2026Source
Meta MuseFor: Shoppers in Mexico buying big ticket items
Compare a fridge price across Liverpool, Coppel and Walmart México
Shopping for a new fridge in Mexico, a family asks Muse to compare the same model across stores it connects to, such as Liverpool, Coppel and Walmart México. Muse can compare prices between stores and track the order once it is placed. You can see the full list of connectors in Muse's settings.
Meta Latin America newsroom: Muse in Mexico, price comparison and order tracking · 5 November 2026Source
Meta MuseFor: US users who think better out loud than in a text box
Talk through a half formed business idea with Muse
A baker with a vague idea for a weekend pop up does not want to type it out yet. She taps the phone icon in the top right and talks it through with Muse, which answers in real time and lets her jump in. Voice is rolling out in the US first, on mobile, web and Mac.
Meta: Muse voice for thinking out loud and brainstorming · 5 November 2026Source
Meta MuseFor: US users who want Muse's video chat to feel more personal
Swap Muse's avatar for a character you enjoy talking to
Muse's default animated avatar is nicknamed Jolly, but you can change it to look more like a person, an animal or another character. Someone practising small talk for a new job picks a calm, human looking avatar so the video chat feels closer to a real conversation. The avatar uses expressions and gestures that match the tone of the chat.
TechCrunch: customizable Muse avatars in video chat · 5 November 2026Source
OpenAI Dots
OpenAI DotsFor: People with dot access (Pro 100, 200, 500 outside the EEA, UK and Switzerland, Business Premium, eligible workspaces)
Rerun your dot's weekly check now that GPT-6.1 Terra helps power it
OpenAI's November 4 update says GPT-6.1 Terra is now one of the models that power dots. An operations manager whose dot runs a weekly supplier portal check compares this week's result with last week's before changing anything. If it reads well, she leaves the job with the dot and keeps reviewing the first few runs.
OpenAI dots update: GPT-6.1 Terra now powers dots · 4 November 2026Source
OpenAI DotsFor: Anyone with dot access who is unsure which ChatGPT surface to use for a job
Decide if the job belongs in Chat, Work, Codex or your dot
A founder sorts her list before handing anything off. Quick answers go to Chat, a one off spreadsheet goes to ChatGPT Work, the bug goes to Codex, and the investor update she has to keep chasing for weeks goes to her dot. The dot is the one built for ongoing responsibilities that need follow up between conversations.
OpenAI Dots docs: dots compared with Chat, Work and Codex · 9 November 2026Source
OpenAI DotsFor: Dot owners setting up custom rules for the first time
Tell your dot how you like updates written in chat, not as a rule
A project manager wants three bullet updates with no fluff. Instead of adding a custom rule, she just tells her dot in conversation, because rules are meant for actions like sending or deleting. She keeps custom rules for things like asking before any message goes to a customer.
OpenAI Dots docs: preferences in conversation, rules for actions · 9 November 2026Source
OpenAI DotsFor: Dot owners whose workspace has ChatGPT Space and Slides enabled
Mention your dot in a slide comment to fix the chart
A sales lead reviewing the team's ChatGPT Slides deck spots an outdated chart on slide six. She leaves a shared comment, mentions her dot and asks it to update the chart from the latest numbers. Teammates with edit access keep working on the same deck at the same time.
ChatGPT docs: mention your dot in ChatGPT Slides comments · 9 November 2026Source
OpenAI DotsFor: Dot owners running repeat research, document or data analysis jobs
Set up your dot's cloud computer once and keep using it
A researcher has her dot install the tools and save the files it needs for a weekly data clean up on its own cloud computer. Because that computer keeps its state between sessions, next week's run picks up where it left off instead of starting from scratch. She can open it under Computers to see what is there.
OpenAI Dots docs: cloud computer keeps its state · 9 November 2026Source
OpenAI DotsFor: Admins in eligible Enterprise, Edu and Healthcare workspaces using custom roles for dots
Check every role a person has before you assume dots is off
An Enterprise admin turns off Use dots in the contractors role, but one contractor still has a dot. The reason: they also sit in another role that grants it, and one grant is enough. The admin now checks every role assigned to a member before calling access removed.
OpenAI Dots admin guide: role-based access · 9 November 2026Source
OpenAI DotsFor: Workspace admins reviewing cloud computer settings for dots
Remember the cloud browser switch also changes Work and team automations
An IT lead is about to turn off Use a browser for dots. Before saving, she checks with the teams using Work Cloud and team automations, because those cloud computer capabilities are shared. One change can stop a scheduled team job, not just the dots.
OpenAI DotsFor: IT and comms teams in eligible Enterprise, Edu and Healthcare workspaces
Tell staff November 18 gives them access, not a dot they did not ask for
From November 18, 2026 members of eligible Enterprise, Edu and Healthcare workspaces get dots access by default unless the workspace opts out. An internal comms lead writes a short note explaining that each person still chooses whether to create a personal dot, so nobody wakes up to an agent reading their inbox.
OpenAI Dots admin guide: default access and personal dots · 9 November 2026Source
OpenAI DotsFor: Security and compliance teams preparing to investigate dot activity at work
Run one test action and find it in the compliance export
Before rollout, a security analyst has a pilot dot do one harmless test action, then pulls the Compliance API records. She checks the user, dot, request, tool, approval and result are all there, and confirms the outcome in the receiving service, since a tool call alone does not prove the action completed.
OpenAI Dots admin guide: check records for an investigation · 9 November 2026Source
OpenAI DotsFor: Workspace admins supporting members whose dots use Slack or Microsoft Teams
Look up a dot's messaging status when it goes quiet in Slack
A member says their dot stopped answering in Slack. The admin opens Admin Console, finds the dot in the inventory and checks its details, including whether it is active or paused and its messaging connection status. That points to the fix in minutes instead of a long back and forth.
OpenAI Dots admin guide: review a dot's details · 9 November 2026Source
Claude Duet
Claude DuetFor: US Pro, Max and Ultra users in the Claude Duet research preview who buy things through Link
Read the maximum amount before you approve a Duet purchase in Link
An office manager asks Duet to order a new desk chair, and Link pops up asking her to approve a spend. Duet waits until she approves the maximum amount, and Link may put a temporary hold on her payment method. So she checks that the cap covers tax and shipping but nothing more, and only then taps approve. Claude Duet is a research preview, and Link works in it on US Pro, Max and Ultra plans.
Claude Help Center docs: Link by Stripe with Claude Duet, approving the maximum amount · 9 November 2026Source
Claude DuetFor: New Claude Duet research preview users in the US who plan to buy things through it
Add a US card to Link before your first Duet errand
Someone just got their Duet invite and plans to have it reorder a few supplies this week. Link only works with a US payment method, so they set one up in Link first rather than finding out mid-purchase. The first order then goes straight to the approval step.
Claude Help Center docs: Link with Claude Duet requires a US payment method · 9 November 2026Source
Claude DuetFor: Claude Duet research preview users who only want payments on for short stretches
Disconnect Link from Duet once the holiday shopping is done
A small shop owner let Duet handle a run of gift orders in a busy week and wants payments switched off again afterwards. In Duet she opens her avatar, chooses payments, picks Link and selects Disconnect. She can connect it again next time she needs Duet to buy something.
Claude Help Center docs: disconnecting Link from Claude Duet · 9 November 2026Source
Claude DuetFor: US Pro, Max and Ultra users in the Duet research preview who check out with Shop Pay
Ask Duet, not a normal Claude chat, when you want to check out with Shop Pay
A user who loves Shop Pay tries to set it up in a regular Claude chat and cannot find it. Shop Pay works in Claude Duet, the research preview, and is not available in Claude, Cowork or Claude Code for now. So the shopping request goes to Duet, which connects Shop Pay from the payments option under the avatar.
Claude Help Center docs: Shop Pay works in Claude Duet only · 9 November 2026Source
Claude DuetFor: Notion users in the US Claude Duet research preview
Connect the Notion workspace where your plans live before you hand Duet work
A consultant keeps client plans and meeting notes in Notion, and Notion is one of the apps shown on the Claude Duet page among its 6,000 plus connectors and plugins. She connects it before giving Duet tasks, so it works from her real notes instead of asking her to paste them in. Claude Duet is a research preview on a waitlist for US Pro, Max and Ultra subscribers.
Claude product page docs: Claude Duet works with 6,000+ connectors including Notion · 9 November 2026Source
Claude DuetFor: Small business owners in the Claude Duet research preview who sign up for vendor sites
Let Duet open the new supplier portal account, and say yes each time
A restaurant owner wants Duet to sign up for a new supplier's ordering portal. Creating an account is one of the steps Duet cannot be told not to ask about again, along with paying and deleting an order. So he expects the approval card each time and reads it, knowing no new account gets made without him.
Claude: Duet safety article, steps with no don't ask again option · 23 October 2026Source
Claude DuetFor: Claude Duet research preview users whose tasks touch large consumer websites
Handle the big website yourself if it has chosen to keep Duet out
Before launch, Anthropic gave large sites the option to stop Claude Duet from visiting, and some took it. So when a user's request keeps stalling on one big site, they stop retrying and do that step themselves. Duet keeps the rest of the job moving on the sites that do let it in.
Claude: Duet safety article, large sites could block Duet visits · 23 October 2026Source
Claude DuetFor: Bookkeepers and admins in the Duet research preview who pull files from web portals
Have Duet download the statement from the portal, knowing it never gets the cookies
A bookkeeper needs a monthly PDF from a utility portal that has no connector. Duet's browser runs on its own cloud machine, and what comes back to the agent is the page's text and downloads, while the site's code and cookies stay on the browser machine. She gets the file in Duet without the site's session data ever reaching Duet's memory.
Claude: Duet safety article, cloud browser returns page text and downloads · 23 October 2026Source
Claude DuetFor: Security-conscious founders weighing whether to connect apps to the Claude Duet research preview
Connect your work email to Duet knowing the sign-in token never sits on its machine
An IT-minded founder hesitates to connect her email to an agent that runs on its own. The safety page explains that sign-in tokens never enter Duet's machine: a placeholder sits there, and a proxy outside puts in the real value only as a request is made. That is enough for her to connect the account and start handing off inbox work.
Claude: Duet safety article, sign-in token placeholder and outside proxy · 23 October 2026Source
Claude DuetFor: Busy owners in the US Claude Duet research preview with many connected apps
Give Duet a one line task and let it work out which apps to use
A busy agency owner does not want to explain which tool holds what. She sends Duet a short message like 'get the new client kickoff sorted' and it works out which connected apps it needs. She steps in only when it shows her something to approve.
Claude: Introducing Claude Duet, short task messages and app selection · 21 October 2026Source
7 November 2026 (105 ideas)
Grok Bot
Grok BotFor: Product managers planning experiments without a data scientist free
Ask Data Bot how long your A/B test needs to run before you launch it
A product manager wants to test a new onboarding screen but has no idea how many users it needs. She asks the Data Bot Team Bot, which uses the data team's experiment skills to run a power analysis, check exposure balance and plan the rollout. She launches with a test that can actually give her an answer instead of guessing.
xAI: Data Bot experiment skills for A/B test setup and power analysis · 2 November 2026Source
Grok BotFor: Growth and product leads who get asked why a metric moved
Find out why sign ups dipped last week before the Monday meeting
A growth lead sees sign ups fall and needs a reason before the team asks. Data Bot follows the team's investigation skill: it breaks the number down by segment, checks for a holiday effect and looks at product changes that were logged around that date. He walks in with an explanation, not a shrug.
xAI: Data Bot skills for investigating metric changes · 2 November 2026Source
Grok BotFor: Analytics engineers who write dbt models
Get your new dbt model reviewed while the data team is busy
An analytics engineer finishes a dbt model late in the day and the usual reviewers are slammed. She asks Data Bot, whose data engineering skills cover dbt model writing and review, to look it over against the team's conventions. She fixes the issues it flags and sends a cleaner model for the human sign off.
xAI: Data Bot data engineering skills for dbt review · 2 November 2026Source
Grok BotFor: Engineers shipping features that need tracking from day one
Plan the analytics events for a new feature before it ships
An engineer is about to ship a new sharing feature and nobody has decided what to track. He asks Data Bot, which knows the team's analytics event logging conventions, to propose the events for the launch. The feature goes out with tracking that matches how the rest of the product is logged, so the first readout is not a mess.
xAI: Data Bot analytics event logging skills · 2 November 2026Source
Grok BotFor: Sales reps who lose time between quote approval and a signed contract
Let Quote Bot turn an approved quote into the order form and customer email
A rep gets the nod on a quote and dreads the paperwork that follows. Quote Bot generates the order form in Ironclad, downloads the contract ready to sign and drafts the email to the customer for the rep to check. The deal moves the same afternoon instead of sitting in someone's queue.
xAI: Quote Bot generates Ironclad order forms after approval · 27 October 2026Source
Grok BotFor: Deal Desk teams and reps handling non standard terms
Check a custom contract term against policy before Deal Desk sees it
A customer asks for non standard payment terms and the rep is unsure if it will fly. Deal Bot checks the request against approved policies and contract language, and looks for whether Legal has already drafted similar terms. A Deal Desk specialist still makes the call, but starts with a recommendation instead of a blank page.
xAI: Deal Bot reviews non-standard terms against policy · 27 October 2026Source
Grok BotFor: Account executives juggling many accounts
Walk into the customer meeting with a briefing built from the account history
An account executive has a renewal meeting in an hour and has not touched the account in months. Account Intel Bot pulls together a briefing from the account's history so she knows what was promised and what changed. She can also schedule it to run before every customer meeting so prep is waiting for her.
Prep for the call where the buyer is also talking to your rival
A rep hears the prospect is also evaluating a competitor. He asks the Competitive Intel Bot, a Team Bot that keeps competitive intelligence current, to help him prepare for that conversation. He goes in ready for the comparisons instead of getting caught out.
xAI: Competitive Intel Bot for competitive conversations · 27 October 2026Source
Grok BotFor: Creators and developers who pay for Grok, Cursor and X separately
Swap separate Grok, Cursor and X bills for one X Subscription
A solo developer pays for SuperGrok, Cursor Pro and X Premium+ on separate bills. The X Subscription Premium plan at $30 a month bundles those benefits along with Grok Bot, and Grok usage is shared across the Grok apps, the Grok tab on X and Cursor. Existing subscribers can switch from billing settings when the option appears, or keep their current plan.
xAI: The X Subscription bundles Grok, Grok Bot, Cursor and X · 12 October 2026Source
Grok BotFor: Founders and team leads managing AI tool seats
Put your small team on one bill with SSO and usage analytics
A startup founder is tired of expensing a pile of AI subscriptions. With the X Subscription for Teams, she buys Premium, Super or Ultra seats at the same per seat price as individual plans and gets SSO, admin controls, consolidated billing and usage analytics. Everyone gets Grok, Grok Bot and Cursor, and she can check usage analytics in one place.
xAI: X Subscription Teams with SSO and usage analytics · 12 October 2026Source
Claude
ClaudeFor: Enterprise admins at firms that bill or budget by client, matter or charge code
Tag each Claude project with its client-matter number to see spend per client
A law firm on Claude Enterprise sets up one project per client matter and tags it with that matter's number. Instead of guessing how much Claude work went into each client, the admin can now look at most project spend grouped by tag. It is a beta for eligible Enterprise organizations, so check your org has it before promising finance a report.
Claude release notes: track spend by cost code with project tags (beta) · 6 November 2026Source
ClaudeFor: Claude Enterprise Owners who want every new project tied to a budget code from day one
Make a cost code required so no new project slips through untagged
An Owner creates a cost_code tag, uploads the approved codes as a one-column CSV, and switches on Required. From then on, anyone making a new project on the web has to pick a code from the list, so month-end reports stop filling up with "No tag value". Remember tag names and values are visible to everyone in the organization, so keep them free of anything sensitive.
Claude Help Center docs: project tags, predefined values and required tags (beta) · 7 November 2026Source
ClaudeFor: Developers on Claude Enterprise whose Claude Code spend must be charged to a client or cost code
Point Claude Code at a tagged project so terminal work counts against the right budget
A developer billing hours to a client copies the project ID from the claude.ai project URL and adds it as attributionProject in the repo's .claude/settings.json. Their Claude Code sessions in the terminal or desktop then land under that project's cost code instead of "Not in a project". There is no warning if it is missing, so it is worth checking once that the JSON is valid and the folder is trusted.
Claude Help Center docs: project tags for Claude Code with attributionProject · 7 November 2026Source
ClaudeFor: Enterprise Owners and finance teams reconciling Claude spend against charge codes
Hand finance a spend-by-cost-code CSV at month end
Each month an admin opens Spend by project, groups by the cost_code tag, picks the period and exports a CSV for the finance team. If finance wants it automated, the usage and cost API can group spend by the same tag, as long as the script keeps paging until has_more is false. Seat-covered usage is not counted and recent numbers can shift until about a week after month end, so treat it as a working view, not the invoice.
Claude Help Center docs: Spend by project page, CSV export and cost API (beta) · 7 November 2026Source
ClaudeFor: Claude Enterprise admins who need Claude limited to approved company IP addresses
Lock Claude to your office and VPN addresses without filing a ticket
An IT lead who wants Claude reachable only from the company network can now set up and manage the IP allowlist on their own. Once it is on, most Claude products only work from the approved addresses, which is handy before a security review. It is a beta for Claude Enterprise.
Claude blog: Claude Enterprise security updates, self-serve IP allowlist (beta) · 5 November 2026Source
ClaudeFor: Claude Enterprise Owners who manage Claude Desktop but lack MDM tooling
Change Claude Desktop defaults for everyone without a device management push
A small IT team without time to build an MDM profile can set the most used Claude Desktop settings straight from Organization settings. The change reaches the team's desktop apps without packaging anything for each laptop. It is a beta on Claude Enterprise, set by Owners.
Claude blog: Claude Enterprise security updates, Claude Desktop managed settings (beta) · 5 November 2026Source
ClaudeFor: Claude Enterprise Owners who want Claude limited to approved folders on work computers
Keep Claude out of the HR folders by limiting which workspace folders it can use
A company worried about people pointing Claude at the wrong drive can have Owners restrict which workspace folders staff may use with Claude. Project folders stay open for work, while folders full of payroll or HR files stay off the list. It is part of the new Claude Enterprise admin controls.
Claude blog: Claude Enterprise security updates, workspace folder limits · 5 November 2026Source
ClaudeFor: US Pro, Max and Ultra users who want a second pair of eyes on their statements
Ask Claude to find double charges and surprise fees in your accounts
After linking a checking account and a credit card through Plaid, you ask Claude to look for anything odd. It can flag duplicate charges, unexpected fees and bills that crept up over the year, so you know which calls to make. Personal Finance is read-only, in beta for Pro, Max and Ultra in the US, and Claude can be wrong, so check the figures with your bank before you dispute anything.
Claude blog: Introducing Personal Finance in Claude, duplicate charges and fees · 5 November 2026Source
ClaudeFor: US Pro, Max and Ultra users planning a big purchase or trip
Ask Claude whether the spring trip actually fits your budget
You are eyeing a trip this spring and ask Claude, with your accounts linked in Personal Finance, whether you can afford it and how much you could save each month toward it. Claude works from your real balances and up to two years of transactions instead of a guess. It is not investment advice and cannot move money, but it gives you a grounded starting number. US only, beta, on Pro, Max and Ultra.
Claude blog: Introducing Personal Finance in Claude, affordability and savings questions · 5 November 2026Source
ClaudeFor: Claude Desktop users who rely on scheduled tasks for recurring reports
Find out right away when a scheduled task could not run
Your Monday morning report runs as a scheduled task in Claude Desktop, and one week its connector quietly lost its sign-in. Since the November 3 update, Claude notifies you when a run could not use a connector that needs reconnecting, or when a run cannot start at all. You reconnect and rerun instead of discovering the gap on Friday.
Claude Desktop changelog v4.16336.0: scheduled task failure notifications · 3 November 2026Source
ChatGPT
ChatGPTFor: Pro, Business and Enterprise users on a Mac who lose the thread after breaks
Ask ChatGPT what you were doing before lunch
You come back from lunch with no idea which tab or draft you were halfway through. With Computer History turned on in the ChatGPT desktop app for macOS, you ask what you were working on before your last break, or where that proposal document you had open earlier went, and pick up where you left off. You choose which apps and websites it includes, and private browsing is never recorded.
ChatGPT docs: Computer History on macOS · 7 November 2026Source
ChatGPTFor: Mac users on Pro, Business or Enterprise who give daily status updates
Get yesterday's standup update written from what you actually did
Standup is in five minutes and yesterday is a blur. If Computer History is on, you ask ChatGPT to prepare a summary of what you did yesterday, or list today's tasks and their status, and it works from your activity timeline instead of your memory. Exclude the banking or health apps you never want summarized, and pause it during calls with other people.
ChatGPT docs: Computer History timeline and controls · 7 November 2026Source
ChatGPTFor: Mac desktop app users on Plus, Pro, Business, Edu or Enterprise
Say take a look at this and talk through the window you are in
You are stuck on a long settings page and would rather talk it through than type. Turn on Screen context in Settings, Voice in the ChatGPT desktop app on a Mac, start a voice chat and say take a look at this. It captures your frontmost window, including text you have not scrolled to yet, so you can ask about the whole thing out loud. Keep windows with sensitive information out of view.
ChatGPT docs: Voice screen context on macOS · 7 November 2026Source
ChatGPTFor: Anyone keeping a shared plan in a ChatGPT Space Page
Drop a working budget calculator into your team's Page
The trip planning Page keeps getting the same question: how much does each person owe if three more people come? Type /visualize in the Page and ask for an interactive cost calculator, and it appears right there for everyone in the Space to use. Click through the controls yourself before you share it.
ChatGPT docs: interactive visualizations in Space Pages · 7 November 2026Source
ChatGPTFor: Team leads who onboard people with a ChatGPT Space Page
Put ready-to-run prompts in the onboarding Page
New hires keep asking you the same three things in week one. In your onboarding Page, add prompt blocks with the requests they should run, like explain our expense process from these files, and each reader can run one to start a chat. You write the good prompt once instead of answering it ten times.
ChatGPT docs: prompt blocks in Space Pages · 7 November 2026Source
ChatGPTFor: Small business owners and designers iterating on images in the ChatGPT desktop app
Line up every logo draft and comment on the ones worth keeping
After a dozen logo attempts in one chat, it is hard to remember which was which. In the ChatGPT desktop app, open any image and switch to Canvas view to see every image from that chat together, add a comment on a specific one, or multi-select three and send your notes and edit instructions in one go.
ChatGPT docs: image Canvas view, comments and multi-select · 7 November 2026Source
ChatGPTFor: Parents, volunteers and small shops making quick flyers in ChatGPT
Fix only the sign in the corner of your flyer image
The bake sale flyer image is perfect apart from one blurry sign in the corner. Select just that area of the image in ChatGPT and describe the change, saying what must stay the same, and keep the rest untouched. Put the exact words for the sign in quotation marks so the lettering comes out right.
ChatGPT docs: edit a selected area of an image · 7 November 2026Source
ChatGPTFor: Parents and hobbyists combining photos and artwork in ChatGPT
Paint the family photo in the style of your kid's artwork
Attach two images: the family beach photo first and your child's watercolor second. Tell ChatGPT the first supplies the content and the second supplies the style, and use left, right, foreground and background to say where things go. You get a keepsake that looks like your kid painted the holiday.
ChatGPT docs: multiple reference images · 7 November 2026Source
ChatGPTFor: Teachers and creators running a public quiz or learning Site
Let quiz visitors sign in with ChatGPT to save their progress
Your public practice quiz Site works for anyone, but students lose their place every time. Ask ChatGPT to add Sign in with ChatGPT while keeping the site open to signed-out visitors, greet people by name, and save their progress. Ask it to keep the authorization checks in server-side code.
ChatGPT docs: Sites with Sign in with ChatGPT · 7 November 2026Source
ChatGPTFor: Clubs, societies and small teams with a pile of documents to organize
Build a searchable archive for the club's old newsletters
Years of club newsletters sit in random folders. Ask ChatGPT for a Site with searchable uploads, where the files live in storage and the details about each one sit in a database, so members can upload past issues and find the one about the 2019 tournament in seconds.
ChatGPT docs: Sites searchable uploads with D1 and R2 · 7 November 2026Source
OpenAI Codex
OpenAI CodexFor: Developers who want the agent dashboard without leaving a daemon running on their machine
Open the agent command center with no background server running
A developer on a locked down work laptop does not want an extra background process hanging around, but still wants to watch several Codex agents at once. With Codex CLI 0.167.0 they run codex agents --no-daemon and the agent command center opens straight away. Finished results are marked unread, so they can see which agent needs a look and close everything when they are done.
openai/codex release 0.167.0: codex agents --no-daemon · 6 November 2026Source
OpenAI CodexFor: Terminal users who like a clean screen mid session but need the old transcript later
Clear a cluttered Codex screen and still scroll back with Ctrl+T
After an hour of debugging, the terminal is a wall of logs and diffs and it is hard to think. In Codex CLI 0.167.0, pressing Ctrl+L wipes the display for a fresh start, and the earlier messages are not lost: Ctrl+T brings them back when you need to check what Codex said before. You get a calm screen without throwing away the history.
ChatGPT and Codex changelog: Codex CLI 0.167.0 Ctrl+L clears display, Ctrl+T keeps history · 6 November 2026Source
OpenAI CodexFor: Developers who run Codex with network approval turned on
Approve network calls one at a time instead of a pile of prompts
A build step makes several requests to the same package registry at once, and before you would get a stack of approval prompts. Since Codex CLI 0.167.0, concurrent requests to one endpoint ask you one at a time, and prompts close on their own when the request ends. You decide once, calmly, and stale prompts stop cluttering the screen.
openai/codex release 0.167.0: network approval prompts one at a time per endpoint · 6 November 2026Source
OpenAI CodexFor: People who think out loud and use Codex voice conversations for long planning sessions
Talk through a long design problem by voice and keep the transcript
A developer paces the room and talks a tricky architecture choice through with Codex in a long realtime voice session. With Codex CLI 0.167.0, completed speech in long realtime V3 conversations is saved to chat history as the transcript grows. Afterwards they can scroll back to what was said instead of trying to remember it.
ChatGPT and Codex changelog: Codex CLI 0.167.0 realtime V3 speech saved to history · 6 November 2026Source
OpenAI CodexFor: Developers maintaining apps built on the OpenAI API that use an older model
Ask Codex what to swap in for a deprecated OpenAI model
Your app still calls an older OpenAI model that has been deprecated, and you are not sure what replaces it. Codex's bundled openai-docs skill now recommends the documented replacement when you migrate away from a deprecated model. Ask Codex to plan the upgrade and it points you to the model the docs suggest, so the migration starts from the official answer.
openai/codex release 0.167.0: openai-docs skill suggests replacements for deprecated models · 6 November 2026Source
OpenAI CodexFor: Platform and security engineers building on the Codex app server
Read up on managed network limits before rolling Codex out to a team
A platform engineer is wiring Codex into an internal tool through the app server and needs to control where it can reach on the network. The app server README now explains managed network constraints under [permissions.network], plus prompt-user command rules that need fresh human approval. They can plan the guardrails from the docs before anyone on the team starts using it.
ChatGPT and Codex changelog: Codex CLI 0.167.0 docs on [permissions.network] · 6 November 2026Source
OpenAI CodexFor: Front end developers who share screenshots and mockups with Codex in the terminal
Click an image path in the transcript to see what Codex looked at
Codex says it checked a screenshot of the broken layout, but you are not sure which file it opened. In Codex CLI 0.167.0, the image paths in the transcript are clickable and open the image Codex viewed. One click shows you exactly what it based its answer on.
openai/codex release 0.167.0: clickable transcript paths open viewed images · 6 November 2026Source
OpenAI CodexFor: Developers who archive finished multi agent work and sometimes need to reopen it
Unarchive an old project chat and get its helper threads back too
Months ago you archived a chat where Codex spawned several helper threads to split up a migration. Now the project is back on and you unarchive it. Since Codex CLI 0.166.0, the spawned descendant threads come back with their parent, so the whole piece of work is there in one go.
openai/codex release 0.166.0: descendant threads restored on unarchive · 29 October 2026Source
OpenAI CodexFor: Teams that run Codex non interactively in scripts or CI
Get shorter CI logs from codex exec without repeated diffs
A team runs codex exec in a pipeline and the logs were bloated because file diffs were printed twice. From Codex CLI 0.163.0, codex exec no longer repeats file diffs. The job output is shorter and easier to skim when someone checks what Codex changed in last night's run.
ChatGPT and Codex changelog: Codex CLI 0.163.0 codex exec stops repeating diffs · 15 October 2026Source
OpenAI CodexFor: Developers who queue up several instructions while keeping approvals turned on
Queue your next prompt while Codex waits for a permission answer
Codex has paused to ask for a permission choice, and you already know what you want it to do next, so you type the follow-up and queue it. Since Codex CLI 0.164.0, queued prompts wait for the pending permission selection instead of jumping ahead. Your next instruction runs only after you have made the call.
ChatGPT and Codex changelog: Codex CLI 0.164.0 queued prompts wait for permissions · 23 October 2026Source
Google Gemini
Google GeminiFor: Anyone with an app idea on paper and no coding skills
Turn a paper sketch of a habit tracker into a working app
Priya doodles a habit tracker on the back of an envelope: boxes for water, steps and reading. She snaps a photo, uploads it to Gemini, picks the Canvas tool and asks it to code the app. Gemini reads the drawing, writes the code, and she tests it in the preview, then asks for a different colour and font until it feels like hers.
Google blog: turn drawings into apps with Gemini Canvas · 5 November 2026Source
Google GeminiFor: People with a personal Google account who want quick video recaps of trips or projects
Make a 15 second trip teaser from your holiday photos for free
Back from a weekend in Lisbon, Tom uploads a few of his trip photos as references in Google Vids and asks for a short teaser for his family group chat. Omni 1.2 Flash keeps the people and places consistent from first frame to last and adds natural sounding narration. With a personal Google account he gets up to three of these clips a month at no cost.
Google blog: Omni 1.2 Flash in Google Vids, three free videos a month · 5 November 2026Source
Google GeminiFor: Creators and small brands making short promo videos in Flow
Change the weather in your Flow clip without starting over
A small cafe owner likes her 15 second product clip in Flow but wishes it was a rainy autumn evening instead of a sunny afternoon. With Omni 1.2 Flash she simply asks for the new weather and lighting as a follow up edit, and the rest of the clip stays as it was. She makes a second version with a vertical aspect ratio for Reels the same way.
Google blog: Gemini Omni 1.2 Flash multi-turn editing in Flow · 5 November 2026Source
Google GeminiFor: US Gemini in Chrome users with Personal Intelligence on who fill in lots of web forms
Let Chrome fill in the order number from your Gmail
Sam is filling out a returns form and has no idea where the order confirmation went. With Personal Intelligence turned on in Gemini in Chrome, a Suggested by Gemini option shows up in the autofill dropdown with the order number pulled from Gmail. It works for tracking details and flight bookings too, on desktop, Android and iOS, currently in the US only.
9to5Google: Chrome Suggested by Gemini autofill · 28 October 2026Source
Google GeminiFor: Busy professionals with a pile of saved places in Google Maps
Pick a dinner spot from your saved Maps list near your last meeting
Maya has a long list of restaurants saved in Google Maps that she never gets round to. She asks Gemini which one makes sense after today's meetings, and with Personal Intelligence it checks where her last meeting is in Calendar and suggests saved places nearby. She turns this on in her Gemini personalization settings.
9to5Google: Gemini Personal Intelligence uses Google Maps saved places · 22 October 2026Source
Google GeminiFor: US shoppers buying from several stores who want deal alerts
Collect gifts from different shops in one cart and wait for a price drop
Planning holiday gifts, Leo chats with Gemini about ideas and saves a headset from one retailer and a board game from another into Universal Cart. Google watches the cart, alerts him when a price drops, and points out promo codes and card offers that could save more. At checkout he is sent to each retailer. It is rolling out in the US.
9to5Google: Universal Cart in the Gemini app · 15 October 2026Source
Google GeminiFor: iPhone drivers using Google Maps on CarPlay
Ask Gemini in Maps on CarPlay for a scenic spot with no tolls
Driving with friends on a Sunday, Jess taps the Gemini icon in Google Maps on CarPlay and asks for a park with great views over the city. She follows up by asking if now is a good time given crowds and weather, then tells it to start navigation and avoid toll roads. It is available in the US, with a wider rollout underway.
9to5Google: Gemini in Google Maps on CarPlay · 21 October 2026Source
Google GeminiFor: Android Auto drivers 18+ with personal Google accounts outside the EEA, UK, Switzerland and Nigeria
Ask for your flight gate while driving to the airport
On the way to the airport, Raj asks Gemini on Android Auto for his gate and whether his flight is on time, in one question. With Personal Intelligence it finds the booking in his Gmail and answers hands free. It is rolling out on Android Auto for personal accounts aged 18 plus, not in the EEA, Switzerland, the UK or Nigeria, and not for Workspace accounts.
Google blog: Personal Intelligence in Gemini on Android Auto · 20 October 2026Source
Google GeminiFor: Android users who brainstorm out loud with Gemini Live
Drop a Drive file into a Gemini Live chat halfway through
Halfway through talking a budget through out loud with Gemini Live, Ana realises she needs the actual spreadsheet. She taps the new plus button on the left of the Live screen and picks Drive, without ending the session. The same menu adds photos, files or a shared screen. It is on Android for now, not iOS, and not when Live starts from the overlay.
9to5Google: Gemini Live plus button redesign on Android · 26 October 2026Source
Google GeminiFor: Google AI Pro and Ultra subscribers on Android running Spark tasks
Filter your Gemini history to the tasks that need you
Chris has several Spark tasks running alongside his normal chats. On Android he filters his combined Recents list to Needs attention to see which task is waiting on him, and opens the Scheduled page to check what is active, paused or completed. New tasks start from the Task button above the prompt box. Spark needs Google AI Pro or Ultra.
9to5Google: Gemini Task button and Scheduled page for Spark · 12 October 2026Source
AI image generation
AI image generationFor: Small shop owners and newsletter writers who want motion without making a video
Make a looping product GIF with GPT Image 2.6 on Higgsfield
A candle shop owner wants a little moving image for her newsletter, not a full video. On Higgsfield she picks GPT Image 2.6, sets Format to GIF and describes one simple movement with a fixed camera, like the flame flickering. She sets 9 frames at 200 ms each and gets a 1.8 second loop she can drop straight into the email.
AI image generationFor: Teachers, presenters and makers who need clean cutouts to layer onto other designs
Generate a mascot with a see-through background for every slide
A teacher wants a friendly owl mascot that sits on top of any slide colour. In Higgsfield she generates it with GPT Image 2.6 and sets Background to Transparent, so the owl comes out as a PNG cutout with nothing behind it. No background remover step, and the same owl works on dark and light slides.
AI image generationFor: Small business owners refining one design over many rounds
Edit the same poster round after round with Sunburst in Recraft
A cafe owner keeps tweaking the menu board image: new colours, then a new dish, then a new headline. In Recraft Studio she picks GPT Image 2.6 Sunburst, which Recraft recommends for images that stay consistent across rounds of edits, and keeps editing on the same canvas. When it is done she vectorizes or removes the background right there; free users get Sunburst at default settings, while paid plans unlock Flare and every quality setting.
Recraft blog: GPT Image 2.6 Sunburst and Flare in Recraft Studio · 5 November 2026Source
AI image generationFor: New small business owners who need a logo but cannot write prompts
Answer a few questions and get four logo directions with Recraft
A new dog groomer has no idea how to write a logo prompt. Recraft Logo Maker asks about the business name, what it does and the traits it should show, then returns four deliberately different concepts. He tweaks colours on his favourite, previews it on mockup scenes that cost no credits, and downloads a vector file; commercial use needs a paid plan.
Recraft blog: Recraft Logo Maker public beta · 2 November 2026Source
AI image generationFor: Streamers and community managers who need a consistent emote set
Build a matching set of Twitch emotes in one style with Recraft
A streamer wants eight emotes that clearly belong together. In Recraft she builds a custom style from up to 10 reference images, sets output to vector for clean edges, and prompts only the new expression each time. One click removes the background, and she exports PNGs at 112, 56 and 28 pixels; free plan images are not licensed for commercial use, so merch needs a paid plan.
Recraft blog: making Twitch emotes with custom styles and vector output · 22 October 2026Source
AI image generationFor: Fashion brands and social teams keeping a campaign on one colour palette
Copy the colours of a favourite photo onto a whole brand shoot
A clothing label loves the muted tones of one old film photo and wants the whole campaign to match. In Higgsfield Soul 2.0 the team uses Color Transfer with a palette built from that reference image, so every new shot shares the same colours. Outputs come at 1.5K or 2K in seven aspect ratios, including 3:4 and 9:16, though 4:5 is not one of them.
Higgsfield blog: Soul 2.0 Color Transfer · 5 November 2026Source
AI image generationFor: Boutiques and fashion sellers who need lookbook photos without a shoot
Build a full outfit photo set around one character in five steps
A small boutique needs a lookbook but has no budget for a model shoot. Higgsfield Fashion Factory walks them through five steps: pick a template, choose a character, generate first shots, add the clothing, then get the finished set. They end up with a series that feels like one shoot, ready for the shop and social posts.
Higgsfield blog: Fashion Factory photo sets · 5 November 2026Source
AI image generationFor: Film students and video creators planning shots before they film
Storyboard a short film in one saved cafe location with Popcorn
A film student saves her cafe set as a Location element in Higgsfield, then types @ in the prompt to pull it and her lead character into every frame. Popcorn generates 1 to 8 frames per run with up to 4 reference images, so she gets a storyboard where the room and the actor stay the same from shot to shot. Elements live in My elements, so the same cafe is ready for her next project too.
Higgsfield blog: Elements and Popcorn for consistent locations · 4 November 2026Source
AI image generationFor: Photographers and print designers working with very large image files
Fix one corner of a huge print photo without shrinking it
A photographer has a 24 megapixel landscape for a gallery print with a stray sign in one corner. Ideogram 4.5 Zoom editing lets her edit just that crop at full resolution, and the edited piece keeps its edges so it stitches back into the original. The print file stays full size instead of being downsized for the AI edit.
Ideogram model page (docs): Ideogram 4.5 zoom editing · 7 November 2026Source
AI image generationFor: Interior stylists and home sellers previewing objects in a real room photo
Add a vase to a sunny windowsill and let the light make sense
An interior stylist wants to show a client a glass vase on their sunny windowsill before buying it. MAI Image 2.7, in preview in the MAI Playground, is built for edits that depend on how objects, lighting and the room interact, so the added vase can sit in the scene's own light. It is editing only for now, since Microsoft says text to image is coming soon.
Microsoft AI: MAI Image 2.7 reasoning-based edits · 27 October 2026Source
AI video generation
AI video generationFor: Small online shops that want a story-led vertical ad without a film shoot
Turn your product into the hero of a claymation story ad
A small candle shop sets up its brand from its website URL in Higgsfield Ads Studio, picks the new Micro Drama Ads format and chooses the Claymation story style. The character has a problem, the candle fixes it, and the whole thing comes out as a 9:16 stop-motion style ad ready for Reels and TikTok. If one version lands, they ask for new takes in the same chat instead of starting over.
Higgsfield blog: Micro Drama Ads in Ads Studio · 6 November 2026Source
AI video generationFor: Marketers testing several ad stories who want to keep credit spend low
Draft a micro drama ad in Claude at 480p before paying for 1080p
A marketer connects Higgsfield to Claude as a custom connector, types /microdrama-ads to browse the story cards and picks one for their product. They set it to ask before paid steps and render the first pass at 480p, which costs 3 credits a second instead of 16 at 1080p. Only the story that actually works gets the full resolution render.
Higgsfield blog: Micro Drama Ads in Claude and ChatGPT · 6 November 2026Source
AI video generationFor: Brand and growth marketers who already pay for Luma and live in an AI chat
Ask Claude which ad won last week, then get a promo clip of it
A brand manager connects Luma's new MCP connector to Claude or ChatGPT and asks which recent ad did best. In the same chat, Luma restyles the winner with new backgrounds, angles and lighting, then turns the finished look into short promo clips for the channels that need motion. It runs on their existing Luma credits, so there is no extra tool to sign up for.
Luma: Luma MCP connector for ChatGPT and Claude · 3 November 2026Source
AI video generationFor: Fashion and accessory brands posting weekly vertical shorts
Show off a new clothing drop with a presenter who copies a trending move
A streetwear label uploads its new jackets to Higgsfield Shorts Studio, adds a 10 to 120 second reference clip of a trend they like, and lets the AI presenter model the pieces with that motion. They pick a 30 second length at Basic quality to test it, and keep the same presenter for the rest of the drop so the series feels consistent. Before posting they check the jacket keeps its colour and label.
Higgsfield blog: Shorts Studio with AI presenter · 4 November 2026Source
AI video generationFor: Faceless YouTube Shorts and TikTok channels that run curiosity series
Turn one weird "what if" question into a four part faceless series
A science explainer channel types a question like what if light slowed down a little every day into Higgsfield Content Factory, picks a preset and asks for four episodes. It writes the scenes, makes the characters, adds a voiceover and edits each episode, anywhere from 15 seconds to 5 minutes. The creator still fact-checks the narration before it goes up.
Higgsfield blog: Content Factory for what if videos · 22 October 2026Source
AI video generationFor: Independent musicians and video makers chasing a retro film look
Give your music video the look of a 1980s 8mm home movie
An indie musician opens Higgsfield Cinema Studio 4.0, sets the camera body to 8mm Film, the era to the 1980s and a Warm Vintage lens, then tags the singer with the Joy emotion. Each generation can run up to 30 seconds on the web app, so a few takes cover a whole verse. It feels like footage found in a shoebox, without hunting down an old camera.
Higgsfield blog: Cinema Studio 4.0 camera and era controls · 27 October 2026Source
AI video generationFor: Event and wedding videographers patching shots they cannot reshoot
Fix your main shot by feeding Kling 4.0 your other takes
A wedding videographer has one great main clip but a guest walked through it. In Kling 4.0 on Higgsfield they open the Edit video tab, set that as the main clip and add up to four other takes from the day as extra inputs, then describe the change. They pick 720p or 1080p, and each clip can run from 3 to 30 seconds.
Higgsfield blog: Kling 4.0 video editing with up to 5 clips · 20 October 2026Source
AI video generationFor: Developers building story or character video features on the xAI API
Give your cast their faces and voices in one Grok Imagine call
An app developer making short animated stories sends grok-imagine-video-1.5 up to 14 reference images for the characters and sets and up to 3 voice references, then pins the first, last and a mid-video frame. The xAI API returns one clip where the characters look and sound like the references. It is asynchronous, so the app polls for the finished video and saves it with the Files API.
xAI docs: Grok Imagine reference-to-video with voice references · 7 November 2026Source
AI video generationFor: Indie developers adding video remix features to a consumer app
Let your app's users restyle their own clips with a text prompt
A small social app adds a remix button: users upload a clip, type something like make it snowing, and the app sends it to Grok Imagine video editing on the xAI API. If they want more, the extension feature continues the edited clip from its last frame and joins both parts into one video. Billing is per second, so the team caps clip length to keep costs predictable.
xAI docs: Grok Imagine video editing and extension · 7 November 2026Source
AI video generationFor: Teachers and explainer creators who want a distinct narrator without hiring voice talent
Give your animated narrator a voice that fits, right in Google Flow
A teacher making short history clips in Google Flow with Omni Flash 1.2 picks a preset voice for the narrator and then describes how to change it, say older, slower and a little gravelly. Paid Google AI Plus, Pro and Ultra users can make 3 to 15 second clips, while free users get 3 to 10. Some voices and features are region restricted, so check what shows up in your country.
Google Flow Help docs: Omni Flash 1.2 custom voices · 7 November 2026Source
Claude Code
Claude CodeFor: Developers whose MCP servers run long jobs as tasks
Keep chatting while a slow MCP job runs in the background
A data engineer kicks off a long export through an MCP server that runs its tool calls as tasks. With Claude Code 2.1.319 the terminal moves that task to the background right away, and Claude gets told the result when it finishes, so the session stays free for other questions. If a script really needs to wait, the CLAUDE_CODE_DISABLE_MCP_TASK_BACKGROUND variable keeps the old wait-in-place behaviour.
Claude Code changelog 2.1.319: MCP tasks move to the background · 6 November 2026Source
Claude CodeFor: Developers who leave Claude Code running unattended
Let an overnight run skip blocked steps instead of waiting on you
You leave a refactor running and come back to find it stuck on a permission prompt since midnight. The new permissions.denyInsteadOfPrompting setting turns any tool call that would wait on a prompt into a denial, and the turn carries on. It works in terminal sessions, subagents and teammates, so the run finishes and you review what it was not allowed to do.
Claude Code changelog 2.1.319: permissions.denyInsteadOfPrompting · 6 November 2026Source
Claude CodeFor: Developers building apps on the Claude API
Find where your Claude app makes users wait
Your support bot built on the Claude API feels sluggish and you are not sure why. Run /claude-api latency-optimize in Claude Code and it looks for the places your code makes people wait, then tries faster settings against your eval. You get speed changes that are checked against quality instead of guesses.
Claude Code changelog 2.1.319: /claude-api latency-optimize · 6 November 2026Source
Claude CodeFor: Developers behind a Claude apps gateway with no spend limit
Check today's and this month's spend with /usage
A developer at a company that routes Claude Code through a Claude apps gateway has no spend limit, so nothing ever warns them about cost. Since 2.1.319, /usage shows their spend for today, this week and this month, as long as the gateway runs that version or later. A quick look before a big agent run keeps the bill from becoming a surprise.
Claude Code changelog 2.1.319: spend in /usage behind a gateway · 6 November 2026Source
Claude CodeFor: Admins running Claude apps gateway pooled group budgets
Decide which team budget pays for a developer in two groups
An engineer sits in both the platform group and the mobile group, and each group has its own pooled budget on the Claude apps gateway. Admins can now set admin.pooled_conflict_rule and admin.pooled_priority_order to choose which pooled budget pays first. Finance gets clean numbers instead of arguments over whose budget drained.
Claude Code changelog 2.1.319: pooled budget priority order · 6 November 2026Source
Claude CodeFor: IT and security teams running a Claude apps gateway
Show your AI usage policy right on the sign-in screen
An IT team wants every developer to see the company's acceptable use note before they start. The new optional login_notice setting on the Claude apps gateway shows their own message on the gateway's browser verification page and on Claude Code's sign-in screen. The reminder lands exactly when people log in, not in an email nobody reads.
Claude Code changelog 2.1.319: gateway login_notice · 6 November 2026Source
Claude CodeFor: Platform engineers who operate the Claude apps gateway
Feed gateway logs into your log collector as JSON
A platform engineer's log collector reads severity from a field, so plain text gateway logs keep landing as unknown. Setting CLAUDE_GATEWAY_LOG_FORMAT=json makes the Claude apps gateway write its operational log lines as JSON with severity, time and message. Errors finally show up as errors on the dashboard and alerts fire on the right level.
Claude Code changelog 2.1.319: CLAUDE_GATEWAY_LOG_FORMAT=json · 6 November 2026Source
Claude CodeFor: Developers with both a claude.ai login and an ant auth login
Notice when your usage starts billing a Console organization
A freelancer once ran ant auth login for an API project and forgot about it. When their claude.ai login ends, Claude Code 2.1.319 now warns that it is carrying on with the ant auth login sign-in, which bills the Claude Console organization, and names that organization at startup. They can stop and sign back in before client usage lands on the wrong account.
Claude Code changelog 2.1.319: Console billing warning · 6 November 2026Source
Claude CodeFor: Developers who split work across subagents
Reopen a finished subagent and ask it a follow-up
A research subagent wrapped up an hour ago and you now have a question about one of its findings. The new Earlier in this session row in /tasks lists finished subagents, so you can reopen that one and message it, even after it leaves the list or you restart. No need to spin up a fresh agent and redo the digging.
Claude Code changelog 2.1.319: /tasks Earlier in this session · 6 November 2026Source
Claude CodeFor: Developers using Claude Code in VS Code on large workspaces
Have Claude fix only the errors in a huge VS Code workspace
In a monorepo with thousands of warnings, asking Claude to check problems used to flood it with noise. The VS Code chat panel's diagnostics tool now skips files with no problems, returns compact JSON and accepts an optional minimum severity. Ask Claude to look at errors only and it works through the real breakages first.
Claude Code changelog 2.1.319: VS Code diagnostics minimum severity · 6 November 2026Source
Meta Muse
Meta MuseFor: Anyone juggling holiday and birthday gifts across apps
Keep every holiday gift idea and wishlist in one Muse space
Gift ideas live in your saved Instagram posts, a Marketplace chat and your head. Describe a shopping hub to Muse and it builds a space that pulls holiday and birthday ideas, Instagram saved wishlists and Marketplace listings and buyer messages into one view. You check things off as you buy them and stop buying your sister the same scarf twice.
Meta: Muse spaces, shopping hub example · 6 November 2026Source
Meta MuseFor: Parents drowning in school emails
Build a school dashboard that pulls events out of the school emails
School newsletters bury the bake sale date in paragraph six. A parent asks Muse for a school dashboard space, connects their apps, and the space finds events in school emails and adds them to the calendar. The dates show up without anyone reading every email twice.
Meta: Muse spaces, school dashboard example · 6 November 2026Source
Meta MuseFor: Music fans who follow lots of artists
Never miss a show from an artist you follow
A music fan keeps finding out about concerts after they sell out. She describes a music tracker to Muse, which builds a space for new releases and upcoming shows from the artists she follows. With her apps connected, it updates in the background, so new concert dates appear without her asking.
Meta: Muse spaces, music tracker with background updates · 6 November 2026Source
Meta MuseFor: Freelancers juggling several clients at once
Give your freelance clients one hub for projects, deadlines and invoices
A freelance designer tracks clients across a spreadsheet, sticky notes and her inbox. She asks Muse to turn that half finished spreadsheet into a freelance client hub space with projects, deadlines and invoices. She checks off deliverables and adds notes right in the space, and keeps refining it with Muse when something is missing.
Meta: Muse spaces, freelance client hub example · 6 November 2026Source
Meta MuseFor: Small online sellers who pack and ship orders themselves
See what needs to ship today in a small business order tracker
A candle maker selling online starts each morning digging through orders and messages. She asks Muse for an order tracker space that shows new orders, customer messages and what needs to ship today. She opens one screen with her coffee and knows exactly what to pack.
Meta: Muse spaces, small business order tracker example · 6 November 2026Source
Meta MuseFor: Hobby podcasters and new show hosts
Set up a podcast studio space for episode ideas, research and scripts
A new podcaster has episode ideas scattered across voice notes and a notes app. He describes a podcast studio to Muse and gets a space that holds episode ideas, research and scripts together. Each week he opens it, picks the next idea and works the script with Muse in the same place.
Meta: Muse spaces, podcast studio example · 6 November 2026Source
Meta MuseFor: Families and friend groups who love a quiz night
Make a trivia game about your favorite team for game night
A family of football fans wants something to do at halftime. One of them asks Muse to build a trivia game space with quizzes on their favorite sports team, or on movies and music for the rest of the year. It stays in the app, so they can come back to it every match day.
Meta: Muse spaces, trivia game example · 6 November 2026Source
Meta MuseFor: People who want work and weekend lists kept apart
Show your work planner on weekdays and weekend plans on Saturday
A busy parent does not want work to-dos staring at them on a Saturday morning. They build a weekly planner space with Muse and schedule when spaces appear: the planner during the workweek, the weekend plans space on Saturday. Spaces they do not need get hidden from the sidebar.
Meta: Muse spaces, scheduling when a space appears · 6 November 2026Source
Meta MuseFor: Home DIYers working through a project over several weekends
Plan the bathroom retile on a DIY project board in Muse
A weekend DIYer keeps losing track of what to buy and which step comes next. He asks Muse for a planning board space for the project, then checks off steps and adds notes as he goes. When the plan changes, he asks Muse to add the missing pieces or change how the board works.
Meta: Muse spaces, DIY project planning board example · 6 November 2026Source
Meta MuseFor: Commuters and puzzle fans who want a game made their way
Build your own daily word game to play on the commute
A commuter loves word puzzles but is bored of the usual ones. She describes a daily word game to Muse, which builds it as a space she can pin to her main tabs. When she wants harder words or a new look, she just asks Muse to change it.
Meta: Muse spaces, daily word game example · 6 November 2026Source
OpenAI Dots
OpenAI DotsFor: Managers with a dot who prep for reviews on the move
Call your dot for a five minute blocker readout before the review
Tomorrow's launch review will run long unless you know the blockers cold. Tap the phone button in your dot's conversation, ask it to help you prepare, and tell it to focus on blockers and keep the readout to five minutes. You can type during the call, and any work it picks up keeps going after you hang up.
OpenAI Dots docs: calls in ChatGPT · 7 November 2026Source
OpenAI DotsFor: Researchers, makers and marketers running small comparisons over weeks
Have your dot propose the next test after each new round of measurements
You are comparing a few versions of something, say three bread recipes or three ad layouts, and new measurements come in every few days. Ask your dot to keep the comparison chart updated with each batch, draft what the findings say so far, and propose the next tests to run. You review its draft and decide what to try next.
OpenAI Dots docs: Meet dots, studies example · 7 November 2026Source
OpenAI DotsFor: Dot users who let it into work portals for one-off jobs
Clear your dot's browser cookies once the portal job is done
Your dot signed in to a supplier portal to pull a report, and that session stays active until you sign out or the site ends it. When the job is finished, go to Settings, Cloud browser, Browser data and clear the cookies to end the saved session. The next time it needs that site, it has to sign in again.
OpenAI Dots security guide: clearing cloud browser data · 7 November 2026Source
OpenAI DotsFor: Developers handing Codex cloud work to their dot
Give your dot's cloud coding jobs API keys as secrets, not plain variables
Before your dot runs Codex cloud tasks that call a paid API, look at how the key is stored. Network secrets hand programs a placeholder and swap in the real credential only for allowed HTTPS destinations, while direct environment variables are visible to any program in the environment. Pick secrets for anything you would hate to see leak.
OpenAI DotsFor: Enterprise workspace admins tracking dots across the company
Open the dots inventory to see who in the company has one
Your CIO asks how many people have created a dot and whether any are connected to Slack. In the Admin Console, go to Dots to see every personal dot with its owner and status, then open one to check whether it is active or paused and its Slack or Teams connection status.
OpenAI DotsFor: Enterprise admins managing dot billing from November 18
Pause a dot while its owner is on long leave and stop the bill
An employee heads off on three months of parental leave and their dot has nothing to do. An admin can pause it from Admin Console, Dots: billing stops during the pause, and the member cannot resume it themselves. When they come back, resume it and it returns to the state it was in.
OpenAI Dots admin guide: pause, resume and billing · 7 November 2026Source
OpenAI DotsFor: IT and team leads handling departures in dots-enabled workspaces
Plan who takes over a leaver's unfinished dot work
Someone leaves while their dot still has schedules running and tasks handed to Work and Codex. Following the admin access-change checklist, decide whether to pause or delete the dot, check its active tasks, schedules and delegated threads separately, and assign a responsible person for whatever is still live. Then write down which connections you removed.
OpenAI Dots admin guide: access-change checklist · 7 November 2026Source
OpenAI DotsFor: Security and IT teams rolling out dots in Enterprise workspaces
Test your dot approval policy on a dummy email first
Your policy says dots must ask before emailing anyone outside the company, but a written policy does not enforce anything. Before real data goes near it, run a throwaway workflow with harmless actions and a test recipient, check the drafts, approvals and records, and fix any gaps your security team flags.
OpenAI Dots admin guide: rollout testing · 7 November 2026Source
OpenAI DotsFor: Workspace admins locking down what dots can reach
Check the browser and app paths after you block a dot's internet
You turned off internet access for code and shell on cloud computers and assumed dots were sealed off. That switch does not turn off the cloud browser or connected apps, so test each path on its own. The browser, network and computer use switches can also apply to dots even when ChatGPT Work is off.
OpenAI Dots security guide: network controls · 7 November 2026Source
OpenAI DotsFor: Dot users who hand off new jobs often
Give each new task the background it needs up front
You have told your dot a lot over the past month, but a brand new task gets its own conversation and does not automatically see everything you said before. When you hand it something fresh, like comparing insurance quotes, include the key facts and sources in the request, then check the result and errors rather than trusting that a finished run means a finished job.
OpenAI Dots docs: assigned work and task context · 7 November 2026Source
Claude Duet
Claude DuetFor: Founders and hiring managers racing a candidate's deadline
Get every finalist interviewed before a rival offer runs out
A founder learns a top candidate holds a competing offer that expires at 6 p.m. In Anthropic's sample morning brief, Duet has already booked all three finalists for that day with invites ready to go, so the founder only has to approve. It shows how Duet can turn a hiring deadline into a schedule while you get on with the day. Duet is a research preview for US Pro, Max and Ultra users.
Claude product page: Claude Duet morning brief, hiring sample (docs) · 7 November 2026Source
Claude DuetFor: Small business owners and account leads negotiating client renewals
Have Duet summarize the client's contract redline before you call back
A client sends back a marked-up renewal asking for Net 60 payment terms. In Duet's sample brief, the changes are already summarized by the time the owner wakes up, so they can decide what to push back on before the call. It saves reading a long redline cold on your phone.
Claude product page: Claude Duet morning brief, client renewal redline sample (docs) · 7 November 2026Source
Claude DuetFor: Owners opening a new shop, café or office that needs local permits
Let Duet fill the county permit form and ask for an inspection slot
A café owner opening a new location needs a health permit before opening day. In the sample scenario, Duet fills in the county form, asks for approval before paying the $640 fee, and once it shows as paid, requests inspection dates from the county. The owner only steps in for the payment approval.
Claude product page: Claude Duet location opening, health permit sample (docs) · 7 November 2026Source
Claude DuetFor: US Duet users who have not set up a payment wallet yet
Just ask Duet to buy it and connect Link when it asks
You do not have to set up payments first. Ask Duet for something that needs paying for and it may suggest connecting Link, Stripe's wallet, right then. You still approve the maximum amount in the Link app before anything is paid, and each purchase uses a one-time card for that merchant and amount. Link in Duet needs a US payment method.
Claude Help Center docs: Link by Stripe with Claude Duet, setup and approvals · 7 November 2026Source
Claude DuetFor: Duet users buying with Shop Pay or Link on stores that block agents
Finish the checkout yourself when a store blocks Duet from paying
Duet found the right item, but the store will not let an agent pay. Some sites block Duet from paying, so the help article says you may need to complete that purchase yourself. Knowing this up front means you do not wait on a stuck order, you just open the store and buy it.
Claude Help Center docs: Shop Pay with Claude Duet, sites that block payment · 7 November 2026Source
6 November 2026 (110 ideas)
Grok Bot
Grok BotFor: Small data teams buried in repeat questions from PMs and marketers
Teach one Team Bot your metric definitions so nobody waits on the data team
Our small analytics team was answering the same 'what counts as an active user' question every week. xAI describes building Data Bot as a Team Bot whose shared skills hold the core metric definitions, source tables and query logic, so anyone can ask it and get answers the way a data scientist would. Write those skills once, keep improving them, and everyone who uses the Team Bot gets the better version.
xAI: Data Bot, a Team Bot taught with shared skills · 2 November 2026Source
Grok BotFor: Managers of a shared Team Bot who want control over what it learns
Check what your Team Bot wants to remember before everyone gets it
A Team Bot can pick up lessons from daily use, like which teammate owns a pipeline or that a past drop was just a regional holiday. In xAI's write up, the Team Bot's managers review these proposed memory additions and approve or reject them before the Bot shares that knowledge with everyone. Make it a quick Friday habit so bad guesses never spread.
xAI: Data Bot shared memory with manager approval · 2 November 2026Source
Grok BotFor: Teams that want a steady weekly metric update without a volunteer
Have a Team Bot post the weekly numbers in your Slack channel
Instead of someone building the Monday metrics post by hand, add the Team Bot to the team's Slack channel and ask it to track one important number and post a weekly update. xAI says it can run that on a schedule, follow the data team's reporting conventions, and take follow up questions in the thread when something looks off.
xAI: Data Bot posts scheduled updates in Slack channels · 2 November 2026Source
Grok BotFor: Lifecycle and email marketers who need real outcomes, not opens
Ask whether the people who got your campaign email actually did the thing
Open and click rates told our lifecycle marketer nothing about whether anyone switched plans. xAI describes giving Data Bot a Braze campaign ID and asking what recipients did afterward, with the Bot querying the warehouse to see who went on to use the feature or switch plans. It works when your Team Bot has warehouse access and the right skills.
xAI: Data Bot answers Braze campaign questions · 2 November 2026Source
Grok BotFor: PMs and analysts whose one off charts keep becoming regular asks
Turn a chart from the chat into a Hex dashboard the team keeps
You asked a quick question, got a useful chart, and now three people want to see it every week. xAI says Data Bot's skills guide it through turning a chart in chat into a Databricks or Hex dashboard the whole team can use. Ask once and stop screenshotting the same graph into Slack.
xAI: Data Bot builds Databricks or Hex dashboards · 2 November 2026Source
Grok BotFor: Sales reps who hate CRM updates after every call
Let a Team Bot update Salesforce from the call transcript
Reps at xAI were spending ages updating opportunities after customer calls. Their Account Intel Team Bot reads the Gong transcript afterward, makes the Salesforce updates it was taught to make, and drafts a follow up email for the rep to review, and reps can schedule this to run on its own. Copy the idea for your own sales team with your own business rules.
xAI: Account Intel Team Bot updates Salesforce after calls · 27 October 2026Source
Grok BotFor: Sales teams that build quotes in Salesforce CPQ
Ask a Team Bot for pricing options side by side before the call
When a customer wants options, a rep can ask xAI's Quote Bot to prepare several proposals with different products and discounts. It enters them in Salesforce and shows them side by side in the Grok Bot app, and it shows a preview and asks for confirmation before changing anything. The rep picks one without opening the CPQ tool.
xAI: Quote Bot compares proposals side by side · 27 October 2026Source
Grok BotFor: Deal desk and revenue ops teams flooded with Slack requests
Let a Team Bot sort the deal desk requests piling up in Slack
Our deal desk channel was a wall of unthreaded asks. xAI's Deal Bot monitors and triages Slack requests from reps, routes each one to the right owner or approver, and checks whether Legal already drafted similar terms. Decisions that need judgment still go to a human specialist with the Bot's recommendation attached.
xAI: Deal Bot triages and routes Slack requests · 27 October 2026Source
Grok BotFor: Anyone who has their Bot write client emails with files
Get the Bot's Gmail draft with the file it made already attached
You asked your Bot for a summary PDF and an email to the client, then had to download and reattach the file yourself. Since v0.78.1, Gmail drafts and sends can attach a file from the Bot's computer in more cases, and plain text drafts open in rich text so they read well on a phone. Check the draft, hit send.
Grok Bot changelog v0.78.1: Gmail drafts attach files from the Bot's computer · 27 October 2026Source
Grok BotFor: Developers who want an agent's review without loosening repo rules
Let your Bot review a teammate's pull request without overstepping
Handing code review to an agent feels risky if it can approve things you could not. The v0.78.1 changelog says Bots using the built in code review tools act with your access and never approve your own pull request. So you can ask your Bot for a first review pass on a teammate's PR and still keep the rules your repo already has.
Grok Bot changelog v0.78.1: code review acts with your access · 27 October 2026Source
Claude
ClaudeFor: Security or IT admins on Claude Enterprise
Check your Claude settings against Anthropic's recommendations before the audit
A security lead on a Claude Enterprise plan opens the new Security center page in Organization settings (beta) and sees each chat, Cowork and Claude Code control next to Anthropic's recommended value. She records attestations for the controls she has accepted a risk on, then downloads the report for auditors, which separates automatic checks from ones an Owner confirmed. It is guidance rather than a compliance certification, so she treats it as a prep tool.
Claude blog: Claude Enterprise security updates, Security center (beta) · 5 November 2026Source
ClaudeFor: Security teams on Claude Enterprise
Run every prompt past your existing DLP tool before Claude sees it
An IT team already pays for a data loss prevention vendor and does not want a second policy set for Claude. They switch on inference hooks, which are generally available, so prompts from supported Claude products go to their security tool for review. Pre-tool-call hooks do the same for tool calls before they run, so the rules they already enforce apply to Claude too.
Claude blog: Claude Enterprise security updates, inference hooks · 5 November 2026Source
ClaudeFor: Claude Enterprise admins offboarding people
Sign a departing contractor out of every browser and device in one call
A contractor's engagement ends on Friday afternoon and the admin wants their Claude sessions closed right away. She uses the new Admin API call, in beta, to end the member's sign-ins on all browsers and devices without removing them from the organization. It does not end API keys, running cloud sessions or scheduled routines, so she revokes those separately.
Claude blog: Claude Enterprise security updates, member sign-out (beta) · 5 November 2026Source
ClaudeFor: Security engineers on Claude Team or Enterprise
Watch Cowork's local sandbox with the EDR tool your security team already trusts
A security engineer wants Cowork activity on laptops visible in the same console as everything else. Through device management on macOS and Windows she has the organization's EDR sensor run inside the isolated virtual machine that Cowork and unified Claude use for local shell commands and code. The sensor runs in detection mode, so it reports activity without blocking it, and it covers only the local VM, not cloud Cowork sessions. This beta is for Team and Enterprise.
Claude blog: Claude Enterprise security updates, EDR in Cowork (beta) · 5 November 2026Source
ClaudeFor: Admins of multi organization Claude Enterprise setups
Manage SSO and SCIM for two merged companies from one admin console
After an acquisition, a company has two Claude organizations and two identity providers. A parent organization gets its own admin console at admin.claude.com, in beta, where owners handle SSO, SCIM, domain verification, groups and Compliance API keys for all of them. Each organization keeps its own members and security controls, and the parent roles do not grant access inside them by default. Setup needs approvals from the other organizations' admins and cannot be undone.
Claude blog: Claude Enterprise security updates, centralized management (beta) · 5 November 2026Source
ClaudeFor: US Pro, Max and Ultra subscribers tracking spending
Ask Claude where the month's money actually went
Someone in the US on a Pro, Max or Ultra plan links a bank through Plaid, choosing which accounts to share, and asks in plain language where last month went. Claude totals spending by category, compares it with earlier months and flags odd charges or fees. Access is read-only and it can make mistakes, so they check key numbers with their bank. This is a beta for US users only.
Claude blog: Introducing Personal Finance in Claude (beta) · 5 November 2026Source
ClaudeFor: US subscribers with irregular pay days
See which bills land before payday
A freelancer who gets paid on the 28th asks Claude which payments are due before then. Claude reads her linked accounts and lists the upcoming bills, and she can ask for a calendar of what is due. She sees at a glance if the rent and the card payment land in the same week. Personal Finance is a US only beta for paid individual plans.
Claude blog: Introducing Personal Finance in Claude, bill calendars · 5 November 2026Source
ClaudeFor: US subscribers paying down card debt
Find out what your credit card APR has really cost you
A user who has carried a balance asks Claude to total the interest charged on the card this year. Claude works from the linked account's transactions and explains what an APR means in plain words. It is not designed to give investment advice and can be wrong, so they confirm the figure on the card statement.
Claude blog: Introducing Personal Finance in Claude, interest paid · 5 November 2026Source
ClaudeFor: US Pro, Max and Ultra subscribers
Spot forgotten subscriptions on your Personal Finance dashboard
Someone opens the Personal Finance page and finds the subscriptions widget next to spending, cash flow, accounts and upcoming bills. They reorder the widgets so subscriptions sit at the top, remove the ones they do not care about, and ask Claude about any charge that surprises them. The page notes that totals leave out banks they have not linked, so they link every one first.
Claude Help Center docs: Use Personal Finance in Claude, dashboard widgets · 6 November 2026Source
ClaudeFor: Personal Finance users sharing budgets
Think twice before sharing an artifact built from your bank data
A user asks Claude for a handy budget artifact from their linked accounts and wants to send it to their partner. The help page warns that artifacts from those chats need your approval, stay until you delete them, and shared links can show account figures. So they share it only with someone they trust, or delete it afterward. These chats are also kept out of memory and monthly recaps.
Claude Help Center docs: Use Personal Finance in Claude, artifacts and privacy · 6 November 2026Source
ChatGPT
ChatGPTFor: Parents, teachers and anyone who wants a custom reaction GIF
Turn your doodle into a waving GIF for the group chat
My niece drew a lopsided cat and wanted it to say hi. With Images 2.6, ChatGPT is rolling out GIF creation: upload a sketch, ask it to make the character wave, adjust the playback speed and share the loop. It beats hunting for the perfect reaction GIF.
ChatGPT release notes: GIF creation with Images 2.6 · 4 November 2026Source
ChatGPTFor: Pet owners and families who make lots of images of the same subject
Save your dog's photo once and call it by name in later chats
I kept re-uploading the same photo of our beagle every time I wanted a new birthday card. ChatGPT's saved reference images let you save a photo as, say, Pepper, then ask for a watercolor portrait of @Pepper in a later chat without uploading it again.
ChatGPT release notes: saved reference images · 4 November 2026Source
ChatGPTFor: Small shops and creators editing the same character or product shot
Swap the background and keep the outfit exactly as it was
Edits used to drift: change the backdrop and suddenly the jacket had different buttons. ChatGPT Images 2.6 is better at preserving details across edits, like a character's outfit when you change the background, so you can try a beach, an office or a snowy street with the same look.
ChatGPT release notes: Images 2.6 keeps details across edits · 4 November 2026Source
ChatGPTFor: Pro subscribers who were rationing Work and Codex tasks
Give Work and Codex the long jobs now that Pro 100 has twice the allowance
If you rationed ChatGPT Work and Codex tasks to make the month last, the math changed on October 29. Pro 100 and Pro 500 now include twice their previous Work and Codex allowance, and Pro 200 users on the lower allowance were brought up to match. Queue up the backlog of reports and refactors you were saving.
ChatGPT release notes: more Work and Codex usage on Pro · 29 October 2026Source
ChatGPTFor: ChatGPT users in Vietnam who prefer the MoMo wallet
Pay for ChatGPT Plus with MoMo in Vietnam
A friend in Ho Chi Minh City gave up on upgrading because her card kept failing. You can now use MoMo to pay for ChatGPT Go, Plus and Pro subscriptions bought on chatgpt.com in Vietnam. App Store and Google Play subscriptions are still managed there.
ChatGPT release notes: MoMo payments in Vietnam · 21 October 2026Source
ChatGPTFor: Freelancers and teachers on Plus or Pro who build many small Sites
Make a separate Site for every client now that there is no cap
A freelancer I know kept cramming three clients into one ChatGPT Site because of the limit. For Plus and Pro, there is no longer a fixed limit on the number of Sites you can create, though usage and storage limits still apply. Give each client a clean Site of their own.
ChatGPT release notes: no fixed Site limit on Plus and Pro · 15 October 2026Source
ChatGPTFor: Plus, Pro, Business and Enterprise users asking research style questions
Start reading the answer while ChatGPT is still digging
Waiting a minute for a research answer used to mean staring at a spinner. GPT-6 in ChatGPT can begin answering while it keeps thinking or using tools, then add more findings without another prompt. Skim the first part, start your notes, and let the rest arrive.
ChatGPT release notes: GPT-6 answers while it keeps thinking · 7 October 2026Source
ChatGPTFor: Analysts and managers working from screenshots rather than raw data
Pick Terra in ChatGPT Work to read a pile of chart screenshots
I had a stack of screenshots of dashboards from different tools and needed one summary. GPT-6.1 Terra is rolling out in ChatGPT Work and Codex on Plus, Pro, Business, Enterprise and Edu, and it is built for tasks like visual reasoning and writing. Select it from the model list in Work and ask for the one page write up.
ChatGPT release notes: GPT-6.1 Terra in ChatGPT Work · 26 October 2026Source
ChatGPTFor: Couples and families running a big project across many files
Keep the house move in one ChatGPT Space instead of ten chats
Quotes, the inventory list and the new lease were spread across lots of conversations. ChatGPT Space brings your Pages, files and related work together for one project, and you can share it with your partner so you both keep building on the same material. It is available to eligible Pro, Business and Enterprise users on desktop and web.
ChatGPT release notes: organize your work in ChatGPT Space · 29 September 2026Source
ChatGPTFor: Managers who need answers from business data without writing queries
Build an interactive sales dashboard with @Data in ChatGPT Work
Our shop manager wanted to know why weekend orders dipped, without learning SQL. Install the Data plugin, start a conversation with @Data in ChatGPT Work, ask the question, then have it build an interactive dashboard and refine it with follow ups. It uses your connected account's existing permissions and can take your team's metric definitions.
ChatGPT release notes: Data plugin in ChatGPT Work · 10 September 2026Source
OpenAI Codex
OpenAI CodexFor: Developers juggling several Codex agents at once
Spot which agent finished first with unread markers in the command center
With several Codex sessions running, I kept opening the wrong one to check on it. Codex CLI 0.167.0 marks unread results in the agent command center and the session picker, and you can open the command center with codex agents --no-daemon. Go straight to the run that actually has news.
openai/codex release 0.167.0: unread results in the command center · 6 November 2026Source
OpenAI CodexFor: Developers who use Codex with more than one connected backend
Switch backends from the session picker without losing your half written prompt
I had a long prompt typed when I realised the chat I needed lived on another connected backend. Codex 0.167.0 lets you switch between connected backends from the terminal session picker and keeps your drafts when you switch. No more copying the prompt into a notes app first.
openai/codex release 0.167.0: switch backends and keep drafts · 6 November 2026Source
OpenAI CodexFor: Front end developers who send Codex screenshots and mockups
Check the screenshot you are attaching before Codex sees it
I once attached the wrong mockup and wasted a whole run. Codex 0.167.0 previews local image attachments while you compose on supported terminals, and you can open viewed local images from clickable transcript paths. A quick glance saves a bad answer.
openai/codex release 0.167.0: local image previews in the composer · 6 November 2026Source
OpenAI CodexFor: Careful reviewers who approve Codex changes one by one
Read the full patch before you approve it, right in the transcript
Approval prompts used to make me say yes to a diff I had only half seen. In Codex 0.167.0 you can expand patch details directly in the transcript while an approval prompt is open. Read the whole change, then approve or push back.
openai/codex release 0.167.0: expand patches during approval · 6 November 2026Source
OpenAI CodexFor: Teams changing Codex model providers mid project
Keep your old chats when you move Codex to a new model provider
Our team moved from one model provider to another and I thought last week's chats were gone. With 0.167.0, saved chats stay visible after you switch model providers, and if one cannot resume you can read its transcript and prepare an editable prompt to continue in a new chat.
openai/codex release 0.167.0: chats kept across provider changes · 6 November 2026Source
OpenAI CodexFor: Developers on locked down corporate networks
Turn on your office proxy settings for Codex from /experimental
On the corporate laptop, Codex could not get out until IT sent me a config snippet. Codex 0.167.0 lets you opt into macOS or Windows system proxy settings from /experimental, so it can use the proxy your machine already knows about. Try it before filing another ticket.
openai/codex release 0.167.0: system proxy opt in · 6 November 2026Source
OpenAI CodexFor: Approved Daybreak Red security teams doing authorized testing
Validate exploitable bugs inside your agreed scope with GPT-6 Cyber in Codex
Security teams need to prove a bug is really exploitable without the agent wandering into systems that are off limits. OpenAI's GPT-6 Cyber is trained to find and validate vulnerabilities while staying within the scope researchers set, and it is initially available through the API and Codex to a select group of approved Daybreak Red customers, with wider Daybreak Red access coming.
OpenAI: GPT-6 Cyber in Codex for Daybreak Red · 5 November 2026Source
OpenAI CodexFor: CLI users on AWS
Set up Amazon Bedrock with the built-in wizard
Your company runs on AWS and you want Codex CLI to use Bedrock. In 0.164.0 the Amazon Bedrock setup wizard is on by default, and API key entry appears next to other AWS sign-in options when credentials are detected. Follow the prompts instead of editing config by hand.
openai/codex release 0.164.0: Bedrock setup wizard · 23 October 2026Source
OpenAI CodexFor: Heavy Codex CLI users
Let Codex check skills, memory and history at once
You ask Codex something that needs your skills, memories and past conversation. Since 0.163.0, independent read-only lookups like those can run at the same time. Expect less waiting before the answer starts.
openai/codex release 0.163.0: parallel read-only tools · 15 October 2026Source
OpenAI CodexFor: Developers using many worktrees
Find linked worktrees faster in the agent command center
You keep several worktrees of one repo and the list gets messy. Release 0.165.0 groups directories in the agent command center, alongside the repository filter in the session picker. Spot the right worktree at a glance.
openai/codex release 0.165.0: grouped directories in the agent command center · 27 October 2026Source
Google Gemini
Google GeminiFor: Event organizers and researchers with lots of form responses
Ask Gemini what your event feedback form is really saying
After our community workshop we had a pile of form responses and no time to read them. Gemini in Google Forms now analyzes responses from the Responses tab by writing and running Python code, then surfaces trends, cross question patterns and suggested next steps. It is rolling out to Business Standard and Plus, Enterprise Standard and Plus, Education Plus, and Google AI Pro and Ultra.
Google Workspace Updates: Gemini insights in Google Forms · 5 November 2026Source
Google GeminiFor: Developers building document tools over old file archives
Send Gemini the old PowerPoint 97 deck nobody can open anymore
Our archive is full of .ppt and .ods files from years ago. The Gemini API now accepts PowerPoint 97-2003, OpenDocument Presentation and OpenDocument Spreadsheet files as input, rendering slides as page images and reading data and formulas from the first sheet of an ODS file. Point your summarizer at the archive instead of converting by hand.
Gemini API changelog: PPT, ODP and ODS input · 5 November 2026Source
Google GeminiFor: Developers building Gemini agents with file heavy tools
Let your tool hand an audio clip or spreadsheet straight back to Gemini
My agent's tool fetched a voicemail, but I had to transcribe it before Gemini could use it. Function responses in the Gemini API can now return audio, video and Office or OpenDocument files to the model, including Files API URIs. Return the file itself and let the model listen or read.
Gemini API changelog: more file types in function responses · 5 November 2026Source
Google GeminiFor: Workspace teams making training or promo videos in Vids
Make a 15 second product clip right inside Google Vids
Our team uses Vids for internal training videos and kept needing a short intro shot. Gemini Omni 1.2 Flash is now in Vids, with a slider for clips from 3 to 15 seconds, better consistency when you use references, and a wider range of voices. It is rolling out to many Workspace editions plus Google AI Pro and Ultra.
Google Workspace Updates: Gemini Omni 1.2 Flash in Vids · 5 November 2026Source
Google GeminiFor: Teachers on Google Workspace for Education
Attach a Guided Learning session to tonight's math homework
Students kept copying answers from chatbots instead of working through problems. Teachers can now attach Gemini Guided Learning to a Classroom assignment, choose class sources as context, and later read insight summaries and individual chat transcripts. It is for Education Fundamentals, Standard and Plus, where the admin has Gemini turned on.
Google Workspace Updates: Guided Learning in Classroom assignments · 4 November 2026Source
Google GeminiFor: Podcasters and app builders who need a distinct synthetic voice
Remix a Gemini voice into your podcast's own sound
The stock voice was close, just too cheerful for our late night show. With the Gemini 3.8 TTS update you can modify a prebuilt or designed voice with plain language instructions, save it as a new voice ID, and use it with Gemini 3.8 Flash TTS or Flash-Lite TTS. You can do it in Google AI Studio too.
Gemini API changelog: voice remixing for Gemini 3.8 TTS · 4 November 2026Source
Google GeminiFor: Developers who switch models in Gemini CLI
List the models you can use before you start a Gemini CLI session
I kept guessing model names and getting errors. Gemini CLI v0.67.0 adds a models command and a --list-models flag for model discovery. Check what is available first, then pick the one your task needs.
Gemini CLI v0.67.0: models command and --list-models · 4 November 2026Source
Google GeminiFor: Developers who sandbox Gemini CLI in containers
Keep your IDE companion working when Gemini CLI runs in a container
Running Gemini CLI in a sandbox container used to cut it off from my editor. Version 0.67.0 bridges the IDE companion into container sandboxes, so you can keep the safety of the container and still have the CLI aware of your editor.
Gemini CLI v0.67.0: IDE companion in container sandboxes · 4 November 2026Source
Google GeminiFor: Workspace admins in legal, HR or regulated teams
Show your recording and Gemini notes policy before people join Meet
People kept asking mid call whether Gemini was taking notes. Admins can now show custom policy text in the Meet Green Room, either always or only when the meeting is recorded, transcribed or has notes taken by Gemini, with an optional link. It is off by default and set per organizational unit.
Google Workspace Updates: custom policy in the Meet Green Room · 3 November 2026Source
Google GeminiFor: Developers with older Gemini 2.5 Pro integrations
Move your app off gemini-2.5-pro before December 1
Our old summarizer still calls gemini-2.5-pro. It is no longer selectable in Google AI Studio, and from December 1, 2026 its API requests route to gemini-3.8-flash at 3.8 Flash rates. Update the model string now and check the breaking changes, like thinking_level replacing thinking_budget.
Gemini API changelog: Gemini 2.5 Pro deprecation · 2 November 2026Source
AI image generation
AI image generationFor: Designers and developers iterating on poster or ad layouts
Rough out poster layouts in seconds with GPT-Image-2.6 Flare
When I just need to see if a layout works, waiting on full quality is painful. In the API, GPT-Image-2.6 Flare can generate an image in as little as six seconds when quality is set to low, and OpenAI says it improves layout quality for posters and product imagery. Draft fast, then rerun the winner at higher quality.
AI image generationFor: Developers building image editing into their products
Let your app's users circle the exact spot to change
Users of our listing editor kept typing 'the thing on the left'. With Images 2.6, the image markup already in ChatGPT comes to the API, so teams can pinpoint exactly where a change should happen. Pass the marked up area and stop guessing.
OpenAI: Images 2.6, image markup in the API · 4 November 2026Source
AI image generationFor: Developers tuning speed and cost in image pipelines
Use low complexity for quick fixes and save the heavy planning for busy scenes
Most of our edits are small, like swapping a label colour. GPT-Image-2.6 adds a complexity parameter that sets how much planning the model does, and OpenAI recommends low complexity for faster edits and medium or high for scenes with many elements. Match the setting to the job.
OpenAI: Images 2.6, complexity parameter · 4 November 2026Source
AI image generationFor: Krea Business and Enterprise admins
Decide who on your team can use Krea Agent
Our interns were burning credits on Agent experiments. Krea's new Access Controls let Business and Enterprise admins allow or block Agent at the organization, workspace or member level, covering web, iOS, Slack, API and MCP. Add yourself before saving an allow only rule, or you lock yourself out too.
Krea changelog: Access Controls for Krea Agent · 4 November 2026Source
AI image generationFor: Developers and studios doing precise product photo edits
Mark up to 24 boxes on a photo and give each its own edit note
We needed different changes on a busy shelf photo without describing positions in words. The Krea 3 API accepts regions, bounding boxes with their own notes, up to 24 per request, and you can refer to each with @label. Regional edits work with high and ultra thinking modes.
Krea changelog: Krea 3 bounding box regions in the API · 23 October 2026Source
AI image generationFor: Teams sending AI images to print
Get a 4K Krea 3 image for print straight from the API
Our print vendor wanted bigger files than 2K. You can now set resolution to 4K for Krea 3 in the API, billed as a 2K image plus the 2x upscale. It is not available with ultra or Zero Data Retention, so plan around that.
Krea changelog: 4K output for Krea 3 in the API · 27 October 2026Source
AI image generationFor: Curious creators testing image models before they pay
Try Krea 3 with the free images every plan now gets
My friend wanted to test Krea 3 before paying for anything. Krea now gives 9 free Krea 3 images on every plan, so you can try your own prompts and decide if it suits your work.
Krea changelog: 9 free Krea 3 images on every plan · 26 October 2026Source
AI image generationFor: VJs, installation artists and live visual designers
Generate live visuals inside TouchDesigner with the Krea panel
Our VJ wanted AI visuals without leaving the patch. Krea for TouchDesigner adds a Krea panel, Agent tools and Realtime inside TouchDesigner, so you can generate and tweak visuals in the same place you run the show.
Krea changelog: Krea for TouchDesigner · 26 October 2026Source
AI image generationFor: Developers using Google's image models in the Gemini API
Switch your app from gemini-3.1-flash-image to Nano Banana 2.1
Our sticker app still points at the older Nano Banana 2 model. Google has deprecated gemini-3.1-flash-image and recommends moving to gemini-nano-banana-2.1, which keeps Flash level speed and cost while improving prompt adherence, character consistency and text rendering. Change the model string and rerun your test prompts.
Gemini API changelog: Nano Banana 2.1 GA and 3.1 Flash Image deprecation · 6 October 2026Source
AI image generationFor: Streamers and community managers who want quick custom emotes
Make a custom emoji set with the Emoji Creator template in Grok Imagine
A streamer friend wanted channel emotes without hiring an artist. Imagine Image 2.0 comes with ready made templates, including Emoji Creator, Icon Maker and Mascot Maker, where the workflow is set up and you supply the inputs. It is on grok.com/imagine and the iOS and Android apps.
xAI: Imagine Image 2.0 templates · 7 August 2026Source
AI video generation
AI video generationFor: Developers adding video generation to their apps
Generate a full 15 second clip with Gemini Omni 1.2 Flash in the API
Our product demo needed a longer single shot. Gemini Omni 1.2 Flash is now generally available in the Gemini API and generates videos up to 15 seconds with conversational editing, with video output priced 30% lower than before. Build your demo in one take.
Gemini API changelog: Gemini Omni 1.2 Flash GA · 5 November 2026Source
AI video generationFor: Creators building slightly longer clips step by step
Extend an Omni clip turn by turn until it reaches 30 seconds
Our explainer needed a little more room after the first cut. With Gemini Omni 1.2 Flash, per turn extensions can bring a video to 30 seconds in total. Generate the opening, check it, then ask for the next stretch.
Gemini API changelog: Omni 1.2 Flash extensions to 30 seconds · 5 November 2026Source
AI video generationFor: Brands and animators with a recurring character
Keep your mascot on model with up to six reference images in Omni
Our mascot kept changing shape between clips. Gemini Omni 1.2 Flash improves character and subject consistency across up to six reference images. Give it the front, side and back views plus a few poses.
Gemini API changelog: Omni 1.2 Flash six reference images · 5 November 2026Source
AI video generationFor: Developers already running Gemini Omni 1.1 Flash in production
Plan for your Omni 1.1 Flash calls switching to 1.2 on December 3
If your app still calls gemini-omni-1.1-flash, Google says those requests will route automatically to gemini-omni-1.2-flash at 1.2 Flash rates starting December 3, 2026. Test your prompts on 1.2 now so the switch does not surprise you or your budget.
Gemini API changelog: Omni 1.1 Flash routing to 1.2 · 5 November 2026Source
AI video generationFor: Developers who want Seedance without another vendor account
Call Seedance from the Krea API without a separate ByteDance key
Setting up another vendor account just to try Seedance felt like too much. Krea's API now runs Seedance 2.5, 2.0, 2.0 Fast and 2.0 Mini with your Krea API token, including text to video, start image animation and references, billed to your workspace's API balance.
Krea changelog: Seedance in the Krea API · 28 October 2026Source
AI video generationFor: Storyboard artists and video teams iterating quickly
Use Wan 3.0 Prime in Krea when you need a quicker draft
Waiting on Wan 3.0 for every test shot slowed our storyboard day. Krea added Wan 3.0 Prime, a faster version of Alibaba's Wan 3.0, for video. Draft with it, then decide which shots deserve more time.
Krea changelog: Wan 3.0 Prime for video · 17 October 2026Source
AI video generationFor: Editors rescuing low quality footage
Clean up a grainy clip with Topaz Starlight Fast 3 in Krea
Our old event footage looked soft and noisy. Krea added the Topaz Starlight Fast 3 video enhancer and retired the Starlight v1 models. Run the clip through it before you cut the highlight reel.
Krea changelog: Topaz Starlight Fast 3 enhancer · 16 October 2026Source
AI video generationFor: Performance marketers testing video ad variants
Spin one video ad into a batch of variations with Krea's Ad Multiplier
We had one ad that worked and no time to make versions for testing. Krea brought back the Ad Multiplier skill for making variations of video ads. Start from the winner and test a handful of new takes.
Krea changelog: Ad Multiplier skill returns · 20 October 2026Source
AI video generationFor: Filmmakers and agencies delivering to large screens
Render your final FLUX 3 Video shot at 4K in Krea
The draft looked great but too soft on a big screen. FLUX 3 Video now renders at 2K and 4K in Krea. Keep drafting small and render only the final shot at 4K.
Krea changelog: FLUX 3 Video at 2K and 4K · 16 October 2026Source
AI video generationFor: Small brands turning product photos into short clips
Build one clip from your product photos with Kling 4.0 reference to video in Krea
We had a few good product photos and wanted a short clip that matched them. Kling 4.0 is now in Krea for video and supports text, image and reference to video. Feed it the photos as references and describe the motion you want.
Krea changelog: Kling 4.0 for video · 26 October 2026Source
Claude Code
Claude CodeFor: Developers who pin editor extension versions
Stop the terminal from touching your IDE extension
You run Claude Code in the integrated terminal and you pin your editor extensions on purpose. From 2.1.318 it no longer installs or updates the IDE extension when started in an IDE terminal. If you do want the update, run /ide from an outside terminal or use your editor's extensions view.
Claude Code changelog 2.1.318: no auto install of the IDE extension · 4 November 2026Source
Claude CodeFor: People who want approval before a model switch
Let subagents stop instead of quietly switching models
You set "Switch models when a message is flagged" to "Ask each time" because you want a say. Since 2.1.318, subagents stop in that case instead of switching models on their own. You stay in charge of which model sees your flagged request.
Claude Code changelog 2.1.318: subagents stop when set to Ask each time · 4 November 2026Source
Claude CodeFor: Developers running slow builds in subagents
Let a long test run move to the background after three minutes
A background subagent kicks off a slow shell command and you do not want the prompt cache to expire while it waits. In 2.1.318 such a command moves to the background after 3 minutes on all providers. Kick off the long build and let it carry on.
Claude Code changelog 2.1.318: background subagent shell commands after 3 minutes · 4 November 2026Source
Claude CodeFor: Admins locking down MCP servers
Block a connector by URL, even the Anthropic-provided ones
Your security lead wants one MCP server gone everywhere. In 2.1.318, deniedMcpServers URL entries also block Anthropic-provided servers whose upstream URL matches, and connectors in cloud sessions and on self-hosted runners. For anything else, deny the connector by name.
Claude Code changelog 2.1.318: deniedMcpServers URL entries · 4 November 2026Source
Claude CodeFor: Teams building managed agents
Onboard a new managed agent with risky actions judged by default
You spin up a managed agent with /claude-api managed-agents-onboard. As of 2.1.318 its built-in tools, and a quickstart template's MCP tools, get the auto permission policy ("Judge risky actions") by default, matching the Claude Console. Say "run without asking" if you want to opt out.
Claude Code changelog 2.1.318: managed-agents-onboard default policy · 4 November 2026Source
Claude CodeFor: Anyone wiring up many MCP servers
Get the input schema back when an MCP call comes too early
Claude calls an MCP tool before it has loaded and the call fails. Since 2.1.318 that error returns the tool's input schema. Claude can then retry with the right arguments instead of guessing.
Claude Code changelog 2.1.318: MCP tool errors return input schema · 4 November 2026Source
Claude CodeFor: Developers on network home directories
Keep your login and settings safe on a shared network home
Your company mounts home directories over the network and your Claude Code settings kept vanishing. 2.1.318 improves how ~/.claude.json, settings files and the stored login survive saves there, so they are less often deleted or replaced by an older copy. Fewer sessions start without your MCP servers and trusted folders.
Claude Code changelog 2.1.318: config survives shared network home directories · 4 November 2026Source
Claude CodeFor: Developers fixing CI from cloud sessions
Read the failing GitHub Actions log from a cloud session
A CI run is red and you are working in a cloud session. In 2.1.318, gh run view --log and gh api log requests now get the log in most environments, not an unreachable redirect. Ask Claude to read the failure and propose a fix.
Claude Code changelog 2.1.318: GitHub Actions logs in cloud sessions · 4 November 2026Source
Claude CodeFor: Teams running self hosted runners
Keep one transcript for claude -p inside a self hosted runner session
Your self-hosted runner launches claude -p inside a session and you want a single session ID and transcript. Set CLAUDE_CODE_DISABLE_NESTED_SESSION_ID to 1, added in 2.1.317, to get the behaviour of earlier versions. Your logs line up again.
Claude Code changelog 2.1.317: CLAUDE_CODE_DISABLE_NESTED_SESSION_ID · 3 November 2026Source
Claude CodeFor: Plugin users with monitors
Quit without the background work prompt when only plugin monitors run
You use a plugin that runs a monitor and every exit asks about background work. 2.1.317 skips the "Background work is running" prompt for plugin monitors. Close the session and move on.
Claude Code changelog 2.1.317: exit skips prompt for plugin monitors · 3 November 2026Source
Meta Muse
Meta MuseFor: Job seekers and anyone practicing a pitch, in the US
Rehearse a job interview out loud with Muse
My cousin had a big interview and no one free to play the hiring manager. Muse now has voice conversations where you talk like you would with a person and get answers right away, and Meta suggests it for rehearsing interviews, presentations and pitches. Tap the phone icon in the Muse app to start. It is in the US first.
Meta: Muse voice conversations for rehearsing · 5 November 2026Source
Meta MuseFor: Parents and anyone who wants Muse to sound less like a robot
Give Muse a pirate voice for the kids' homework help
Bedtime spelling practice went better once Muse sounded like a pirate. You can pick from hundreds of voices and personality styles, like a New Yorker or a pirate, and change them any time. A small change that makes a chore feel like a game.
Meta: Muse voices and personality styles · 5 November 2026Source
Meta MuseFor: Busy people who think out loud and change their minds
Cut in when Muse's answer heads the wrong way
Muse started planning the wrong weekend and I didn't want to wait for it to finish. In voice conversations you can interrupt when needed, just like with a person. Say what changed and let it pick up from there.
Meta: Muse voice conversations you can interrupt · 5 November 2026Source
Meta MuseFor: People who prefer face to face style conversations
Put Muse's avatar full screen when you want it to feel like a video call
Talking to a blank screen felt odd for my dad. Muse now has an expressive avatar that matches the tone of the chat, and you can choose voice only, the avatar next to your conversation, or full screen. Pick full screen for long talks and voice only when you just need answers.
Meta: Muse expressive avatar display modes · 5 November 2026Source
Meta MuseFor: Cooks, parents and anyone using Muse hands free
Say 'Hang up' to end the Muse voice chat when your hands are full
Elbow deep in dough, I could not tap anything. Meta's help article says you can end a Muse voice chat by saying 'Goodbye' or 'Hang up', or by tapping the headset icon. Voice mode is available only in some countries.
Meta Help (docs): ending a Muse voice chat · 6 November 2026Source
Meta MuseFor: Privacy minded Muse users who use voice mode
Check Muse's background listening setting before you leave voice on
My phone's mic indicator stayed on after a chat and I wanted to know why. Meta says Muse can keep listening in the background, shown by your device's microphone indicator, and you manage this in Settings > Voice and avatar. Decide what you are comfortable with and set it once.
Meta Help (docs): Muse background listening setting · 6 November 2026Source
Meta MuseFor: Developers building agents into their own products
Build your own agent on Muse Wonder through the Meta Model API
We wanted Muse style persistence in our own support tool. Meta made Muse Wonder available to developers and builders through the Meta Model API and Muse Code, with features like Active Memory and Active Focus for long tasks. Prototype your agent on it and see how it handles multi step jobs.
Meta: Muse Wonder in the Meta Model API · 12 October 2026Source
Meta MuseFor: Muse Code subscribers working on tough coding tasks
Switch to Muse Wonder Full in Muse Code for the hardest build
Our side project's sync bug defeated every model we tried. Muse Wonder Full is available now, but only to Muse Code subscribers, and Meta pitches the Wonder models at coding from games to business apps. Save it for the job where the regular model keeps getting stuck.
Meta: Muse Wonder Full for Muse Code subscribers · 12 October 2026Source
Meta MuseFor: Shoppers who prefer paying with PayPal
Check out with PayPal when Muse buys something for you
I don't keep my card in every app, but I do use PayPal. TechCrunch reports Muse can buy items using Link by Stripe and Shop Pay, and that Meta has added PayPal payment support. Pick the method you already trust.
TechCrunch: Muse adds PayPal payments · 23 September 2026Source
Meta MuseFor: Startups and SaaS teams who want to be reachable from Muse
Build a Muse connector so customers can use your service through their agent
A small booking startup asked how to show up inside Muse. TechCrunch reports Meta opened its platform so developers can build connectors, with more than 1,500 applications in under a week. If your customers already use Muse, a connector meets them there.
TechCrunch: Muse developer connectors platform · 23 September 2026Source
OpenAI Dots
OpenAI DotsFor: Dot owners on iPhone who get questions on the go
Answer your dot straight from the iPhone notification
My dot asked which flight to hold while I was in a queue. On iOS you can now reply to your dot from a notification: touch and hold it, type your answer and tap Send, without opening the app. Tapping a notification also opens the conversation faster.
OpenAI dots update: reply from iOS notifications · 4 November 2026Source
OpenAI DotsFor: iPhone users who collect info for their dot from other apps
Share a screenshot from any app straight to your dot
I found the venue's parking rules in a PDF and wanted my dot to add them to the plan. On iOS you can now share content from another app into your dot through the share sheet, add a message, and send. No more saving and re-uploading.
OpenAI dots update: share from other iOS apps · 4 November 2026Source
OpenAI DotsFor: Dot users who want an easy way to report problems
Tell your main dot about the bug instead of hunting for a form
When my dot kept failing on one website, I didn't know where to report it. Now you can report a bug, suggest a feature or give product feedback by telling your main dot in conversation, and your dot may suggest sending feedback when you hit a problem.
OpenAI dots update: feedback through your main dot · 4 November 2026Source
OpenAI DotsFor: Desktop users editing documents and pages with their dot
Point your dot at the exact paragraph you mean
'Fix the second table' never landed right. Browser and file annotations are rolling out on desktop, so you can point your dot to the part of a page or file you want it to work on. Mark it and skip the long description.
OpenAI dots update: browser and file annotations · 4 November 2026Source
OpenAI DotsFor: Dot users whose main computer runs Windows
Give your dot local jobs on your Windows PC again
If your dot used to stall on local tasks on Windows, try again. The November update says dots can more reliably continue tasks in local threads, use your computer and browser, and work with local tools and plugins on Windows.
OpenAI dots update: Windows reliability · 4 November 2026Source
OpenAI DotsFor: iPhone users who connect Gmail to their dot
Tap the email your dot mentions and land in the Gmail app
My dot flagged a school email and the link opened a clumsy browser tab. On iOS, supported Gmail message links now open the email in the Gmail app when it is available, or in the browser otherwise. One tap and you are reading the right message.
OpenAI dots update: Gmail links open in the Gmail app · 4 November 2026Source
OpenAI DotsFor: Enterprise, Edu and Healthcare workspace admins
Use the free preview window to decide on dots before November 18
Our IT lead almost missed this. Dots are now generally available to eligible ChatGPT Enterprise, Edu and Healthcare workspaces, with an admin preview from November 4 to November 18, 2026 where members use dots if the admin enables their role. From November 18 dots are on by default unless the admin opts out, and billing begins.
OpenAI Help: dots admin preview and default on date · 5 November 2026Source
OpenAI DotsFor: Admins of Healthcare and regulated ChatGPT workspaces
Review HIPAA eligibility before turning on dots in a Healthcare workspace
A clinic's admin wanted dots for scheduling help but had compliance questions. OpenAI's help article says regulated or Healthcare workspaces should review HIPAA eligible products and functionality, and that workspace settings, encryption and residency can affect eligibility. Do that review during the preview, not after.
OpenAI Help: dots in Healthcare workspaces · 5 November 2026Source
OpenAI DotsFor: Enterprise admins and finance teams budgeting for dots
Pick flat rates or consumption billing for your company's dots
Finance asked how dots would be charged before anyone turned them on. For eligible Enterprise workspaces, you can pay for dots through flat rates mapped to the type of work, or through scaled consumption, and work a dot delegates to ChatGPT Work or Codex is billed separately at standard rates.
OpenAI Help: how dots are priced for Enterprise · 5 November 2026Source
OpenAI DotsFor: Developers who want their dot to run Codex cloud tasks
Set up the Codex cloud environment first, then hand the job to your dot
My dot couldn't start a repo task until I realised the environment did not exist yet. Your dot can create cloud tasks in Codex cloud environments, but you need to create the environment in Codex before asking. A little setup and the dot can take it from there.
OpenAI Help: dots and Codex cloud environments · 5 November 2026Source
Claude Duet
Claude DuetFor: Founders and managers polishing a deck under time pressure
Ask Duet to split the crowded slide before the investor deck goes out
One slide in our deck was trying to say five things. On Claude's Duet page, a sample shows Duet splitting a crowded slide into two clearer ones and drafting the deck sharing email for approval before sending. Hand it the deck and review the email before anything goes out.
Claude product page: Claude Duet deck revision sample (docs) · 6 November 2026Source
Claude DuetFor: Founders preparing for investor meetings
Have Duet read up on the people you're pitching and draft your answers
Before a funding meeting, I never had time to read every partner's background. In the sample on Claude's Duet page, Duet reads the partners' bios and recent deals, then drafts answers to likely questions for you to review. Edit the answers in your own words before the call.
Claude product page: Claude Duet investor meeting prep sample (docs) · 6 November 2026Source
Claude DuetFor: Duet testers on Pro, Max or Ultra plans
Use your Duet limit resets before they expire on December 15
If a heavy week is coming, check how many resets you have. Claude's help article says Pro users get three limit resets and Max and Ultra users get one, background work counts against your plan's limits, and unused resets expire on December 15, 2026. Don't let them lapse unused.
Claude Help (docs): Claude Duet limit resets and expiry · 6 November 2026Source
Claude DuetFor: Small business owners on Pro, Max or Ultra with Duet access
Ask for one page to check every morning and let Duet refresh it at 5:30
A shop owner tells Duet to build her one page she can check each morning. The product page shows a daily dashboard called Marlo Pulse covering revenue, cash, subscriptions, customers and team, refreshed at 5:30 AM. She reviews it with her coffee instead of opening five tools. It counts toward usage limits like other background work.
Claude product page: Claude Duet, Marlo Pulse daily dashboard (docs) · 6 November 2026Source
Claude DuetFor: Founders on Pro, Max or Ultra in the US
Get the fundraising data room started while you prep the pitch
A founder asks Duet to begin assembling the fundraising data room and to revise the deck after her meeting prep. The product page lists this among its sample scenarios, with documents and decks arriving for her review. Big jobs like these draw more on her plan's usage limits.
Claude product page: Claude Duet sample scenario, fundraising data room (docs) · 6 November 2026Source
Claude DuetFor: Online sellers handling support
Let Duet draft the refund and the apology, then you hit send
An online seller has three unhappy customers and asks Duet to draft the refunds and replies. The product page lists drafting refunds, invoices and reminders for review as a scenario. Because Duet asks before sending messages or paying, nothing goes out until he reads each card.
Claude product page: Claude Duet, drafting refunds and invoices for review (docs) · 6 November 2026Source
Claude DuetFor: US subscribers using both Claude and Duet
Keep your bank questions in Claude, not in Duet
A user excited about Personal Finance in Claude wonders whether Duet can budget for her too. The Help Center says Personal Finance is not available in Duet, and the Duet page repeats that. So she asks money questions in a regular Claude chat and keeps Duet on work tasks.
Claude Help Center docs: Get started with Claude Duet, limitations · 6 November 2026Source
Claude DuetFor: Duet users with private health or money tasks
Tell Duet outright when it may use health or money details
A user asks Duet to plan a week around a doctor's appointment and wonders what it will pull from his accounts. Anthropic's announcement says health and personal finance information is shared only when you explicitly instruct it. So he spells out what Duet may include in the plan and leaves the rest alone.
Anthropic: Introducing Claude Duet, health and personal finance sharing · 21 October 2026Source
Claude DuetFor: Busy professionals on Pro, Max or Ultra
Close the laptop and let Duet finish on its own machine
A consultant hands Duet a long research task before boarding a train. Duet runs on its own virtual machine with a browser, so his laptop and phone do not need to stay on. It notifies him when the work is done or needs review.
Anthropic: Introducing Claude Duet, background work on its own virtual machine · 21 October 2026Source
Claude DuetFor: Team leads with niche tools
Look in the Claude Marketplace before deciding Duet cannot reach a tool
A team lead assumes Duet cannot touch their niche scheduling app. The announcement says Duet can reach more than 6,000 connectors and plugins in the Claude Marketplace, so she searches there first. If nothing fits, Duet's cloud browser can handle sites without a connector.
Anthropic: Introducing Claude Duet, connectors and plugins in the Claude Marketplace · 21 October 2026Source
5 November 2026 (20 ideas)
Claude
ClaudeFor: Security leads at enterprise Claude customers
Test the running app for exploitable bugs, not just the code
Your team ships a small web app and wants proof that a flaw can really be exploited, not another list of maybes. Chainguard Harness, listed on the new Claude Marketplace, builds the app from source in an isolated microVM and tests the live app for exploitable vulnerabilities. For issues it can reproduce, it offers custom fixes. Eligible enterprise customers can put part of their committed Anthropic spend toward it.
Claude blog: Claude Marketplace, Chainguard Harness · 4 November 2026Source
ClaudeFor: AppSec teams about to ship
Decide which code vulnerabilities to fix before the release
Release day is close and the scanner has dumped a long list on your desk. Checkmarx One pairs rules-based analysis with AI reasoning to find code vulnerabilities and help your team prioritize the fixes before shipping. It sits among the 25 plus partner products on Claude Marketplace for eligible enterprise customers.
Claude blog: Claude Marketplace, Checkmarx One · 4 November 2026Source
ClaudeFor: Security and compliance admins
See what your Claude deployments can touch before they run
A security admin suspects nobody has a full list of where Claude is used across the company. Cyera Agent Guardian inventories Claude deployments, governs permissions before Claude runs, and enforces policy on prompts, files and tool calls. Teams can also test those controls through red teaming.
Claude blog: Claude Marketplace, Cyera Agent Guardian · 4 November 2026Source
ClaudeFor: Security engineers on GitHub or Azure DevOps
Find the multi step attack path hiding in your repos
A single weak spot is easy to fix, but attackers chain several together. Rubrik Code Guardian uses Anthropic models to review a secure copy of your GitHub or Azure DevOps repositories for multi step attack paths. It ranks issues by severity and turns confirmed critical ones into tracked tickets.
Claude blog: Claude Marketplace, Rubrik Code Guardian · 4 November 2026Source
ClaudeFor: Teams running agents in production
Trace where your agent wastes time and money
Your support agent feels slow and pricey, but you cannot tell which tool call is to blame. Datadog Agent Observability traces agent execution through tools and services, surfaces production patterns and recommends fixes to improve agent quality, performance and cost. It is one of the infrastructure products listed on Claude Marketplace.
Claude blog: Claude Marketplace, Datadog Agent Observability · 4 November 2026Source
ClaudeFor: Web teams at enterprise companies
Give every change its own preview link for review
A designer wants to see a landing page tweak before it goes live, without asking an engineer to deploy it. Netlify Enterprise, now on Claude Marketplace, deploys apps, sites and agents to a global edge network with preview URLs on every change. It includes SSO, role based access and audit logs.
Claude blog: Claude Marketplace, Netlify Enterprise · 4 November 2026Source
ClaudeFor: Marketing teams with raw footage
Trim the product demo by describing the cut
Marketing has raw footage from a launch and nobody to open an editing suite. Runway, listed on Claude Marketplace, generates and edits video, images and audio, and lets teams edit footage with natural language. Describe the change you want and review the result.
Claude blog: Claude Marketplace, Runway · 4 November 2026Source
ClaudeFor: Project managers using Asana
Hand routine project work to an Asana AI Teammate with its own limits
A project manager wants help with status chasing but does not want a mystery bot roaming the workspace. Asana AI Teammates are prebuilt agents that use Asana Work Graph context, each with its own identity, scoped permissions and audit trail. They route judgment calls to the owner, so the human still decides.
Claude blog: Claude Marketplace, Asana AI Teammates · 4 November 2026Source
ClaudeFor: Anyone who misses a lot of meetings
Ask Claude what was decided in last week's meetings
You missed the Thursday planning call and the summary is buried somewhere. Zoom Agentic Search answers questions inside Claude using meeting summaries, work conversations, documents and connected third party sources. Results are permission aware, so you only see what you are allowed to.
Claude blog: Claude Marketplace, Zoom Agentic Search · 4 November 2026Source
ClaudeFor: Marketing and brand teams
Let the team update the website without breaking brand rules
The marketing team wants to ship site changes fast while the brand team wants control. Webflow, listed on Claude Marketplace, offers built in tools to build, manage and optimize websites, with controls and governance built in. Pair it with Claude and keep guardrails in place.
Claude blog: Claude Marketplace, Webflow · 4 November 2026Source
Claude Code
Claude CodeFor: Developers sketching ideas in cloud sessions
Start a cloud session when there is no repository yet
You have an idea for a quick script and no repo to point at. In version 2.1.318, a cloud session on an Anthropic hosted environment can start without picking a repository, thanks to the new No repository option. Open the session and get thinking straight away.
Claude Code changelog 2.1.318: No repository option for cloud sessions · 4 November 2026Source
Claude CodeFor: Developers running browser tests in cloud sessions
Let any browser tool find Chromium in a cloud session
Your test runner expects google-chrome and ignores Playwright. Version 2.1.318 adds the usual Chrome names to cloud sessions, so tools other than Playwright can find the built in Chromium through google-chrome and CHROME_PATH. You stop writing a custom path workaround.
Claude Code changelog 2.1.318: Chrome names in cloud sessions · 4 November 2026Source
Claude CodeFor: Developers writing Claude Code mods
Run a quick side job at low effort from your mod
You wrote a mod that asks Claude for a short label while the main session works hard. Version 2.1.318 adds an effort option to a mod's $.model.fork, so the side job can run at low whatever effort the session uses. The result reports the effort that was sent.
Claude Code changelog 2.1.318: effort option for mod model fork · 4 November 2026Source
Claude CodeFor: Developers automating Claude Code with a claude.ai login
Check when your claude.ai sign-in runs out
A scheduled script fails on a Monday morning because the stored login quietly lapsed. As of 2.1.318, claude auth status shows the date a stored claude.ai sign-in ends as loginExpiresAt, and claude -p JSON results carry credential_expires_at. Add the date to your dashboard and renew early.
Claude Code changelog 2.1.318: loginExpiresAt in auth status · 4 November 2026Source
Claude CodeFor: People running claude -p in cron jobs
Get a nudge ten days before a headless login expires
Your nightly claude -p job has run for weeks without anyone looking at it. Version 2.1.318 prints a one line stderr warning in claude -p text output, starting 10 days before a stored claude.ai sign-in ends. Spot it in the logs and sign in again before anything breaks.
Claude Code changelog 2.1.318: sign-in expiry warning in claude -p · 4 November 2026Source
Claude CodeFor: Platform admins running the Claude apps gateway on AWS
Charge each developer's usage to the right AWS account
A platform team wants Claude traffic attributed per developer, and the models live in a different AWS account. Version 2.1.318 adds assume_role on mantle upstreams of the Claude apps gateway, for a role in another AWS account and for per developer AWS cost attribution. Set it once and the bills line up.
Claude Code changelog 2.1.318: assume_role on gateway mantle upstreams · 4 November 2026Source
Claude CodeFor: Admins operating self hosted runners
Know why your self hosted runner was started
Your orchestrator spawns runners, and sometimes you cannot tell whether a new one is fresh or a replacement. Version 2.1.318 adds CLAUDE_RUNNER_SPAWN_REASON to the spawn hook environment, with reasons such as runner_lost or resumed. It stays unset when no request was sent.
Claude Code changelog 2.1.318: CLAUDE_RUNNER_SPAWN_REASON · 4 November 2026Source
Claude CodeFor: Developers who let Claude write mods
Keep a record of agreeing to a session's mods
Claude Code asks whether to turn on the mods it writes in a session, and later nobody remembers what was decided. Version 2.1.318 adds a record of your answer to that question. Check it when you wonder why a helper is running.
Claude Code changelog 2.1.318: record of mod opt-in answer · 4 November 2026Source
Claude CodeFor: Developers running subagents in auto mode
See when auto mode has no answer for a subagent
A subagent's tool call stalls and the main view shows nothing. Version 2.1.317 adds a notice when auto mode's check has no answer for a subagent's tool call. Read it and decide what to approve.
Claude Code changelog 2.1.317: notice for subagent auto mode check · 3 November 2026Source
Claude CodeFor: Employees using Claude Desktop's Code tab
Know when your org settings reached the Code tab
You open Claude Desktop's Code tab and wonder if your company's rules are in force. Version 2.1.317 shows a notice when your organization's remote managed settings have not loaded for the session, and another once they do. Wait for the second one before starting sensitive work.
Claude Code changelog 2.1.317: remote managed settings notices · 3 November 2026Source
4 November 2026 (20 ideas)
Claude
ClaudeFor: Lawyers and legal ops running many matters at once
Turn a pile of engagement letters into a board of open matters
A solo practitioner drops in engagement letters, a few client emails and a messy tracking spreadsheet. The Matter board artifact in Claude's legal gallery turns them into one board of open matters, so Monday starts with a clear list instead of a hunt through folders. It is a Claude Enterprise feature, so ask your admin or Anthropic's sales team about rollout.
Claude blog: artifacts for legal work, Matter board · 28 October 2026Source
ClaudeFor: In-house legal teams reviewing contracts
Catch the contract clauses that stray from your standard terms
In-house counsel gets a vendor contract back with half the paragraphs reworded. The Playbook deviation board artifact flags clauses that differ from the company's standard terms and routes exceptions for approval, so the real changes stand out from the cosmetic ones. It sits in the legal gallery for Claude Enterprise teams.
Claude blog: artifacts for legal work, Playbook deviation board · 28 October 2026Source
ClaudeFor: Deal lawyers and contract managers
Track what each side still owes after a deal closes
After closing, the deadlines live in a dozen emails and nobody remembers who owes what. The Obligations Checker artifact, built by Foley and Lardner and listed in the legal gallery, tracks both parties' obligations before and after closing. Open it from the gallery and keep one shared list instead of rereading the agreement every month.
Claude blog: artifacts for legal work, Obligations Checker · 28 October 2026Source
ClaudeFor: Compliance and legal teams at larger companies
Get an audit ready first draft of a subpoena response
A compliance lead receives a subpoena and has a day to see what a response could look like. The Subpoena Response Tool artifact, built by PwC for the legal gallery, generates audit ready first drafts of subpoena responses. A lawyer still reviews and edits every line, but nobody starts from a blank page.
Claude blog: artifacts for legal work, Subpoena Response Tool · 28 October 2026Source
ClaudeFor: Grant writers and nonprofit directors
Find out in minutes whether your nonprofit qualifies for the grant
A small nonprofit gets a 40 page RFP and needs to know if it is even eligible before anyone spends a weekend on it. The Claude for Nonprofits plugin includes RFP eligibility breakdowns, plus cited funder research and proposal drafting. Nonprofits on Team and Enterprise plans get the plugin installed automatically at no extra cost.
Claude blog: expanding Claude for nonprofits, RFP eligibility · 26 October 2026Source
ClaudeFor: Nonprofit managers hiring for the first time
Build the whole hiring kit for your next program hire
A two person nonprofit team has to hire, and nobody has done it in years. With the Claude for Nonprofits plugin, Claude can write the job post, the interview guide, a scoring rubric and a 90 day onboarding plan, and answer questions from your handbook. You edit the draft instead of inventing the process.
Claude blog: expanding Claude for nonprofits, hiring support · 26 October 2026Source
ClaudeFor: Development and fundraising staff
Walk into the funder call with a one page brief
The fundraising lead has a call with a long time funder in an hour. The nonprofits plugin helps with donor relationship support, including funder call briefs, follow ups and stewardship plans. Ask for the brief, skim it on the way in, then ask for the thank you note afterward. Available on Team and Enterprise nonprofit plans.
Claude blog: expanding Claude for nonprofits, donor relationship support · 26 October 2026Source
ClaudeFor: Financial advisors and their assistants
Prep for the client review before the coffee cools
An advisor has six client meetings tomorrow and ten minutes for each. The Claude for Financial Advisors plugin has a pre meeting prep skill, and you choose which connected systems, such as Wealthbox or Addepar, it reads from. Advisors approve critical actions, and Anthropic recommends Enterprise plans for firms that need audit logs.
Claude blog: Claude for financial advisors, pre-meeting prep · 27 October 2026Source
ClaudeFor: Compliance officers at advisory firms
Screen the client newsletter against the SEC Marketing Rule
Before the quarterly letter goes out, a compliance officer wants a second pair of eyes on the wording. The compliance skill in the financial advisors plugin screens client facing language against the SEC Marketing Rule and flags possible issues. It does not make the compliance call, so a person still decides what to change.
Claude blog: Claude for financial advisors, compliance skill · 27 October 2026Source
ClaudeFor: Advisors and portfolio managers
Review a portfolio rebalance before you place a single trade
An advisor wants a sanity check on proposed changes across a client's accounts. The portfolio rebalance review skill in the Claude for Financial Advisors plugin looks at the proposal and drafts the notes. Investment recommendations and client messages still need human review and approval, and CRM updates are staged for you to approve.
Claude blog: Claude for financial advisors, portfolio rebalance review · 27 October 2026Source
Claude Code
Claude CodeFor: Developers scheduling Claude Code in the cloud
Notice when a new cloud task quietly picks up connectors
You set up a cloud scheduled task on Friday afternoon and forget what it can reach. As of version 2.1.317, /schedule warns you when a new cloud scheduled task gets connectors you didn't ask for and explains how to remove them. Read the warning before you save, and the task only touches what you meant.
Claude Code changelog 2.1.317: /schedule connector warning · 3 November 2026Source
Claude CodeFor: Privacy minded developers
Get asked before your email address leaves the machine
Claude Code is fetching a page or running a shell command, and the request would carry your account email address. Version 2.1.317 adds a check that asks before a web or shell tool call sends that address to the network. A quick no keeps your address out of logs you do not control.
Claude Code changelog 2.1.317: email address check · 3 November 2026Source
Claude CodeFor: Developers running background agents
Redirect a background agent without waiting on it
You started a long refactor in a background agent, and halfway through you remember a constraint. In version 2.1.317, SendMessage delivers messages to a running background agent sooner, by moving its running command to the background without stopping it. Send the correction and the work carries on with it.
Claude Code changelog 2.1.317: faster SendMessage to background agents · 3 November 2026Source
Claude CodeFor: Developers mixing models across subagents
Let a cheaper subagent keep its own effort level
Your main session runs at high effort, but a reviewer subagent on a different model should not inherit it. From 2.1.317, subagents and teammates on a different model use that model's saved or default effort level, not the session's. You stop paying for effort the smaller model does not need.
Claude Code changelog 2.1.317: subagent effort follows its model · 3 November 2026Source
Claude CodeFor: Platform and DevOps engineers
Split Claude Code telemetry by plan and seat type
A platform engineer wants to see whether usage comes from Team seats or API accounts. Version 2.1.317 adds anthropic.plan, anthropic.seat_type, anthropic.provider and anthropic.custom_base_url to OpenTelemetry metrics, events and spans. Group your dashboards by those fields and the answer is one chart away.
Claude Code changelog 2.1.317: OTel plan and seat attributes · 3 November 2026Source
Claude CodeFor: Admins running the Claude apps gateway
Pull a cost report from the Claude apps gateway
A finance partner asks what Claude Code cost last month and who used it. Version 2.1.317 adds a cost report on the Claude apps gateway admin API, GET /v1/organizations/analytics/cost, grouped by total, developer, day or IdP group. Send them one query instead of a spreadsheet hunt.
Claude Code changelog 2.1.317: gateway cost report API · 3 November 2026Source
Claude CodeFor: Developers building on the Agent SDK
Make a failed hook callback stop the agent action
You built an Agent SDK app with a hook callback that checks every file change. Version 2.1.317 adds onFailure: block for Agent SDK hook callbacks, so if the callback itself fails, the action is blocked rather than allowed. A broken checker can no longer let something slip through.
Claude Code changelog 2.1.317: onFailure block for SDK hook callbacks · 3 November 2026Source
Claude CodeFor: Anyone editing files by hand mid session
Reread a file and actually get the contents back
You ask Claude to look at a config file again after an edit by hand. In 2.1.317 the Read tool no longer returns the 'file unchanged since your last Read' stub, and rereading returns the content. That means fewer confusing turns where Claude is working from an old copy.
Claude Code changelog 2.1.317: Read tool rereads return content · 3 November 2026Source
Claude CodeFor: Developers on Bedrock, Vertex or Foundry
Use the Monitor tool when you run on Bedrock or Vertex
Your company routes Claude Code through Amazon Bedrock, and you want to watch a long test run without a sleep loop. Since 2.1.310, the Monitor tool and plugin monitors work on Bedrock, Vertex and Foundry, and when telemetry or nonessential traffic is disabled. Long foreground sleeps are blocked there too, so Monitor is the right tool.
Claude Code changelog 2.1.310: Monitor on Bedrock, Vertex and Foundry · 23 October 2026Source
Claude Duet
Claude DuetFor: Duet testers who rely on a password manager
Hold off on handing Duet your saved 1Password logins
You would love Duet to sign into a portal using your password manager. Anthropic's Duet announcement lists signing in with saved 1Password logins, with your permission, as coming soon, so it is not there yet. For now keep those steps for yourself, and remember Duet never directly sees your passwords or sign in tokens. Duet is a US research preview for Pro, Max and Ultra with a waitlist.
Anthropic: Introducing Claude Duet, coming soon 1Password sign-in · 21 October 2026Source
3 November 2026 (40 ideas)
Claude
ClaudeFor: Developers building long-running or computer use agents
Stop resending the whole chat history to your long running agent
You built an agent on the Messages API and every tool result makes each request heavier. Add the thread parameter: the first request sends the full conversation, and every later one carries just the new messages plus the previous response's ID. Anthropic says token usage stays the same, only the payload shrinks, and a thread expires 5 minutes after its last request. It is in public beta.
Claude blog: message threads in the Messages API (public beta) · 2 November 2026Source
ClaudeFor: Analysts and ops leads with a connected data source
Ask a plain question and get a dashboard with the query showing
Say you want to know which accounts slipped this quarter. Ask Claude for a dashboard, name the table or app to use, and it writes a SQL query for each chart against your warehouse or a connected app like Salesforce. You can open any chart to see what it counts. It is a beta on paid plans and on Enterprise an owner has to switch it on first.
Claude Help Center docs: get started with Claude Dashboards (beta) · 3 November 2026Source
ClaudeFor: Anyone inheriting a messy shared spreadsheet
Have Claude explain and fix the formula you inherited in Google Sheets
You open a budget sheet someone else built and one formula makes no sense. Open Claude from Extensions in Sheets and ask it to explain the formula, then fix it. It works on the open Google-native file, and by default it shows planned changes for your approval first. It is a beta, and Firefox is not supported.
Claude Help Center docs: Claude sidebar in Google Sheets (beta) · 3 November 2026Source
ClaudeFor: Teams who live in Google Slides and hate blank decks
Turn your rough notes into slides inside Google Slides
You have a page of bullet notes and a meeting in an hour. Open the Claude sidebar in Slides and ask it to draft slides from the notes, then make the titles consistent and add a chart that matches the deck's colors. The chart comes in as a static image, so it will not refresh later.
Claude Help Center docs: Claude sidebar in Google Slides (beta) · 3 November 2026Source
ClaudeFor: Researchers and lab analysts doing data heavy work
Describe the analysis in plain words and let Claude Science run it
A researcher has a folder of data and a clear question but no time to script it. In the Claude Science desktop app she describes the task, and Claude writes and runs code in a sandbox, pulls from scientific databases through connectors, and saves results as versioned artifacts with a provenance record. It runs on macOS, Windows 11 and Linux, is a beta, and Team and Enterprise owners must turn it on.
Claude Help Center docs: get started with Claude Science (beta) · 3 November 2026Source
ClaudeFor: Anyone juggling several Claude add-ons
Find every skill, connector and plugin on the one Plugins page
You lose track of which skill or connector you added months ago. The sidebar item is now Plugins, one page with quick filters for skills or connectors, and your organization's plugins sit under Your plugins. Rollout began October 29 for Free, Pro, Max, Ultra and Team, with general availability on November 9, and Enterprise follows on November 30.
Claude Help Center docs: one Plugins page for plugins, skills, connectors · 3 November 2026Source
ClaudeFor: Buyers and founders comparing options before a decision
Switch on Research for the question that needs more than one search
Before choosing a supplier, you click the plus button in the chat and pick Research. Claude runs several searches that build on each other and can use connected tools like Gmail or Docs. It is for paid plans, uses limits faster than a normal chat, and on mobile it skips connectors.
Claude Help Center docs: use Research on Claude · 3 November 2026Source
ClaudeFor: Writers and ops folks who draft in Claude Docs all day
Run a whole Claude Doc from the keyboard
You are drafting a handbook and your hands never leave the keys. Press Cmd+/ (Ctrl+/) to see the shortcut list, use the slash key for the block menu, and Cmd+Option+M to comment on a selection. Docs are on for all plans except Enterprise, where they switched on by default on October 15, 2026.
Claude Help Center docs: Claude Docs keyboard shortcuts · 3 November 2026Source
ClaudeFor: Marketers and founders without a designer on call
Send a Claude Design one pager out as a PDF or Google Slides
You mock up a one pager in Claude Design by chatting with it, then need it in someone's inbox. Export it as PDF, PPTX, Google Slides or standalone HTML, or hand it off to Claude Code. It draws from your normal Claude usage, and the standalone claude.ai/design closes December 14, 2026.
Claude Help Center docs: get started with Claude Design exports · 3 November 2026Source
ClaudeFor: Freelancers and small teams sharing work with clients
Invite one client to your artifact by email as a commenter
You built a project page in an artifact and only one client should see it. Use invite by email on a paid plan and pick Commenter, so they can read and leave comments but not edit. They must sign in with the invited address, pending invitations expire after 30 days, and outside invitees are capped at 50.
Claude Help Center docs: share artifacts by email invite (beta) · 3 November 2026Source
OpenAI Codex
OpenAI CodexFor: Developers who repeat the same Codex CLI prompts daily
Park your five favourite prompts in numbered /presets slots
You keep typing the same release-notes prompt and the same 'explain this stack trace' slash command in Codex CLI. Save each one into one of the ten numbered /presets slots and open the keyboard menu to fire it. The ritual shrinks to a couple of keypresses.
OpenAI CodexFor: Codex CLI users who tune settings per task
Switch model and permissions in one line with inline arguments
Midway through a session you want a faster model and tighter permissions without clicking through menus. Type /model and /permissions with the arguments inline, and you can set model, reasoning effort, speed and permission profile right there. It is a small change that keeps you in flow.
OpenAI Codex CLI 0.164.0 release notes: inline /model and /permissions · 23 October 2026Source
OpenAI CodexFor: CLI users on Kitty or Sixel capable terminals
Check a generated image in the fullscreen transcript
You asked Codex to make or inspect an image and used to have to open it in another app. If your terminal supports Kitty or Sixel graphics, the viewed and generated images can now preview in the fullscreen transcript. You judge the result without leaving the terminal.
OpenAI Codex CLI 0.164.0 release notes: Kitty and Sixel image previews · 23 October 2026Source
OpenAI CodexFor: Enterprise developers wiring Codex to internal MCP servers
Connect enterprise MCP servers with your existing Codex account grant
Your company runs an MCP server and you dread another round of token juggling. Codex can now authenticate enterprise MCP connections using eligible Codex account grants or a dedicated sign-in, and it covers OAuth clients that require secrets. Setup becomes a sign-in, not a ticket.
OpenAI CodexFor: Developers running Codex against remote shells
Let Codex run remote commands with credentials masked
You want Codex to work on a remote box, but you do not love secrets showing up in command output. This release masks credentials during supported remote Bash commands and Zsh snapshot sessions, including credentials from custom providers. Read the notes first to check your setup is a supported one.
OpenAI Codex CLI 0.164.0 release notes: credential masking in remote Bash · 23 October 2026Source
OpenAI CodexFor: Codex CLI users customising their setup
Search /config instead of hunting through settings
You know there is a Codex setting for something, but not which category holds it. Open /config and search preferences across all categories, change supported settings immediately, and see which changes need a restart. No more guessing and rereading docs.
OpenAI CodexFor: Anyone watching Codex work and wanting to correct course
Steer Codex mid answer with a follow-up message
Codex is halfway through an answer and you spot it heading the wrong way. Send a follow-up while it is still responding and it steers immediately. Interrupting a turn also stops active Code Mode cells and their nested tool calls, so nothing keeps running behind your back.
OpenAI Codex CLI 0.163.0 release notes: steer with a follow-up · 15 October 2026Source
OpenAI CodexFor: Terminal power users with crowded keybindings
Set a leader key in /keymap and stop fighting shortcuts
Your terminal or tmux already owns half the obvious shortcuts. In /keymap you can configure a leader key (default Ctrl+X), hints stay open until dismissed, and voice mute moves to F9. Tailor Codex to your muscle memory instead of the other way around.
OpenAI CodexFor: Codex users running long background work
Restart the managed background server from /daemon without surprises
The background server feels stuck, and you worry a restart will kill something important. /daemon lets you restart a managed background server, warns about work the restart could interrupt, then reconnects automatically. You fix the problem with eyes open.
OpenAI Codex CLI 0.163.0 release notes: restart from /daemon · 15 October 2026Source
OpenAI CodexFor: People who juggle several Codex threads
Hop back to your side question with /side
You asked a quick side question, switched threads, and lost it. Use /side to return to an existing side conversation after switching threads, and answers to pending prompts now go back to the thread that asked. Tangents stop derailing the main job.
OpenAI Codex CLI 0.163.0 release notes: /side returns to side conversations · 15 October 2026Source
Google Gemini
Google GeminiFor: Gemini CLI users with custom keybindings
Bind several keys to one Gemini CLI action
You have a laptop keyboard and an external one, and want the same action on different keys. Gemini CLI v0.66.0 supports a keys array in keybindings.json for custom keybindings. List every shortcut you want in one entry.
Google Gemini CLI v0.66.0 release notes: keys array in keybindings.json · 27 October 2026Source
Google GeminiFor: Teams connecting Gemini CLI to internal MCP servers
Reach an MCP server on a private network with OAuth
Your team's MCP server sits on a private network, so the OAuth flow could not reach it. Gemini CLI v0.66.0 adds opt-in support for private network endpoints during MCP OAuth flows. Switch it on only for servers you trust.
Google Gemini CLI v0.66.0 release notes: private network endpoints for MCP OAuth · 27 October 2026Source
Google GeminiFor: Developers who keep secrets out of settings files
Keep API keys in .env and reference them from settings
You would rather not hardcode keys in your Gemini CLI settings file. Version 0.66.0 resolves settings placeholders after loading .env files, so the settings can point at values kept in .env. Safer config, same setup.
Google Gemini CLI v0.66.0 release notes: settings placeholders resolved after .env · 27 October 2026Source
Google GeminiFor: Gemini CLI users who run git through the agent
Run git inside Gemini CLI without hung prompts or lost config
Gemini CLI kicked off a git command and hung on an invisible SSH prompt, or ignored your usual git setup. Version 0.66.0 preserves your user-level ~/.gitconfig in shell and git environments and suppresses interactive SSH and credential prompts to prevent hangs. Git behaves as it does in your own terminal.
Google Gemini CLI v0.66.0 release notes: git and shell environment fixes · 27 October 2026Source
Google GeminiFor: Gemini CLI users on busy terminals
Stop terminal flicker in Gemini CLI
Long tool output made the Gemini CLI screen flicker and the border bleed into scrollable areas. Version 0.66.0 adds synchronized terminal output, isolates spinner rendering and preserves scrollback buffers. Long runs become easier on the eyes.
Google Gemini CLI v0.66.0 release notes: synchronized output and scrollback · 27 October 2026Source
Claude Code
Claude CodeFor: Teams guarding commands with Claude Code hooks
Write one hook rule that covers Monitor's tail commands
You already block or allow Bash(tail *) in a hook and assumed Monitor was covered. As of 2.1.314, hook if conditions such as Monitor(tail *) match the Monitor tool's shell commands the same way. One pattern style now covers both.
Claude Code changelog 2.1.314: hook if conditions for Monitor · 30 October 2026Source
Claude CodeFor: Developers configuring Claude Code cloud environments
Load a cloud environment's setup script from a file
Pasting a long setup script into a cloud environment form is a recipe for typos. A Choose file button now loads the script from a file instead. Keep it in version control and upload it.
Claude Code changelog 2.1.310: Choose file for setup scripts · 23 October 2026Source
Claude CodeFor: Anyone relying on /rewind as a safety net
Remember /rewind will not undo sed -i
You let Claude run sed -i across a few files, then asked /rewind to undo it. Since 2.1.309, sed -i goes through the standard Bash prompt and, like other Bash edits, /rewind no longer restores it. Commit first so you have a real undo.
Claude Code changelog 2.1.309: sed -i and /rewind · 22 October 2026Source
Claude CodeFor: People who keep running out of context
Send paths instead of contents when you @ mention files
You @ mention a giant generated file just to point at it, and its contents flood the context. Set CLAUDE_CODE_DISABLE_FILE_MENTIONS and Claude gets the path to read with its file tools instead. Context stays lean.
Claude Code changelog 2.1.299: CLAUDE_CODE_DISABLE_FILE_MENTIONS · 14 October 2026Source
Claude CodeFor: People who multitask while Claude runs
See Claude's status in your terminal via OSC 7501
You alt-tab away while Claude works and keep checking back. Terminals that implement Program Status Protocol (OSC 7501) can now show whether Claude Code is working, waiting on you, or done. Check your terminal supports it.
Claude Code changelog 2.1.295: OSC 7501 status support · 8 October 2026Source
Claude CodeFor: Developers analysing long logs or exports
Let Claude read a big text file in one go
Claude kept reading a long log in slices and lost the thread. The Read tool now has an allow_large option so Claude can read a text file past the usual size limits in one call when it needs the whole file and the context has room. Ask for it when the whole file matters.
Claude Code changelog 2.1.296: allow_large option for Read · 9 October 2026Source
Claude CodeFor: Authors of custom subagents
Make a chatty subagent compact its context earlier
One research subagent bloats on long output. Add autoCompactWindow to its frontmatter, or to a --agents definition, so it auto-compacts earlier than the main conversation's window. Heavy helpers stay light.
Claude Code changelog 2.1.296: autoCompactWindow for subagents · 9 October 2026Source
Claude CodeFor: Teams using Claude Code workflows
Run every workflow agent on one model
A workflow spawns many agents, and you want them all on a model of your choosing while other subagents keep theirs. Set CLAUDE_CODE_WORKFLOW_SUBAGENT_MODEL. Costs and behaviour become predictable.
Claude Code changelog 2.1.296: CLAUDE_CODE_WORKFLOW_SUBAGENT_MODEL · 9 October 2026Source
Claude CodeFor: People running Claude Code unattended
Cap how long unattended retries wait on overloaded errors
Your overnight run uses CLAUDE_CODE_RETRY_WATCHDOG to wait out 429 and 529 errors, but you do not want it waiting forever. Set CLAUDE_CODE_RETRY_WATCHDOG_MAX_WAIT_MS to limit the wait. Then it gives up when you say so.
Claude Code changelog 2.1.295: CLAUDE_CODE_RETRY_WATCHDOG_MAX_WAIT_MS · 8 October 2026Source
Claude CodeFor: Developers watching token spend
Use the new default Haiku 5.5 for cheap bulk tasks
For a repetitive job like tagging hundreds of files, pick Haiku. Claude Code 2.1.293 added Claude Haiku 5.5 (claude-haiku-5-5) as the default Haiku on the Anthropic API, with 1M context and $0.10/$0.50 per Mtok ($0.50/$2.50 for prompts over 100K). Mind the long-prompt rate.
Claude Code changelog 2.1.293: Claude Haiku 5.5 default · 7 October 2026Source
Claude Duet
Claude DuetFor: Small shop owner drowning in support email
Let Duet take a first pass at customer support
Anthropic lists customer support and marketing among the small business jobs Duet can take on. A shop owner who dreads the support inbox can hand it over by message and see what comes back before anything goes out. Duet is a research preview for US Pro, Max and Ultra subscribers on a waitlist.
Anthropic Claude Duet: features and use cases · 21 October 2026Source
Claude DuetFor: Busy founder or manager who starts the day in email
Approve the replies Duet drafted while you made coffee
Duet flags what needs you in your inbox and calendar and drafts replies for you to approve. So the morning becomes a quick yes, tweak or no on a few drafts instead of an hour of typing. It is a waitlist research preview for US Pro, Max and Ultra plans.
Anthropic Claude Duet: features and use cases · 21 October 2026Source
Claude DuetFor: Anyone comparing options before a purchase or pitch
Ask for a research brief and pick it up in the Make tab
Bigger jobs come back from Duet as editable files in the Make tab, and research briefs are one of the examples. Say you are weighing three suppliers: send a message, go about your day, then open the brief and edit it yourself. Needs a US Pro, Max or Ultra plan and a waitlist invite.
Anthropic Claude Help Center docs: Get started with Claude Duet · 3 November 2026Source
Claude DuetFor: Anyone who loses time on scheduling back and forth
Ask Duet to set up the meeting on Google Calendar
Google Calendar is one of the connectors listed for Duet, and Anthropic says a message can get it to set up a meeting. Tell it who you need to meet and about what, then check the result like you would a colleague's work. It is a research preview for US Pro, Max and Ultra subscribers.
Anthropic Claude Help Center docs: Get started with Claude Duet · 3 November 2026Source
Claude DuetFor: Professional juggling several small errands a day
Stop pinging for status and let Duet update you
Duet sends progress updates through the day, so you do not have to open the app to see whether the vendor email went out. Give it a few errands before a long meeting and read the updates after. It shares your plan's usage limits, so busy days cost more.
Anthropic Claude Help Center docs: Get started with Claude Duet · 3 November 2026Source
2 November 2026 (38 ideas)
Claude
ClaudeFor: Security lead on a Claude Enterprise plan
Tell Claude Security what actually matters in your app before it scans
Our payments repo kept getting flagged for things we did not care about. Each Claude Security project keeps a threat model that Claude uses to decide what to flag and how to rate it, and your team can edit and correct it, so I wrote down what we protect and what we trust. It is in public beta for Enterprise plans and needs a premium seat per user plus usage credits turned on.
Claude help centre: Claude Security per-project threat model (docs) · 2 November 2026Source
ClaudeFor: Engineering manager on a Claude Enterprise plan
Push Claude Security findings into the tracker your team already watches
Nobody on my team wanted another dashboard to check. Claude Security findings can be read and resolved through its API or its MCP connector, and webhooks cover new findings, so I wired them to the place where engineers already triage work. You can share each project with a Full, Triage or View role, and it is in public beta for Enterprise plans.
Claude help centre: Claude Security export via API, webhooks and MCP (docs) · 2 November 2026Source
ClaudeFor: Small business owner or marketer using Claude Desktop
Send a Claude Doc straight to Canva for the pretty version
I drafted a one-page newsletter as a Claude Doc and then needed it to look designed. The Share menu in Claude Docs now has Send to options for partner apps such as Canva, so I handed it over without copying and pasting. It came in Claude Desktop 4.4212.0.
Claude Desktop changelog: Send to partner apps from Claude Docs · 29 October 2026Source
ClaudeFor: Power user setting up a new computer
Bring your skills and local MCP servers over from another setup
I had a handful of skills and a local MCP server on another install and dreaded rebuilding them. Settings > Import in Claude Desktop can bring over skills and local MCP servers, so I was up and running in minutes. Added in Desktop 2.31226.0.
Claude Desktop changelog: Settings > Import for skills and local MCP servers · 8 October 2026Source
ClaudeFor: Laptop user with a nearly full disk
Clear out Claude Desktop's disk hog before your laptop complains
My laptop was nearly full and I had no idea Claude was part of it. Claude Desktop now has Storage in Settings, which shows the disk space Claude uses and lets you free it up by removing inactive Cowork tasks and Code sessions. A low disk space warning opens it, and so does typing /storage in Cowork and Code.
Claude Desktop changelog: storage management and low-disk warning · 22 October 2026Source
ClaudeFor: Web developer testing a local site with Claude Desktop
Allow one local dev site in Claude's built-in browser and keep the rest blocked
I wanted Claude to look at a page on my own machine without waving through everything. The built-in browser in Claude Desktop has a per-site Local network access setting, and it asks the first time a site tries to reach an app on your computer or a device on your network. Part of Desktop 4.4212.0.
Claude Desktop changelog: per-site Local network access in built-in browser · 29 October 2026Source
ClaudeFor: IT admin on Claude Enterprise
Decide which internet addresses Claude's cloud sandbox may reach
Our security team was nervous about an agent with open internet. In the unified Claude experience for Enterprise, the Allow network egress setting can be off, package managers only, a custom list of domains, or all domains, and it is off by default for Enterprise. I allowed only our package registries and one internal domain. Organizations on zero data retention are not yet in the unified experience.
Claude help centre: unified Claude sandbox network egress setting (docs) · 2 November 2026Source
ClaudeFor: Writer or analyst juggling two chats on Claude Desktop
Pop a chat into its own window and keep working beside it
I was copying numbers from one chat into another and kept losing my place. Claude Desktop has Open in new window for chats, so I put the reference chat on one side of my screen and the draft on the other. It came in Desktop 2.37337.1.
Claude Desktop changelog: Open in new window for chats · 13 October 2026Source
OpenAI Codex
OpenAI CodexFor: Terminal-first developers with long Codex CLI sessions
Select and search a long Codex CLI transcript without touching the mouse
I had a three hour CLI session and needed one command I'd run near the start. The 0.166.0 release adds keyboard-driven transcript selection with word, line and page movement, plus integrated search and configurable shortcuts. Now I search, select the bit I want and copy it, all from the keyboard.
openai/codex release 0.166.0: keyboard transcript selection and search · 29 October 2026Source
OpenAI CodexFor: CLI users juggling several older Codex threads
Queue a follow-up on yesterday's thread and resume it with codex queue --resume
Before heading out I think of one more thing to ask on an old thread that isn't loaded anymore. Release 0.166.0 adds codex queue --resume, which resumes unloaded threads after queueing a message. I leave the note, and the thread is ready to continue when I'm back.
openai/codex release 0.166.0: codex queue --resume · 29 October 2026Source
OpenAI CodexFor: Developers who hit safety blocks in the Codex CLI
When Codex blocks a request, pick a safer follow-up prompt instead of guessing
I asked for something a bit too broad and the CLI refused, and I wasted a few minutes rewording. In 0.166.0 the TUI gives clearer safety-block explanations and selectable safer follow-up prompts. I read why it stopped, pick a safer version and keep going.
openai/codex release 0.166.0: safety-block explanations and safer follow-ups · 29 October 2026Source
OpenAI CodexFor: Developers behind proxies or on unreliable networks
Diagnose a flaky office network with codex doctor --network-only
Codex kept disconnecting on the guest wifi and I couldn't tell if it was the proxy or my machine. Release 0.166.0 adds codex doctor --network-only for focused network diagnostics. I run just the network checks, and I have something concrete to send our IT person.
openai/codex release 0.166.0: codex doctor --network-only · 29 October 2026Source
OpenAI CodexFor: Cautious Codex CLI users who fork and resume threads
Resume or fork a thread without losing the approval settings you chose
I'd set a strict permission mode for a risky migration, then forked the thread to try a different approach. The 0.166.0 notes list a fix that preserves approval and permission settings when resuming or forking threads. The fork starts with the same guardrails, so I don't have to double check it.
openai/codex release 0.166.0: approval settings kept on resume and fork · 29 October 2026Source
OpenAI CodexFor: Engineers using Codex through Google Cloud or AWS accounts
Pick GPT-6.1 Terra from the Vertex AI or Amazon Bedrock model catalog
Our team can only use models through our cloud account, so new OpenAI models usually reach us late. The 0.166.0 release adds GPT-6.1 Terra to the bundled, Vertex AI and Amazon Bedrock model catalogs. I can choose it from the catalog without leaving the cloud setup we already have.
openai/codex release 0.166.0: GPT-6.1 Terra in Vertex AI and Bedrock catalogs · 29 October 2026Source
OpenAI CodexFor: Teams standardised on Google Cloud
Point Codex CLI at Google Cloud Vertex AI with model_provider = gcp
We already pay for Vertex AI, and I wanted Codex to run on it instead of setting up another account. Release 0.165.0 adds a built-in Google Cloud Vertex AI provider, selected with model_provider = "gcp" in config. One line, and my team's usage sits inside the cloud project we already track.
openai/codex release 0.165.0: built-in Vertex AI provider · 27 October 2026Source
OpenAI CodexFor: Developers running many worktrees and sessions
Filter the session picker by repository to find that one worktree chat
With six linked worktrees of the same project, my session list turned into soup. Release 0.165.0 adds a repository filter to the session picker and directory grouping in the agent command center for linked worktrees. I filter to the repo and the right chat is right there.
openai/codex release 0.165.0: repository filter in session picker · 27 October 2026Source
OpenAI CodexFor: Developers balancing speed and depth in one Codex chat
Turn reasoning effort down mid-conversation once the hard part is done
I used high reasoning to plan a tricky refactor, then just needed mechanical edits. In 0.165.0, changing reasoning effort during a conversation is enabled by default for supported models. I drop it down for the grunt work and bring it back up if something gets weird.
OpenAI CodexFor: Developers switching to Codex from another agent
Carry your old agent's memories into a fresh Codex profile
I'd built up a pile of preferences in another coding agent and dreaded teaching them all again. Release 0.165.0 turns memory v2 on by default for fresh profiles and adds import of external-agent memories. I set up a new profile and brought my habits with me.
openai/codex release 0.165.0: memory v2 default and external-agent memory import · 27 October 2026Source
Claude Code
Claude CodeFor: Developers who fan work out to many subagents
Set a default effort level for all your subagents
I run a lot of little subagents for grep-and-summarize chores, and they used to inherit whatever heavy effort my main session was on. Now I set CLAUDE_CODE_SUBAGENT_EFFORT once and they run at that level whenever nothing else names one. My main chat stays thorough and the helpers stay quick.
Claude Code changelog 2.1.316: CLAUDE_CODE_SUBAGENT_EFFORT · 31 October 2026Source
Claude CodeFor: Platform admins running the Claude apps gateway
Stack gateway policies so team rules and company rules both apply
Our platform admin used to worry that a developer matching a team policy would skip the company-wide one. With managed.policy_mode set to layered on the Claude apps gateway, every policy that matches a developer applies, each merged over the ones listed below it. One org baseline, plus team tweaks on top.
Claude Code changelog 2.1.316: managed.policy_mode layered · 31 October 2026Source
Claude CodeFor: New hires using VS Code behind a Claude apps gateway
Sign in to your company gateway from the VS Code chat panel
A new contractor opens VS Code on day one and does not want to hunt for a terminal just to authenticate. The chat panel now lets them sign in to a Claude apps gateway directly. Onboarding becomes one less screenshot in the setup doc.
Claude Code changelog 2.1.316: VS Code gateway sign-in · 31 October 2026Source
Claude CodeFor: Team and Enterprise admins managing shared settings
Roll out org settings without a click-through approval prompt
As an admin I push settings from Anthropic's API for our Team and Enterprise logins. They now apply without an approval prompt, and a stored copy that does not verify is refused. Fewer confused messages to me, and a tampered local copy does not sneak in.
Claude Code changelog 2.1.316: server-managed settings apply without approval · 31 October 2026Source
Claude CodeFor: Developers on restricted or pinned model lists
Keep working when a flagged request would have ended in a refusal
I pin my team to an older Opus through ANTHROPIC_DEFAULT_OPUS_MODEL, and a flagged request used to just end in a refusal. Claude Code now retries on another model when that setting, availableModels or deniedModels leaves only an older Opus, or none. Worth a quick look at how your model restrictions are set so the retry does not surprise you.
Claude Code changelog 2.1.314: flagged requests retry on another model · 30 October 2026Source
Claude CodeFor: Admins routing teams to different gateway upstreams
Send only the platform group to the expensive upstream
We have one gateway upstream we only want the platform team to use. The new groups list on a gateway upstream limits it to developers in the listed IdP groups, even on failover. Everyone else keeps using the regular routes.
Claude Code changelog 2.1.314: gateway upstream groups · 30 October 2026Source
Claude CodeFor: Anyone running auto mode on real repos
Review what auto mode blocked from the Recently blocked tab
After a long auto mode run I wanted to know what it had refused. The /permissions review tab is now called Recently blocked, and it refuses to approve a call you cannot read in full, even one the terminal is too short to show. I like that it will not let me wave through something I never saw.
Claude Code changelog 2.1.314: /permissions Recently blocked · 30 October 2026Source
Claude CodeFor: People running unattended sessions in Desktop or VS Code
Let an unattended Desktop session skip the dangerous rm and keep going
I leave a bypass-permissions session in the Desktop app running a cleanup chore overnight. A dangerous rm or rmdir used to sit on a prompt. Now it is denied at once with a rewrite hint, so the session finds a safer way and carries on.
Claude Code changelog 2.1.309: rm and rmdir denied in bypass mode · 22 October 2026Source
Claude CodeFor: Admins on Microsoft Entra ID using the gateway
Identify gateway users by their Entra oid instead of sub
Our identity setup keys people on Microsoft Entra ID's oid claim, not sub. Adding oidc.user_id_claim to the Claude apps gateway config lets usage and limits attach to the id we actually use. Reports line up with our directory.
Claude Code changelog 2.1.312: oidc.user_id_claim · 27 October 2026Source
Claude CodeFor: Enterprise Owners managing who can use cloud sessions
Give only the platform group access to cloud sessions
I wanted cloud sessions and Remote Control available to a few people, not the entire org. Claude Code cloud sessions and Remote Control permissions now sit in Enterprise custom roles, so Owners can control access to each by role. Access follows the role instead of a long manual list.
Claude Code changelog 2.1.310: cloud sessions and Remote Control in custom roles · 23 October 2026Source
Claude Duet
Claude DuetFor: Busy Duet user who hands off recurring chores
Set up a Duet routine for while you're away, knowing it asks the same way
I like leaving little recurring jobs with Duet while I'm out for the day, and I used to worry it would get looser when nobody was watching. Anthropic's safety article says routines that run while you're away have the same safeguards as anything else, so sending, paying and deleting still wait for your approval. I set the routine, go about my day, and the approval cards are there when I'm back.
Anthropic: Claude Duet safety, privacy and security, routines while away · 23 October 2026Source
Claude DuetFor: Small business owner using Duet's cloud browser for vendor portals
Let Duet upload a file in its browser, since the privacy check covers that too
I needed a supplier form filled in and a spreadsheet attached on a site with no connector, and I wasn't sure Duet would be careful about what goes out. Anthropic's safety article says files Duet uploads through the browser get the same sensitive-information check as its messages, though the safeguards will occasionally miss something. So I let Duet do the upload but still read the approval card before saying yes.
Anthropic: Claude Duet safety article, classifier checks browser uploads · 23 October 2026Source
Claude DuetFor: Household or small team sharing admin chores across separate accounts
Don't ask Duet to sign into your partner's account, it's off limits even with approval
My partner offered to let me use their login so Duet could chase a refund for us. The safety article lists accessing someone else's account as off limits even with approval, alongside trading securities and moving money between accounts. So we had them connect their own app or handle that step, and Duet worked on the part that belonged to my account.
Anthropic: Claude Duet safety article, off-limits actions · 23 October 2026Source
Claude DuetFor: Privacy-minded Duet user planning to clean up or leave
Know that deleting your Claude account wipes everything Duet has stored
Before I closed an old work account I wondered what would be left behind in Duet. The safety article says deleting your history or resetting memory clears what Duet has stored, and deleting your account wipes everything Duet has stored. I cleared the history first to see it work, then felt fine about the rest.
Anthropic: Claude Duet safety article, deletion and what gets wiped · 23 October 2026Source
Claude DuetFor: Pro, Max or Ultra user in the US with a US payment method buying through Link
Don't panic if a failed Duet purchase shows as pending on your card
Duet tried to buy a part, the store declined the checkout after I approved the amount in the Link app, and my bank app showed a pending charge. The Link help page says approval may place a temporary authorization, the final charge only happens if the merchant completes the purchase, and failed purchases may briefly show as pending. I waited, and if it had looked wrong I would have contacted Link Support.
Claude Help: Link by Stripe with Claude Duet, pending authorizations (docs) · 2 November 2026Source
Claude DuetFor: Freelancer or shop owner who uses Stripe and wants control over payments
Use the Stripe connector for your books and Link for buying, one without the other
I only wanted Duet to look at my Stripe invoices, and I assumed that meant handing over a payment wallet too. The Link help page says Link is separate from the Stripe connector, so you can use either one without the other. I kept the connector for reading the account and left Link disconnected until I actually wanted Duet to buy something.
Claude Help: Link vs the Stripe connector in Claude Duet (docs) · 2 November 2026Source
Claude DuetFor: Owner or ops lead opening a new store, office or clinic
Have Duet build an opening checklist for a new location from your past openings
The Duet product page walks through a Chicago location opening where Duet builds a 41-item checklist from your last two openings, then reports what is done, what it is watching and what needs you today. It also shows a health permit fee paid and an espresso machine install that slipped. I would borrow that for any opening or move: give Duet the old checklists and ask which items are at risk.
Claude product page: Claude Duet sample location-opening scenario (docs) · 2 November 2026Source
Claude DuetFor: Subscription or ecommerce owner watching cancellations
Ask Duet why subscription churn jumped after a price change
One walkthrough on the Duet product page has churn going from 2.6% to 3.4% after a shipping price change, with most cancellations citing shipping cost. Duet then offers a 2-week test of free shipping over $40. I'd borrow that flow: ask why cancellations rose, read what customers said, and get a test you can say yes to instead of a pile of exports.
Claude product page: Claude Duet churn analysis sample (docs) · 2 November 2026Source
Claude DuetFor: Consultant or freelancer juggling client calls and travel
Let Duet tell you a client call lands right before your flight
In Anthropic's launch article, a brand strategist's Duet prepared a brief for a client call and noticed the call fell right before her flight, so it offered to move it. That is the part I'd want: Duet watching the calendar and spotting the squeeze before I do. I'd check the proposed new time myself before anything goes to the client.
Anthropic: Introducing Claude Duet, tester story on call timing · 21 October 2026Source
Claude DuetFor: New Duet user deciding what to hand off first
Keep Duet on work tasks and book your own concert tickets for now
I tried to hand Duet everything, including a ticket purchase, and it felt like the wrong match. Anthropic's launch article says the core functionality was built around work, so personal errands such as booking tickets are not quite as strong yet. I start new Duet users on work tasks and keep the ticket scramble for myself.
Anthropic: Introducing Claude Duet, known limitations on personal errands · 21 October 2026Source
1 November 2026 (120 ideas)
Grok Bot
Grok BotFor: Developers who run cloud agents through their Bot and have a house style for them
Send your Bot's coding agents off in a mode you named yourself
I keep a little custom mode for refactors that tells the agent to touch nothing outside one folder and explain every change in plain words. Before, I had to repeat all that each time my Bot started a cloud agent. Now I just say "start a cloud agent in my careful-refactor mode" and the Bot launches it that way, and when I send follow ups it keeps replying to the agent in that same mode. Felt like finally handing over a checklist instead of shouting instructions down the hall.
Grok Bot changelog: cloud agents in a custom mode · 27 October 2026Source
Grok BotFor: Anyone who kicks off tasks and then gets pulled into something else for a bit
Step away from your desk without the approval card dying on you
I used to come back from making chai and find my Bot's approval card already expired, so the whole task just sat there. Auto-review approval cards now stay open for 30 minutes instead of 10, both in the app and in Slack. So now I start the job, go get my tea, and still have time to read what it wants to do and tap Allow when I'm back. Small change, but it means far fewer "sorry, that expired" restarts.
Grok Bot changelog: Auto-review cards stay open 30 minutes · 26 October 2026Source
Grok BotFor: Teams sharing a Bot in busy Slack channels
Ask the Bot who asked for that Slack post
A teammate saw a message our Bot posted in a shared channel and pinged me, annoyed, asking who wanted it. It wasn't me. Bots now record who asked for each message they post in Slack, so anyone in the thread can just ask the Bot who requested it. We asked, got the name, and sorted it out in two minutes instead of a long blame game.
Grok Bot changelog: Slack messages record who asked · 23 October 2026Source
Grok BotFor: Freelancers and small business owners doing monthly expenses
Drop all twenty receipts into one message
Expense week used to mean sending my Bot receipts six at a time and hoping it kept track. One message can now carry up to 20 attachments instead of 6, and if I go past the 200 MB total it tells me how many didn't make it. I dumped the whole month's photos in at once and asked for a table by category. One message, one answer, no juggling.
Grok Bot changelog: up to 20 attachments per message · 14 October 2026Source
Grok BotFor: Anyone who keeps paying for trials they forgot to cancel
Try a paid app for free without getting billed after
I always sign up for free trials and then forget, and the card gets charged on day 31. Grok Bot has a "Try it, don't pay for it" template that starts a free trial for you and then cancels it, or reminds you, before it bills. I used it for a design tool I wanted for one project. Used it for two weeks, and the Bot handled the cancel before the charge.
Grok Bot changelog: Try it, don't pay for it template · 27 October 2026Source
Grok BotFor: Small business owners and freelancers using QuickBooks Online
Connect QuickBooks Online and ask who still owes you
Month end, I always open QuickBooks, squint at the aging report and forget half of it. QuickBooks Online is now available to connect in Grok Bot. I connected it and asked my Bot which invoices are more than 30 days late and to draft gentle reminders I could review. It came back with a short list and drafts, and nothing went out until I said so.
Grok Bot changelog: QuickBooks Online connector · 11 October 2026Source
Grok BotFor: Maintainers and small dev teams on GitHub
Have your Bot split a big GitHub issue into sub-issues
Our "redo onboarding" issue was one giant wall of text nobody wanted to pick up. Bots can now work with GitHub sub-issues, discussions, releases, tags, labels and collaborators. I asked mine to break the issue into sub-issues with clear titles and labels, and to open a discussion asking the team which part to tackle first. Suddenly people were grabbing pieces.
Grok Bot changelog: GitHub sub-issues and discussions · 17 September 2026Source
Grok BotFor: Anyone getting quick web pages or email templates from their Bot
Preview the HTML page your Bot made before you upload it
I asked my Bot for a simple landing page for a weekend workshop. When it sent the HTML file, opening it showed a real preview, with a Source view for the code and links that open in my browser. I clicked around, spotted the wrong date in the header, asked for a fix, and only then put it online. No more uploading blind and checking on my phone.
Grok Bot changelog: HTML file preview with Source · 1 September 2026Source
Grok BotFor: People who like listening to their Bot's replies
Click a word in the voice memo transcript to jump right there
My Bot sometimes answers me with a voice memo, and I used to scrub back and forth to hear one number again. While the memo plays, the transcript now highlights each word in sync, and clicking a word jumps the audio to that spot. I tapped on the price it mentioned and heard it again instantly. So much nicer when you're half listening while cooking.
Grok BotFor: Busy people who let their Bot handle website logins
Stop copying sign-in codes from your inbox for the Bot
Every time my Bot signed into a site for me, I had to dig up the emailed code and paste it in. Now when a sign-in emails a code or link, the Bot reads it from my connected Gmail or Outlook, or from its own inbox, instead of asking me. I asked it to log into the courier site and grab my delivery slot, and it just finished. One less interruption in my day.
Grok Bot changelog: reads sign-in codes from your inbox · 11 October 2026Source
Claude
ClaudeFor: IT and security teams approving Claude for a company
Plug Claude into the security tools you already run
Our IT lead's first question about rolling out Claude was "can we see it in our existing tools?" Claude now has Compliance API integrations with well known security and compliance tools, so IT and security teams can govern Claude the same way they govern the other apps in their stack. That one answer got the rollout moving again.
Claude release notes: Compliance API integrations · 21 May 2026Source
ClaudeFor: Ops and platform teams on Team or Enterprise plans
Watch Cowork activity in your own monitoring with OpenTelemetry
Once our ops team let people use Claude Cowork, they wanted to see what it was actually doing day to day. Cowork supports OpenTelemetry, so its activity can flow into the monitoring stack you already use, and Team and Enterprise plans also get usage analytics for it. We built one small dashboard and the nervous questions mostly stopped.
Claude release notes: Cowork OpenTelemetry support · 9 April 2026Source
ClaudeFor: Enterprise admins who report on AI adoption
Pull daily Claude usage into your own report with the Analytics API
Every month someone asked me how many people really use Claude, and I'd screenshot the admin page. The Enterprise Analytics API gives programmatic access to usage and engagement data, aggregated per organization per day, where each call returns a snapshot for a date you choose. I wrote a tiny script that drops yesterday's numbers into our spreadsheet each morning.
Claude release notes: Enterprise Analytics API · 13 February 2026Source
ClaudeFor: Students and anyone on Claude's free plan
Let Claude remember your project on the free plan too
My younger cousin uses Claude free for her thesis and kept retyping her topic every single chat. Memory from chat history is now available for all Claude users, including free users. She turned it on, and now Claude remembers her research question and the professor's formatting rules without her pasting them again.
Claude release notes: memory for free users · 2 March 2026Source
ClaudeFor: Web developers pairing Claude Code with the browser
Let Claude in Chrome read the console errors while you build
I was building a small form in Claude Code and it worked in my head but not in the browser. With the Chrome extension, Claude can read console errors, network requests and DOM state to help debug right there. I asked it why the submit did nothing, it found a failing request in the network tab, and we fixed it in the terminal.
Claude release notes: Claude in Chrome debugging with Claude Code · 18 December 2025Source
ClaudeFor: Admins rolling out the Claude browser extension
Decide which websites Claude in Chrome may touch at work
Before we let the sales team use Claude in Chrome, our admin wanted to keep it away from the banking and HR sites. Admins can manage Claude in Chrome at the organization level, under Admin settings and Browser extension, including which sites it can and can't work on. We blocked the sensitive ones and switched it on for everyone else.
Claude release notes: Claude in Chrome admin controls · 18 December 2025Source
ClaudeFor: People who hand browser chores to Claude and want to keep working
Let Claude in Chrome ping you when it needs a yes
I used to babysit the browser tab while Claude filled in a long supplier form. Claude in Chrome can send notifications when it needs your permission or when a task is done. I turned them on, went back to my writing, and only looked over when it pinged me to approve the final submit. Way less hovering.
Claude release notes: Claude in Chrome notifications · 29 September 2025Source
ClaudeFor: Team leads on Team or Enterprise plans
Share the onboarding project with the whole company
Our onboarding docs lived in my personal Claude project, so every new hire asked me the same ten things. Team and Enterprise plans have project permissions and organization-wide sharing. I shared the project with everyone, so new people can ask Claude about the handbook and tools themselves, and my DMs finally went quiet.
Claude release notes: project sharing · 1 August 2025Source
ClaudeFor: People who think through big decisions with Claude over many chats
Ask Claude to find what you already worked out last month
I knew I had figured out the pricing tiers with Claude weeks ago, but I couldn't find the chat. On Max, Team and Enterprise plans you can ask Claude to search your past chats and pull the context back in. I asked "what did we land on for the pricing tiers?" and it found the old conversation and summarized it, so I picked up right where I left off.
Claude release notes: search past conversations · 11 August 2025Source
ClaudeFor: Admins on Team and Enterprise plans
Give your team the one internal desktop extension they need
Our team wanted Claude Desktop to talk to an internal tool, but nobody wanted random public extensions on work laptops. Team and Enterprise admins can turn public desktop extensions on or off and upload custom extensions. We switched off the public ones and uploaded just our own, so everyone got the tool and IT stayed calm.
Claude release notes: admin controls for desktop extensions · 21 August 2025Source
ChatGPT
ChatGPTFor: Pro, Business and Enterprise users planning things with others
Turn the planning chat into a Page your team can edit
Our offsite plan was buried in a long ChatGPT conversation that only I could read. Now you can turn a conversation into a Page in Space, or start from a template, then edit it yourself or ask ChatGPT to revise it and add charts. Teammates edit the same Page and leave comments using their own ChatGPT. Sharing the Page doesn't hand them my private chats or memory, which is the part I cared about.
ChatGPT release notes: Pages in Space · 29 September 2026Source
ChatGPTFor: People who work with apps through ChatGPT plugins
Fill the plugin's own form without leaving the chat
I kept switching tabs between ChatGPT and our booking tool to enter the same details. Plugins can now include interactive panels, sidebar views, file viewers or editors, and forms right beside the conversation. With a plugin that supports it, I picked the rows I wanted ChatGPT to use and finished the plugin's form in place. Fewer tabs, fewer copy and paste mistakes.
ChatGPT release notes: interactive plugin extensions · 29 September 2026Source
ChatGPTFor: US clinicians using ChatGPT for Clinicians
Look up trials and drug info fast with Healthcare Public Data
A doctor friend told me she wastes her lunch break hopping between trial registries and drug databases. Eligible ChatGPT for Clinicians users in the US can install the Healthcare Public Data plugin, which bundles nine read-only apps for public sources like biomedical research, clinical trials, medication information, Medicare data and provider records. It doesn't touch patient charts, and you shouldn't put protected health info in the searches.
ChatGPT release notes: Healthcare Public Data · 11 September 2026Source
ChatGPTFor: Principal investigators and lab leads at US universities
Apply for free ChatGPT seats for your life sciences lab
A PI I know was paying for ChatGPT out of pocket for half her lab. The Rosalind Academic Plan lets approved academic labs get up to 30 ChatGPT Business Standard seats at no cost for up to 12 months, with GPT-Rosalind access subject to trusted-access approval. Applications are open to labs at US universities, and the PI or lab lead applies for the lab.
ChatGPT release notes: Rosalind Academic Plan · 15 October 2026Source
ChatGPTFor: People who don't use Chrome
Use ChatGPT's side chat in Edge, Brave or Vivaldi
My work laptop is stuck on Edge, so I thought the ChatGPT extension wasn't for me. The extension now supports Microsoft Edge, Brave, Opera and Vivaldi, and you can mention open tabs or have ChatGPT run a browser task from the desktop app. Side chat works in Edge, Brave and Vivaldi, though Opera doesn't get side chat. I now read long vendor pages with a summary right beside them.
ChatGPT release notes: browser extension in more browsers · 11 September 2026Source
ChatGPTFor: College instructors at schools with ChatGPT Edu
Draft the syllabus with the College Educator plugin
A lecturer friend spent her summer rebuilding the same syllabus from scratch. ChatGPT Work and Codex have education plugins, and College Educator helps develop syllabi, course materials, assessments and interactive resources, including content for a learning management system. It's available through ChatGPT Edu deployments, and the school decides which tools are on.
ChatGPT release notes: education plugins · 4 August 2026Source
ChatGPTFor: People drowning in channels they only half need
Have ChatGPT summarize the channel when something new lands
I asked a teammate to tell me whenever our vendor channel had real news, and of course she forgot. Supported plugins can use MCP events to start an automation when something changes in a connected app. I described what to watch and asked for a short summary whenever new info shows up. The connected account just needs access to whatever the task reads.
ChatGPT release notes: automations from connected app events · 29 September 2026Source
ChatGPTFor: Anyone using Health in ChatGPT
Check what ChatGPT may do with your Health data without asking
After I connected my health info, I wondered when ChatGPT would ask before using it. New Health connections follow your global plugin permissions, which default to "Allow low-risk actions", so sensitive things like emailing a plan based on your data still need your say. I opened Settings, then Plugins, then Health and set it the way I'm comfortable with.
ChatGPT release notes: updated permissions for Health · 23 September 2026Source
ChatGPTFor: Anyone with a long ChatGPT history
Find last spring's tax PDF with a search filter
I was sure I'd uploaded my rent receipts to ChatGPT months ago but couldn't find them. Search now covers chats, projects, images and documents from the sidebar, with filters to narrow by content type. I filtered to documents, typed "rent" and the file was right there. Works on web, iOS and Android.
ChatGPT release notes: search across chats, projects and files · 14 July 2026Source
ChatGPTFor: Anyone who builds decks in PowerPoint
Fix the story of your deck right inside PowerPoint
My deck had good slides in a confusing order, and I didn't want to rebuild it elsewhere. ChatGPT for PowerPoint is generally available: from a sidebar you can create slides, revise a deck, and ask about its story and structure, and the slides stay editable. I asked which slide should come first and got a sensible reshuffle. Still double check numbers before you share.
ChatGPT release notes: ChatGPT for PowerPoint · 6 July 2026Source
OpenAI Codex
OpenAI CodexFor: Teams with an existing CI pipeline and code scanning
Upload Codex Security results to CI as SARIF
Our team only looks at findings that show up in the pull request checks we already watch. The public @openai/codex-security CLI can review pull request changes and upload SARIF results in CI. We added it to our pipeline and now findings sit next to the rest of our code scanning results. Running scans still needs Codex Security access.
Codex What's new: Codex Security CLI in CI · 31 July 2026Source
OpenAI CodexFor: Security folks and leads responsible for lots of repos
Scan every repo on your list from one CSV file
We inherited about forty small repos and nobody knew which ones were risky. The Codex Security CLI can run resumable bulk scans across GitHub repositories or a pinned CSV inventory. I listed the repos in a CSV, started the run, and when my laptop slept it picked up where it stopped. By Friday we had a ranked list of what to fix first.
OpenAI CodexFor: Platform engineers building internal developer tools
Build scanning into your own internal tool with the TypeScript SDK
Our platform team has a little dashboard everyone checks before a release. The Codex Security TypeScript SDK lets you build scanning, progress reporting, cost controls and cancellation into your own tools. We wired a scan button into the dashboard with a cap on spend, so nobody has to learn another tool. Some full repo scans also need Trusted Access for Cyber.
OpenAI CodexFor: Developers watching their Codex usage
Use GPT-6 Luna High for the boring repeatable fixes
I was burning a bigger model on renaming props across fifty components. GPT-6 Sol and Luna came to Codex at lower token prices than the GPT-5.6 versions, and the guidance is Sol Medium for everyday and complex coding, Luna High for focused, repeatable tasks. I moved the rename job to Luna High and saved the heavier model for the tricky bug.
Codex What's new: GPT-6 Sol and Luna · 25 September 2026Source
OpenAI CodexFor: Windows developers using the ChatGPT desktop app
Press both Alt keys to show Codex the window you're stuck on
On Windows I used to screenshot, crop and paste just to ask about an error dialog. Windows Appshots bring a screenshot and available text from the frontmost app into ChatGPT when you press both Alt keys at the same time. I hit them on the failing installer, asked what the error meant, and got the fix. Update the desktop app first.
Codex What's new: Appshots on Windows · 11 September 2026Source
OpenAI CodexFor: Developers who open a hundred tabs a day
Let Codex find the docs page you read yesterday
I read the perfect migration guide yesterday and lost the tab. In the desktop app's built-in browser, ChatGPT can find pages from your browsing history or search Google from the address bar, and it can search your history when a task needs earlier context. You approve those history requests first. I asked for "that migration guide I read yesterday" and it found it.
Codex What's new: browsing history in the built-in browser · 31 July 2026Source
OpenAI CodexFor: Developers learning from long video talks
Ask about the conference talk video straight from Chrome
A teammate sent me a 40 minute talk about our framework and I had ten minutes. The ChatGPT Chrome extension lets you ask questions about YouTube videos, mention open tabs, and bring selected text into a side chat. I asked what the talk said about caching and got the gist with the parts worth watching. Saved my afternoon.
Codex What's new: Chrome extension video questions · 31 July 2026Source
OpenAI CodexFor: Developers building apps people already use with ChatGPT
Add Sign in with ChatGPT to your open source app
Users of my little open source tool kept asking how to bring their own model access without an API key. Sign in with ChatGPT lets an app offer ChatGPT sign-in and eligible plan usage, and there's a guide for open source apps. Commercial sign-in is a limited trial with selected partners, so I'm starting with the open source route.
Codex What's new DevDay 2026: Sign in with ChatGPT · 29 September 2026Source
OpenAI CodexFor: Enterprise admins and security teams
Set what local and cloud agents can reach before rollout
Our security team wouldn't approve Codex until they could limit what the agents touch. Agent Security lets admins manage tool, file and network access for local and cloud agents, with managed configuration next to it. We locked network access to our own domains first, then rolled Codex out to the team.
Codex What's new DevDay 2026: Agent Security · 29 September 2026Source
OpenAI CodexFor: Enterprise workspace owners and admins
Export the public plugin list for your security review
Our review board wanted a spreadsheet of every public plugin people could install. Eligible Enterprise owners and admins can go to Admin, Plugins, select Public and Export CSV. It lists names, descriptions, developer, version, date added and verification info, from a catalog snapshot up to 48 hours old, and leaves out plugins built for your own workspace.
Codex What's new: export public plugin metadata · 17 August 2026Source
Google Gemini
Google GeminiFor: Workspace users on Business Standard or Plus and Enterprise Standard or Plus
Restyle the whole deck to match last year's template in one prompt
I had a 30 slide deck in four different fonts because four people worked on it. Gemini in Google Slides can now edit many slides or a whole presentation at once from the side panel, including matching the style of another file. I asked it to update the deck to match our reference presentation, then checked the summary of changes. Undo and version history are there if you hate it.
Google Workspace Updates: edit entire presentations in Slides · 30 October 2026Source
Google GeminiFor: Anyone trimming a deck at the last minute
Squash three slides into one before the meeting
My manager said "too long" five minutes before the review. With Gemini in Slides you can combine or expand slides, for example "Summarize slides 5 to 7 into a single slide", or make all titles the same size and color. It applied edits to real editable slides. It's English only at launch, and Workspace gets higher limits for this through at least December 1, 2026.
Google Workspace Updates: combine slides with Gemini · 30 October 2026Source
Google GeminiFor: Anyone who needs a quick spreadsheet from a description
Make a tracker in Gemini and open it in Sheets
I wanted a simple tracker for my job applications and kept building it by hand. In the Gemini app you can now generate structured trackers and tables from a prompt, preview them in the chat, and open them directly in Google Sheets. I described my columns, previewed it, opened it in Sheets and started filling it in that evening.
Google Workspace Updates: build and export Google Sheets · 29 October 2026Source
Google GeminiFor: Students and researchers who write in LaTeX
Draft a LaTeX file in Gemini and save it to Drive
My friend in grad school hates fighting LaTeX formatting. The Gemini app can now draft PDFs, Docs, LaTeX, Markdown or TXT files and let you edit them inline or full screen, then upload them to Drive. She asked for a LaTeX skeleton for her paper, fixed the section names herself in the preview, and saved it to Drive in one go. Most formats work on the web for now.
Google Workspace Updates: create and edit files in Gemini · 29 October 2026Source
Google GeminiFor: People who end up fixing documents on the go
Fix a PDF on your phone in the Gemini app
I was in a taxi when I noticed the wrong date on a PDF I had to send. PDF preview and editing in the Gemini app works on both web and mobile. I opened the file in the chat on my phone, asked Gemini to correct the date, checked the preview and sent it before I got out. Other file types are web only right now.
Google Workspace Updates: PDF preview and editing on mobile · 29 October 2026Source
Google GeminiFor: Developers building agents that operate a UI
Build your browser automation on Computer Use now that it's GA
I didn't want to ship a client feature on a preview tool. The Gemini API's Computer Use tool is now generally available across the Interactions and GenerateContent APIs. That was the green light I needed to move our form filling helper from an experiment into the real product.
Gemini API changelog: Computer Use GA · 30 October 2026Source
Google GeminiFor: Developers who automate things in scripts and CI
Call Gemini from your CI script with the gemini-api CLI
I wanted our CI to write a short summary of each failed test run without adding a pile of dependencies. The Gemini API CLI (gemini-api) is a stateless, zero-dependency command line client for coding agents, scripts and CI pipelines, running on the Interactions API. It's in beta, and it can generate text and media and analyze files. One line in the pipeline did the job.
Gemini API changelog: Gemini API CLI beta · 27 October 2026Source
Google GeminiFor: Developers handling sensitive data through the Gemini API
Turn off request storage on a new Gemini API project
Starting a new paid project, I nearly missed that requests are now stored by default. New projects on the paid tier using generateContent, streamGenerateContent and batchGenerateContent store requests by default (store=true). If you don't want that, set store=false per request or turn off Generate Content API logging in the Logs and Datasets settings. Existing projects keep their old setting.
Gemini API changelog: Generate Content storage default · 26 October 2026Source
Google GeminiFor: Developers with older Gemini model strings in their code
Change gemini-3.7-flash to gemini-3.8-flash in your code
My app kept working, so I didn't notice the model had changed under it. gemini-3.7-flash is deprecated, and requests to it are automatically routed to gemini-3.8-flash. I updated the model string so my logs say what's really running, and read the 3.8 Flash guide to check nothing in my prompts needed adjusting.
Gemini API changelog: Gemini 3.7 Flash deprecation · 8 October 2026Source
Google GeminiFor: Eligible college students
Claim a free year of Google AI Pro as a college student
My little brother started college and was about to pay for an AI plan. Eligible college students can get one year of Google AI Pro in the US, or Google AI Plus in 140+ countries, at no cost. He checked the offer terms, signed up with his student details, and spent the money on books instead.
Gemini release notes: student plan offer · 19 August 2026Source
AI image generation
AI image generationFor: Product designers and illustrators pitching early concepts
Turn a flat product sketch into a 3D model in Firefly Boards
I had one flat drawing of a lamp and a client who wanted to see it from the side. In Firefly Boards you can convert a 2D image into a 3D asset, then orbit, pan and zoom around it and take a snapshot of the angle you like. I grabbed three angles and dropped them straight onto the board next to the moodboard. The client finally got it.
Adobe Firefly Help: convert 2D images into 3D assets · 16 June 2026Source
AI image generationFor: Families restoring old photos and anyone printing small images large
Rescue a blurry old group photo with Generative upscale
My aunt sent me a tiny scanned photo from a wedding thirty years ago and wanted it printed big. In Firefly's Edit tab you can choose Generative Upscale with Topaz Gigapixel, pick 2x or 4x, and turn on Face recovery for blurry faces. I went 4x and the faces came back sharp enough to frame. Always compare with the original so nobody ends up with a face they never had.
Adobe Firefly Help: Generative upscale · 10 March 2026Source
AI image generationFor: Creative teams presenting boards on large displays
Upscale your board concepts to 4K with Topaz Bloom
My moodboard images looked fine on screen but fuzzy on the big meeting room TV. In Firefly Boards you can upscale images with Topaz Bloom, choosing a creativity level and an output size like 1080p or 4K. I kept creativity low so it stayed faithful, bumped the hero images to 4K, and the pitch looked sharp on the big screen.
Adobe Firefly Help: upscale images with Topaz Labs in Boards · 6 March 2026Source
AI image generationFor: Designers who almost like an image and want small controlled changes
Nudge one image through variations with Precision Flow
I liked my generated poster but wanted to see it slightly calmer, slightly bolder, without starting over. Firefly's Precision Flow (beta) shifts the overall mood, tone or atmosphere of an image while generating several variations to explore. I looked through the calmer and bolder looks, picked one, and moved on. Much faster than rewriting the prompt ten times.
AI image generationFor: Online sellers and marketing teams resizing lots of images
Crop a whole batch of product photos at once
I had sixty product shots that all needed a square crop for the shop. Firefly Creative Production for Enterprise lets you crop multiple images at the same time instead of one by one. I set the crop, ran the batch, and spent the saved hour actually writing product descriptions.
Adobe Firefly what's new: batch crop in Creative Production · 25 October 2026Source
AI image generationFor: Small business owners and designers who need quick icons
Generate an editable SVG icon and finish it in Illustrator
I needed a little leaf icon for a newsletter and didn't want a fuzzy PNG. Firefly can generate vectors from a text prompt as SVG, and you can open them in Illustrator to keep editing. I typed what I wanted, picked the cleanest result, and tweaked the colors in Illustrator. Crisp at every size.
Adobe Firefly Help: generate vectors using text prompts · 27 October 2025Source
AI image generationFor: Art directors and photographers building consistent boards
Borrow the lighting from one image and put it on another
My product photo looked flat next to the moody reference I loved. In Firefly Boards you can apply lighting, textures or colors from one image to another. I pointed it at the reference, applied its lighting to my shot, and suddenly the two sat together on the board like they belonged.
Adobe Firefly Help: about Firefly Boards · 2 February 2026Source
AI image generationFor: Marketers and designers who mix generated and stock images
Find similar stock photos straight from your board
I had one image on my board that nailed the feel, but I needed a licensed photo like it. Firefly Boards has a Find similar inspiration option that searches Adobe Stock for related images. I clicked it, found three close matches, and dropped them right into the board for the team to vote on.
Adobe Firefly Help: find similar inspiration in Boards · 2 February 2026Source
AI image generationFor: Hobbyists and developers who prefer open models
Try an open Apache 2.0 image model on your own machine
I wanted to play with image generation without sending anything to a paid service. MOSS-Image-SFT from the OpenMOSS team is published on Hugging Face under the Apache 2.0 license. I read the model card, ran it locally on a weekend, and now have something I can tinker with for free. Check the hardware notes before you start.
Hugging Face: MOSS-Image-SFT model card · 16 October 2026Source
AI image generationFor: Designers making lots of similar composites
Build a reusable compositing chain with Runway nodes
Every product mockup I made needed the same steps: background, product, shadow, text. Runway's Compositing Nodes let you compose and blend images and video together inside a workflow, and they're available to all customers. I built the workflow once and now I just swap in a new product image. Felt like getting an assistant who never forgets a step.
Runway changelog: Compositing Nodes · 18 August 2026Source
AI video generation
AI video generationFor: Developers and e-commerce teams generating clips at scale
Animate a product photo up to 4K with the Vidu Q4 API
I wanted short clips from our product photos without editing each one by hand. The Vidu Q4 Preview image-to-video API takes an image and returns a 3 to 16 second clip up to 4K, with optional audio. You can set a seed to repeat a look and a callback_url so your app hears when it's done. I wired it into a small script and let it run through the catalog.
Vidu API docs: Vidu Q4 Preview image-to-video · 30 October 2026Source
AI video generationFor: Creators making series with a recurring character
Keep the same character across clips with Vidu Q4 references
My little mascot kept changing face from one clip to the next. Vidu Q4 Preview has a reference-to-video endpoint where you give reference images so the subject stays consistent. I fed it the mascot sheet and finally got a short series where he looks like the same guy every time.
Vidu API docs: Vidu Q4 Preview reference-to-video · 30 October 2026Source
AI video generationFor: Creators who work from an AI assistant with MCP tools
Generate a 15 second clip with sound from Runway MCP
I do most of my work in an AI chat and hate switching to a video app for a quick clip. Grok Imagine 1.5 is available through Runway's MCP, making 1 to 15 second 1080p videos with native audio. I asked for a short teaser with ambient sound right from my assistant, and it came back ready to post.
Runway changelog: Grok Imagine 1.5 in MCP · 13 August 2026Source
AI video generationFor: Video makers planning shots with fixed start and end
Set the first and last frame for a 30 second Seedance clip
I had a clear opening shot and a clear ending shot, and just needed the middle. Seedance 2.5 in Runway MCP can generate up to 30 seconds of video with native audio, with first frame, last frame and reference image controls, right from your AI agent. I gave it both stills and it filled in the journey between them. Perfect for a before and after reveal.
Runway changelog: Seedance 2.5 in MCP · 11 August 2026Source
AI video generationFor: Enterprise teams reviewing video together in Runway
Tag the Runway Agent right in an asset comment
Feedback on our clips used to sit in comments until someone found time to act on it. On Runway's Enterprise plan you can @-mention Agent directly in comments on any asset page, and its responses form a history of edits for the team. I wrote "@Agent make the sky warmer" under the clip and it got to work. The comment thread turned into a to-do list that does itself.
Runway changelog: mention Agent in comments · 15 September 2026Source
AI video generationFor: Creators who repeat the same video steps every week
Describe your video process and let Runway's Agent build the workflow
I knew my steps by heart but never had time to set them up as a workflow. Runway's Agent can build and run entire Workflows when you describe what you want in plain language, and you can still inspect and edit every node. I typed out how I turn a script into storyboard frames and then short clips, and it assembled the pipeline for me to tweak.
Runway changelog: Agent builds Workflows · 23 July 2026Source
AI video generationFor: Developers building video features on the Runway API
Keep your app making videos when one model is busy
Our app used to stall whenever we hit a model's concurrency limit. With capacity fallbacks, Runway's Model Router can automatically fall back to the next best eligible model with capacity when you hit a model's concurrency limit, instead of queuing the request. You opt in per model router in the dev portal. We turned it on and stopped getting angry emails at peak times.
Runway changelog: Model Router capacity fallbacks · 30 July 2026Source
AI video generationFor: Developers and founders watching API spend
Check what each generation really cost with the Task Cost API
At month end I could never tell which feature of our app was eating the Runway budget. Runway API responses now include the credit cost of each task, as an estimate while it runs and the final cost when it's done. I started logging it next to each feature, and within a week we knew which one to optimize.
Runway changelog: Task Cost API · 30 July 2026Source
AI video generationFor: Developers and animators who need controlled motion
Steer a Hailuo 3.0 clip with keyframes on Runway Dev
I wanted a clip that hit specific poses at specific points. MiniMax Hailuo 3.0 is live on Runway Dev, generating from text, image or video with keyframes plus reference images, videos and audio. I set the key poses, added a reference for the look, and the motion landed where I planned instead of wherever the model felt like.
Runway changelog: MiniMax Hailuo 3.0 on Runway Dev · 5 August 2026Source
AI video generationFor: Product teams building interactive onboarding or support
Put a real-time talking avatar in your app with Runway Characters
Our onboarding video was static and nobody watched it. Runway Characters offers real-time avatars through the API. We prototyped a friendly guide that answers new users live, and people actually stayed to talk to it. Just be clear with users that they're talking to an AI.
Runway changelog: Runway Characters · 9 March 2026Source
Claude Code
Claude CodeFor: Anyone using fast mode with Opus 4.8 in Claude Code
Move off Opus 4.8 fast mode before November 30
I had fast mode on Opus 4.8 baked into a couple of scripts and almost missed the notice. Fast mode for Opus 4.8 was deprecated on October 30, 2026 and will be removed on November 30, 2026. After that, those requests return an error and don't fall back to standard Opus 4.8. I switched the scripts to Opus 5.5 to keep the speedup and saved myself a broken morning.
Claude Code changelog 2.1.316: Opus 4.8 fast mode deprecation · 31 October 2026Source
Claude CodeFor: Developers running Claude Code cloud sessions with MCP servers
Answer an MCP server's form inside a cloud session
My cloud session kept failing silently whenever an MCP server needed extra details. Cloud sessions now show a form card, so you can fill in or decline a form an MCP server asks for instead of the request being canceled without you seeing it. Next time it asked which project to use, I picked it and the task carried on.
Claude Code changelog 2.1.316: cloud session form card · 31 October 2026Source
Claude CodeFor: Engineering leads using Claude Code Code Review
See review findings by severity over time
My lead asked whether our code was getting better or worse, and I had no answer. The Code Review analytics page now has a findings-by-severity card, with the period's total findings, a daily chart stacked by severity and each severity's count. I screenshot it for our weekly sync and the conversation got a lot more concrete.
Claude Code changelog 2.1.316: findings by severity card · 31 October 2026Source
Claude CodeFor: Enterprise developers using Claude Code cloud environments
Add your own network secret to your cloud environment
I used to file a ticket every time I needed a token in my cloud environment. Enterprise members can now add and delete network secrets on their own cloud environments, not just view them. I added the staging token myself in a minute and stopped waiting on the platform team.
Claude Code changelog 2.1.316: network secrets for members · 31 October 2026Source
Claude CodeFor: Teams using Claude Tag in Slack
Choose how Claude joins in each Slack channel
In our busy help channel Claude was answering everything, and people got annoyed. Claude Tag replaced the Respond automatically switch with a "How Claude participates" choice on each channel's Configure page and in admin settings. We set the busy channel differently from our quiet team channel and the noise complaints stopped.
Claude Code changelog 2.1.316: How Claude participates · 31 October 2026Source
Claude CodeFor: Team leads managing Claude Code usage
Turn off ultrathink so nobody burns budget by accident
New folks on our team kept typing ultrathink on tiny questions. The CLAUDE_CODE_DISABLE_ULTRATHINK setting turns the ultrathink keyword off. We added it to our shared setup for routine work and left it on only where deep thinking actually pays off.
Claude Code changelog 2.1.316: CLAUDE_CODE_DISABLE_ULTRATHINK · 31 October 2026Source
Claude CodeFor: Admins running the Claude apps gateway
Give a team one shared monthly budget on the gateway
Individual limits were too strict for our small data team, but unlimited felt scary. The Claude apps gateway now supports pooled group budgets: one monthly budget a group's members share, on top of each member's own limit, set with pooled_budget on the spend limits admin API. We gave the team one pool and let them sort out who needs more.
Claude Code changelog 2.1.316: pooled group budgets · 31 October 2026Source
Claude CodeFor: Developers who paste logs into Claude Code a lot
Find that old pasted error with Ctrl+R
I once pasted a long stack trace into Claude Code and wanted it again days later. Prompt history search with Ctrl+R now matches text inside collapsed [Pasted text] pills. I hit Ctrl+R, typed a word from the error, and there it was.
Claude Code changelog 2.1.314: Ctrl+R matches pasted text · 30 October 2026Source
Claude CodeFor: Developers who want a hard boundary around their project
Stop Claude from writing outside your project folder
I got nervous after Claude Code nearly edited a file in my home folder. The permissions.blockWritesOutsideWorkingDirectories setting makes Write, Edit and NotebookEdit refuse paths outside the working directories, in every permission mode. I turned it on and now I can let it run with a lot less worry.
Claude Code changelog 2.1.314: blockWritesOutsideWorkingDirectories · 30 October 2026Source
Claude CodeFor: Developers running scheduled tasks in Claude Code cloud
Let your cloud scheduled tasks use your plugins
My nightly cloud task kept missing the plugin I use every day on my laptop. Scheduled tasks that run in Anthropic's cloud now load the plugins enabled on your claude.ai account. My nightly dependency check now uses the same plugin I use by hand, with no extra setup.
Claude Code changelog 2.1.314: cloud scheduled tasks load plugins · 30 October 2026Source
Meta Muse
Meta MuseFor: New Muse users who want to watch closely at first
Set Muse to always ask before browsing while you learn it
The first week with Muse I wanted to see every site it opened before it did. In Settings, under Permissions, you can set Web access to Always ask. So each time it wanted to visit a site, I got the question first. Once I trusted how it picked sources, I loosened it up.
Meta Help: Muse permissions and approvals · 12 September 2026Source
Meta MuseFor: Muse users who said yes to a lot of sites
Clean up the list of sites Muse can visit without asking
After a month I realized I'd tapped allow on a bunch of random shopping sites. Muse keeps a list of Allowed websites that you can review and revoke. I went through it on a Sunday, removed the ones I didn't need, and kept just my usual few.
Meta Help: review allowed websites in Muse · 12 September 2026Source
Meta MuseFor: Anyone who changes their mind mid-task
Tell Muse to stop comparing prices halfway through
I asked Muse to compare prices on a blender, then found one in a shop five minutes later. You can ask Muse to stop or undo things like reading a website or comparing prices. I just told it to stop, and it did. Worth knowing though: a sent email can't be pulled back, so check those before saying yes.
Meta Help: stop or undo Muse actions · 12 September 2026Source
Meta MuseFor: People who hand reminders to Muse and then forget them
Check what Muse has lined up in Upcoming
I couldn't remember if I'd asked Muse to remind me about the electricity bill. Tapping the assistant icon shows Upcoming, with your scheduled tasks and reminders. The bill reminder was there for Thursday, plus one I'd forgotten about for a birthday. Saved me a double booking and an embarrassing miss.
Meta Help: see upcoming tasks in Muse · 12 September 2026Source
Meta MuseFor: Anyone who wants to double check Muse's answers
Ask Muse where it got that answer
Muse told me a cafe was open on Mondays and I wasn't fully sure. You can ask Muse for the sources behind its response. I asked, it showed me the pages, and one was an old listing. I called the cafe instead. Good habit for anything that matters.
Meta Help: ask Muse for sources · 12 September 2026Source
Meta MuseFor: Careful users who want the full picture before saying yes
Tap See task details before you give Muse permission
Muse asked for permission to do something and the short summary felt vague. There's a See task details option before you grant permission, so you can read exactly what it plans to do. I tapped it, saw it wanted to message a seller, and changed the wording first.
Meta Help: task details before granting permission · 12 September 2026Source
Meta MuseFor: People worried about ads following their Muse chats
Know your Muse chats aren't sent to Meta's ad systems
My friend refused to try Muse because she assumed every chat would turn into ads. Meta's privacy help for Muse says your conversations and the data on its virtual machine are not shared with Meta's ad systems. She read it herself and gave it a try for planning her trip.
Muse got stuck on a booking page and I wanted to tell someone right then. You can report an issue by shaking your phone, or go to Settings and Report an issue. I shook it, described what happened in two lines, and went on with my day.
Meta Help: report an issue in Muse · 12 September 2026Source
Meta MuseFor: Anyone who wants to check what their assistant knows
Open MEMORY.md to see what Muse remembers about you
I was curious, and a little nervous, about what Muse had picked up about me. You can ask Muse what it remembers, or look at its MEMORY.md. I opened it, found an old address, and asked Muse to fix it. Felt good to actually see the list.
Meta Help: what Muse remembers · 12 September 2026Source
Meta MuseFor: People cautious about connecting email
Connect email to Muse without it pulling in your whole inbox
I hesitated to connect my email, picturing my entire inbox copied somewhere. Meta says connecting email lets Muse search it, but it won't download the whole inbox unless you tell it to. I connected it and asked for the airline confirmation, and it just found that one email.
Meta Help: connecting email to Muse · 12 September 2026Source
OpenAI Dots
OpenAI DotsFor: New dot users switching between phone and computer
Use the app, not your phone browser, for your dot
I tried opening my dot in Safari on my phone and got nowhere. Dots work in the ChatGPT mobile app, the desktop app or a desktop browser, but mobile web isn't supported. I installed the latest app and it was all there, same dot I'd set up on my laptop.
OpenAI DotsFor: Anyone wondering why they don't see dots yet
Check if your plan can have a dot before you go looking for it
A friend on Pro in Germany couldn't find dots anywhere and thought something was broken. Dots are for Pro 100, 200 and 500 users over 18 outside the EEA, UK and Switzerland, rolling out worldwide on Business Premium, and on Enterprise they're off until an admin turns them on. Ten seconds of reading saved her an hour of clicking.
OpenAI Dots docs: who can use dots · 29 October 2026Source
OpenAI DotsFor: People handing ongoing work to a dot for the first time
Check your dot's first result before giving it more
I gave my dot a weekly vendor roundup and was tempted to hand it three more jobs right away. The docs suggest reviewing the first result and correcting missing details before expanding the responsibility. I fixed two things in week one, and week two came back right. Then I gave it more.
OpenAI Dots docs: start small · 29 October 2026Source
OpenAI DotsFor: People cautious about connecting their computer
Connect your computer without giving your dot every chat
I hesitated to connect my laptop, thinking my dot would read all my messages everywhere. Connecting your computer lets your dot work with its tasks and files, but it doesn't give the dot every conversation in every app. That cleared it up, and I connected it for the file work I actually needed.
OpenAI Dots docs: computers · 29 October 2026Source
OpenAI DotsFor: iPhone users who talk to their dot a lot
Add message and call buttons to your dot widget
I put the Your dot widget on my home screen but it was just a cute face. On iOS, touch and hold it, choose Edit Widget, and turn on Show shortcut buttons, which is off by default. Now I tap to message, or tap the phone to call when calling is available.
OpenAI Dots docs: Your dot widget · 29 October 2026Source
OpenAI DotsFor: People who use more than one ChatGPT account
Fix a dot shortcut that says your dot isn't available
I switched to my work account and my home screen shortcut suddenly said my dot wasn't available. The docs say that if you switch accounts and a saved shortcut says that, sign in to the account that owns the dot. I switched back and the shortcut worked again.
OpenAI Dots docs: shortcuts and accounts · 29 October 2026Source
OpenAI DotsFor: People who call their dot on the go
Remember a call with your dot may know less than its background work
On a call I asked my dot about something it had dug up overnight and it seemed a bit lost. Calls use selected conversation context, which can be different from what the dot uses for background tasks. Now I just ask it to pull up the task first, or check the task page after the call.
OpenAI Dots docs: calls and context · 29 October 2026Source
OpenAI DotsFor: Business and Enterprise members using dots
Know why your dot rules stopped working at work
My saved rule to always show me drafts first seemed to vanish at work. If your workspace disables custom dot rules, members can't add or edit them and saved rules don't apply. The dot still follows default rules and your instructions, so I added the draft request to my instructions and asked our admin about it.
Don't expect turning off rules to make your dot ask about everything
Our admin switched off custom rules thinking dots would then ask before every action. They won't: turning custom rules off doesn't make the dot ask before every action. To control what it can do, check the capability and app approval settings. We went back and set those properly.
OpenAI Dots admin guide: rules and approvals · 29 October 2026Source
OpenAI DotsFor: Privacy minded people curious about proactive research
Let your dot do proactive research without it feeding training
I liked the idea of my dot scanning my apps for things worth flagging, but wondered where that went. OpenAI says it doesn't train models directly on proactive background research or the notes it creates from it. I turned it on for my project inbox and got a short heads up most mornings.
OpenAI Dots docs: proactive research and training · 29 October 2026Source
OpenAI DotsFor: People who reach their dot from Slack or Teams
Know that Slack chats with your dot won't show everything else
I talked to my dot in Slack and couldn't find the plan we discussed in the app. Slack and Teams conversations show the messages exchanged there and don't mirror every message from other channels, though the dot can use relevant context across them. So I just asked it in Slack to recap the plan.
OpenAI Dots docs: channels · 29 October 2026Source
OpenAI DotsFor: People who connect a laptop that sleeps a lot
Don't panic when your computer shows Offline for your dot
My laptop showed Offline and I thought I had to reconnect everything. An Offline status just means the computer is unavailable, and it doesn't revoke the connection. I opened the lid, it came back, and the dot carried on.
OpenAI Dots docs: computer status · 29 October 2026Source
OpenAI DotsFor: Workspace admins planning for dot mistakes
Know the first steps when a dot does something it shouldn't at work
A teammate's dot posted an update in the wrong channel and we all froze for a second. OpenAI's admin guide lays out the steps: ask the member to pause their dot and review the task, save the task link and activity records, check the app or computer permissions involved, and follow your incident process. Whether you can undo it depends on the action and the service. We wrote those steps into our team wiki that afternoon.
OpenAI Dots admin guide: when something goes wrong · 29 October 2026Source
OpenAI DotsFor: Enterprise admins with data residency policies
Know that data residency turns off local computer access for dots
Our admin couldn't figure out why local computer access was missing for dots. If any cloud policy has enforce_residency enabled, local computer access is unavailable for dots, while Work Cloud stays available. That explained it, and we decided residency mattered more for our team.
OpenAI Dots admin guide: local access and residency · 29 October 2026Source
OpenAI DotsFor: Admins at companies that run on Microsoft Teams
Plan for Microsoft Teams access being invite-only for now
We're a Teams shop, so the first thing I checked was Teams support for dots. Microsoft Teams access is limited to an invite-only alpha. So we started with the desktop app and kept Teams as a later step.
OpenAI Dots admin guide: Microsoft Teams · 29 October 2026Source
OpenAI DotsFor: Workspace admins setting up dots with Slack
Know that turning on the ChatGPT permission doesn't put dots in Slack
I enabled the ChatGPT permission and expected dots to show up in our Slack. Enabling it doesn't install an app in Slack or connect a member's dot. Each person still connects their own. Knowing that saved me a confusing announcement.
OpenAI Dots admin guide: Slack · 29 October 2026Source
OpenAI DotsFor: Admins and members troubleshooting missing files
Know your dot only sees what the connected account can see
A teammate worried that enabling dots would open every shared drive. It doesn't: the dot follows what the connected account can access in the source app. If a dot can't find a document, check that account's permissions first.
OpenAI Dots admin guide: access troubleshooting · 29 October 2026Source
Our security lead asked whether dots could use our password manager. Admins can set a Use password manager workspace capability according to policy, along with browser, network and computer controls. We set it the way our policy says and wrote it down for the team.
OpenAI Dots admin guide: workspace capabilities · 29 October 2026Source
OpenAI DotsFor: People managing what their dot remembers
Know you can't delete single dot memories, only the dot
I wanted my dot to forget one old project detail. OpenAI's FAQ says you can't view or delete individual dot memories, only delete the dot itself. So I told the dot the project was over instead, and kept deletion for when I really want a fresh start.
OpenAI Help: Dots privacy, security and safety FAQ · 29 October 2026Source
OpenAI DotsFor: People using the same plugins across OpenAI products
Remember plugin permissions carry across dots, ChatGPT and Codex
I changed a plugin permission in ChatGPT and was surprised my dot followed it. Plugin permissions are shared across dots, ChatGPT, ChatGPT Work and Codex. Now when I tighten one, I know it applies everywhere I use that plugin.
OpenAI Help: Dots plugin permissions · 29 October 2026Source
Claude Duet
Claude DuetFor: People who remember details after they've asked
Steer Claude Duet halfway through from the task's page
I asked Duet to find a quiet restaurant and then remembered my friend is vegetarian. Each task in Duet's task list has its own page where you can see what it's doing and steer it mid-task. I opened the task, added the vegetarian detail, and it adjusted without starting over.
Claude Duet safety article: task list visibility · 23 October 2026Source
Claude DuetFor: People who use Duet for personal errands
Ask Duet to message your dentist without extra approvals
I worried Duet would block me from sharing my own health stuff. Health and finance details need consent to share, but your own request counts as consent, so something like "send a note to my dentist about my tooth pain" generally won't need extra approval. Mine went out with no fuss.
Claude Duet safety article: needs consent to share · 23 October 2026Source
Claude DuetFor: Anyone letting Duet shop or manage orders
Expect Duet to ask every time before paying or deleting an order
I tried to set "don't ask me again" for payments and Duet wouldn't let me. Some steps, like paying or sending money, deleting an order or creating an account, are never covered by that rule, no matter how often you've approved them. Mildly annoying, honestly reassuring.
Claude Duet safety article: approval rules · 23 October 2026Source
Claude DuetFor: Everyone using Duet, and the people they look out for
Treat any Duet password request outside the app as phishing
I got a text that looked like Duet asking me to sign in. Duet's sign-in form only appears inside the Claude app during a sign-in you asked for, and never arrives as a link, text, email or website other than claude.ai. I deleted the text. Good rule to share with family.
Claude Duet safety article: sign-in form and phishing · 23 October 2026Source
Claude DuetFor: People who approve Duet actions quickly on their phone
Read every recipient on Duet's approval card
Duet drafted a group email and I nearly tapped approve without looking. Before sending a sensitive message, paying or deleting, the approval card shows the action, destination, content and every recipient. I spotted my old manager in the list and removed her before it went out.
Claude Duet safety article: approving actions · 23 October 2026Source
Claude DuetFor: Website owners and small business developers
Spot Duet visiting your website using its User-Agent and IPs
I run a small booking site and wanted to know if agents were visiting. Duet's browser sends a distinct User-Agent header, and Anthropic publishes the IP addresses it browses from, so sites can recognize it and decide how to treat it. I added a rule in my logs to tag those visits.
Claude Duet safety article: identifying as an agent · 23 October 2026Source
Claude DuetFor: Security researchers testing agents
Report a Duet security bug through the HackerOne bounty
A security friend found something odd in how a page talked to Duet. Duet is in scope of Anthropic's public bug bounty program, with safe harbor for good faith research, and reports go through HackerOne. She filed it there instead of posting it publicly.
Claude Duet safety article: bug bounty · 23 October 2026Source
Claude DuetFor: People who sometimes overshare when rushed
Know Duet won't share your card or ID numbers even if you ask
In a rush I asked Duet to paste my full card number into an email to a hotel. It wouldn't. Credentials, full card and bank account numbers and government ID numbers are in a never share tier, even if you ask. I called the hotel instead, which was safer anyway.
Claude Duet safety article: never share tier · 23 October 2026Source
Claude DuetFor: Managers using Duet for team updates
Let Duet rewrite a blocked message without the private bits
Duet flagged my team recap because it mentioned someone's medical leave. When it's blocked, Duet can rewrite the message without the sensitive information and bring it back for your approval. The new version just said she's out this week. Exactly right.
Claude Duet safety article: rewriting blocked messages · 23 October 2026Source
Claude DuetFor: People who want quick control over what Duet can reach
Switch an app off once and it's off for Claude and Duet
I wanted Duet to stop touching my calendar for a week. The apps connected to Claude carry over to Duet, and switching an app off in one place switches it off in both. Disconnecting stops new access, but what Duet already learned stays until you reset its memory in settings.
Claude Duet safety article: connected apps · 23 October 2026Source
31 October 2026 (120 ideas)
Grok Bot
Grok BotFor: Freelancers and anyone waiting on an email that never seems to arrive
Ask your Bot to dig the lost invoice out of Spam
A client swore she had sent the invoice and I swore I never got it. Turns out it was sitting in Spam the whole time. Your Bot can now search Gmail Spam and move a message back to your inbox, so I just asked it to find anything from her this month and rescue it.
Grok Bot changelog: Gmail Spam search · 7 October 2026Source
Grok BotFor: Developers waiting on reviews
Set a routine that watches one pull request and quits when it merges
I had one PR I kept refreshing all day like it was a cricket score. So I asked my Bot to watch that single pull request and ping me when reviews came in. The nice part is the routine removes itself once the PR merges, so I am not left with a zombie reminder next week.
Grok BotFor: Organisers juggling a job with lots of separate parts
Hand a big messy job to a Project and let it plan the team
Planning a small community event had too many moving parts for one chat. A Project in Grok Bot is a Cloud Agent that makes its own plan and runs its own agents for the pieces. I gave it the goal, the date and the budget, and checked back when it had the vendor list and the schedule drafted.
Grok Bot changelog: Projects · 18 September 2026Source
Grok BotFor: Busy people who are not sure where to start with delegating
Let your main Bot point out what it could take off your plate
I did not even know what to delegate at first. Your primary Bot can now spot work it could take off your plate, so after a week of normal use it suggested handling my weekly expense summary. Honestly it noticed the boring thing I kept doing by hand before I did.
Grok Bot changelog: primary Bot suggestions · 2 October 2026Source
Grok BotFor: Parents and volunteers stuck in big email threads
Have your Bot label, reply all and forward with a note in one go
The school committee thread had twelve people on it and I always forget someone. Grok Bot can now set Gmail label colors, reply all, and add a note when it forwards. I asked it to tag the thread red, reply all with the new date, and forward it to my partner with a short line on top.
Grok Bot changelog v0.75.2: Gmail labels, reply all, forwarding notes · 22 October 2026Source
Grok BotFor: Commuters who think out loud on the go
Call your Bot and pick up right where the last call ended
On the drive home I called my Bot about the trip plan and did not have to repeat a thing. Voice calls now draw on earlier calls and your recent chat, so it already knew we had narrowed it down to two hotels. I just said book the cheaper one and it got moving.
Grok Bot changelog v0.75.2: voice calls use earlier context · 22 October 2026Source
Grok BotFor: Small teams that live in shared folders
Have your Bot save the finished report straight into Drive or OneDrive
I used to download what my Bot made and then upload it again myself, which is silly. It can now upload files to Google Drive and OneDrive. So the quarterly summary lands in the team folder where everyone actually looks.
Grok Bot changelog: Google Drive and OneDrive uploads · 15 September 2026Source
Grok BotFor: Anyone posting to busy Slack channels
Check the Slack draft preview before your Bot posts it
I once got burned by a message that tagged the whole channel. Now Grok Bot shows a formatted preview of Slack drafts and who the message will notify before it goes out. I read it, saw it would ping forty people, and asked it to tag just the two leads instead.
Grok BotFor: Page owners cleaning up outdated shared docs
Delete an old shared Page from the Library for everyone
We had a Page with last year's price list floating around and people kept using it. If you own a Page, you can now delete it from the Library for everyone, not just hide it for yourself. One tap and the wrong numbers stopped showing up in quotes.
Grok Bot changelog v0.77.0: delete Pages for everyone · 26 October 2026Source
Grok BotFor: People who work with big spreadsheets
Select the exact cells you mean in a big spreadsheet preview
The sales sheet my Bot made had thousands of rows and I only cared about one region. Spreadsheet previews now let you select cells in sheets up to 10,000 rows. I highlighted the rows for the north stores and asked why those dipped in August.
Grok Bot changelog: spreadsheet cell selection · 17 September 2026Source
Claude
ClaudeFor: Healthcare admins on Claude Enterprise or the API
Turn on HIPAA readiness yourself instead of waiting on sales
Our small clinic group wanted to use Claude but the paperwork felt endless. Admins can now review the BAA, download the implementation guide and enable HIPAA readiness in one flow for Enterprise and the API. I read the guide over lunch and had it set up before the afternoon patients.
Claude release notes: self serve HIPAA readiness · 14 July 2026Source
ClaudeFor: Enterprise admins watching usage
Decide which models and effort levels each team gets
The interns did not need the heaviest model for formatting tables. Enterprise admins can now control which models and effort levels people can use. I kept the big model for the research team and gave everyone else a sensible default, and the usage report got a lot calmer.
Claude release notes: model entitlements · 1 July 2026Source
ClaudeFor: Security minded Team and Enterprise admins
Require trusted devices before anyone steers Claude Code from afar
Remote control of a local coding session from a random phone made our security person nervous. Team and Enterprise admins can now require Trusted Devices before people view or steer local Claude Code sessions remotely. We switched it on and she finally stopped sending me articles.
Claude release notes: Trusted Devices for remote sessions · 25 June 2026Source
ClaudeFor: Org admins sharing admin work
Give finance billing access without making them an Owner
Our finance lead needed invoices, not the keys to the whole org. With custom admin roles you can give someone just billing or privacy access without the Owner role. She got what she needed and I stopped forwarding receipts.
Claude release notes: custom admin roles · 2 June 2026Source
ClaudeFor: Admins rolling out connectors carefully
Let support read the CRM connector but not write to it
I liked the idea of the CRM connector, I did not like the idea of everyone editing deals with it. Connector permissions can now be set per role, down to individual tools inside a connector. Support got the read tools, sales got the rest.
Claude release notes: connector permissions by role · 28 May 2026Source
ClaudeFor: IT admins piloting new Claude features
Turn on Cowork for one team first using SCIM groups
I wanted to test Cowork with the ops team before unleashing it on everyone. Role based access with groups synced through SCIM lets you enable Cowork for specific teams. Two weeks of ops feedback later we knew what to tell the rest of the company.
Claude release notes: RBAC groups via SCIM for Cowork · 9 April 2026Source
ClaudeFor: Analysts at companies on Bedrock, Vertex AI or Foundry
Use Claude in Excel even though your company runs Claude through Bedrock
Our company only allows Claude through our cloud provider, so I assumed the Excel add in was off limits. The Excel and PowerPoint add ins now work through an LLM gateway for Bedrock, Vertex and Foundry users. IT pointed it at our gateway and I was fixing pivot tables with Claude that same day.
Claude release notes: Office add ins through LLM gateway · 11 March 2026Source
ClaudeFor: Travellers and people killing time in a new area
Ask Claude on your phone for a quiet cafe near the station
I had 40 minutes before a train and needed somewhere with plugs. Claude on mobile can find locations and show them on maps, so I asked for quiet cafes near the station that open early. It gave a few options and I walked to the closest one.
Claude release notes: location search and maps on mobile · 3 September 2025Source
ClaudeFor: Heavy Claude in Chrome users
Save your best browser prompt as a slash command in Claude in Chrome
I kept typing the same long instruction to pull product specs off shopping pages. Claude in Chrome lets you save prompts as slash commands, so now I type my shortcut and it runs the whole thing. It is a tiny change that saves me a lot of copy and paste.
Claude release notes: slash commands in Claude in Chrome · 16 September 2025Source
ClaudeFor: Employees filing expense reports
Let Claude in Chrome upload the receipt image into the expense form
Expense portals always want the receipt attached in some awkward box. Claude in Chrome can now upload images, so I asked it to attach the taxi receipt and fill in the form fields. I just checked the totals and hit submit myself.
Claude release notes: image uploads in Claude in Chrome · 15 October 2025Source
ChatGPT
ChatGPTFor: People with a work and a personal ChatGPT account
Switch between your work and personal ChatGPT on your phone
I used to sign out of my work account just to ask something personal, and back again. On iOS and Android you can now add up to two accounts and swap from Settings, then Switch account. Each one keeps its own chats, memory and subscriptions, so nothing leaks between them.
ChatGPT release notes: account switching on mobile · 30 October 2026Source
ChatGPTFor: Workspace owners with lots of custom GPTs
Make a list of your team's custom GPTs before they retire
We had dozens of custom GPTs and nobody knew who built half of them. With custom GPTs being retired, I made a list of each GPT, its creator and who still needs it, then tested the migrated plugins before the cutoff. Doing it early meant no panic the week of.
ChatGPT release notes: custom GPT retirement · 11 September 2026Source
ChatGPTFor: Plus and Pro users trying new apps
Use your ChatGPT allowance inside an app that supports it
I tried a writing app that wanted me to paste an API key, which felt like homework. Participating apps can now let you use your ChatGPT allowance instead, with an app specific limit, in a limited preview for Plus and Pro. No key, no extra bill, I just connected my account.
ChatGPT release notes: use ChatGPT allowance in apps · 29 September 2026Source
ChatGPTFor: Hobby builders sharing what they made
Show off the Sites you built on a public ChatGPT profile
I made a little recipe site and a trip planner with ChatGPT and wanted to share both with one link. You can now set up a public profile that showcases your Sites. It is private by default and does not show your conversation titles, so I only shared what I meant to.
ChatGPT release notes: public profiles with Sites · 29 September 2026Source
ChatGPTFor: Anyone trying to understand their own health records
Tap one number in the Health tab and ask what it means
My blood test had a cholesterol number flagged in a color that scared me. In the Health tab you can select a chart, metric or record and get an explanation of it. It helped me write down sensible questions for my doctor instead of panicking.
ChatGPT release notes: Health tab explanations · 28 September 2026Source
ChatGPTFor: Developers and anyone pasting long text
Paste a giant log without wrecking the message box
I pasted a 30,000 character error log and expected the chat box to explode. Pastes over 10,000 characters now turn into an attachment automatically, and Show in text field puts it back if you want. My question stayed readable at the top.
ChatGPT release notes: large pastes as attachments · 22 June 2026Source
ChatGPTFor: Paid Android users who switch models now and then
Long press send on Android to pick a model for just one message
Most of my chats are quick, but one question about a contract needed the stronger model. On Android paid plans you can long press the send button and choose a model for that single message. The next message goes back to normal.
ChatGPT release notes: choose a model per message on Android · 22 June 2026Source
ChatGPTFor: Heavy file uploaders
Check your storage and clear out old files from the Library
I hit a storage warning and had no idea what was eating it. Settings, then Storage shows how much you are using against your plan, and you can delete files from the Library. A few big old uploads were the culprits and I was back under the limit in a minute.
ChatGPT release notes: storage settings · 15 May 2026Source
ChatGPTFor: Family members who only use WhatsApp
Set up ChatGPT on WhatsApp for a relative who hates new apps
My uncle refuses to install anything new but lives on WhatsApp. He can message 1-800-CHATGPT, that is +1-800-242-8478, with no account needed, and send voice notes and images. He now sends it photos of plants and asks if they need more water.
ChatGPT release notes: ChatGPT on WhatsApp · 13 July 2026Source
ChatGPTFor: Anyone signing up for new apps
Use Sign in with ChatGPT without worrying about your chats
A new app offered Sign in with ChatGPT and I paused, wondering what it could see. It only shares your name, email and profile picture with participating products, not your conversations or memory. So I clicked it and skipped creating yet another password.
ChatGPT release notes: Sign in with ChatGPT · 29 September 2026Source
OpenAI Codex
OpenAI CodexFor: Teams shipping auth, payments or other sensitive code
Type @codex security review on the risky pull request
A teammate opened a PR that touched our login code at 6pm on a Friday. Commenting @codex security review asks Codex to check the changes against repo context and security guidance, and you can also set it to run whenever a PR opens. It is a research preview for eligible Pro, Business, Enterprise and Edu users, not Plus.
Codex what's new: Codex Security Review for pull requests · 6 August 2026Source
OpenAI CodexFor: Pro $500 and Enterprise developers in a hurry
Switch on Ultrafast when a long refactor is eating your afternoon
I was watching Codex grind through a big rename across the repo and it felt slow. On Pro $500 and eligible Enterprise and Edu plans, Ultrafast speeds up token generation with GPT-6 Astra in Codex and Work. I turned it on for the heavy stretch and off again once the boring part was done, since usage restrictions apply.
Codex what's new: GPT-6 Astra Ultrafast · 29 September 2026Source
OpenAI CodexFor: Developers who run lots of Codex Cloud tasks
Set up your cloud environment once and reuse it for every task
Every new cloud task used to spend minutes installing the same packages. Now you can prepare and publish a Codex Cloud environment once, then each new task reuses its filesystem in its own isolated workspace. My morning bug fixes start straight away now.
Fork the CLI chat for a wild idea without losing the main thread
Halfway through a migration I wondered if a totally different approach would be simpler. Codex CLI 0.146.0 added temporary conversation forks and lets you switch between side conversations without closing them. I tried the crazy idea in a fork, it was worse, and the main chat was right where I left it.
Codex what's new: Codex CLI 0.146.0 forks and side conversations · 27 July 2026Source
OpenAI CodexFor: Developers juggling many Codex CLI sessions
Name your CLI chats like /new release prep so you can find them
I had nine CLI chats all called something vague. Since Codex CLI 0.146.0 you can name a chat as you start it with /new release prep or /clear bug bash, and pin the important ones. Release week felt a lot less like digging through a junk drawer.
Codex what's new: Codex CLI 0.146.0 named chats and pins · 27 July 2026Source
OpenAI CodexFor: Web developers running local servers
Let Codex read the dev server output instead of pasting it
I used to copy giant stack traces from my terminal into the chat. Codex can read the integrated terminal for the current chat, so it looks at the running dev server or build output itself. I just said the page is blank, check the server, and it found the missing env variable.
OpenAI CodexFor: Developers with quick one off questions
Ask Codex a quick question without picking a project folder
Sometimes I just want help writing a regex, not a whole project setup. Standalone chats let you start in Codex without choosing a project folder. I keep one open for random little questions so my real projects stay clean.
Codex what's new: standalone chats · 16 April 2026Source
Run your weekly dependency check in the same thread every time
My weekly automation used to start fresh, so Codex forgot what it found last week. Automations can now run in the same thread, so Codex picks up where it left off. This week it said the same package is still outdated and the fix from last time still applies.
Codex what's new: automations in the same thread · 16 April 2026Source
Fix a typo right inside the diff instead of asking again
Codex wrote a solid change but misspelled a config key. In Codex inside the ChatGPT desktop app you can edit inline in the diff, so I corrected it myself in two seconds. No extra round trip just to change one letter.
Codex what's new: inline editing in diffs · 9 July 2026Source
Resume a deep security scan after your laptop dies
Our deep scan was half done when my battery gave out. Hosted Codex Security plugin versions 0.1.16 to 0.1.18 added live scan progress, measured token usage and resumable deep scans. I opened the workbench, resumed it, and could see how many tokens it had already used.
Codex what's new: resumable deep security scans · 5 August 2026Source
Google Gemini
Google GeminiFor: Analysts and researchers who need to verify AI filled data
Check the web source behind every cell Fill with Gemini writes
I used the AI function in Sheets to fill in founding years for 400 suppliers and did not fully trust it. Now each cell shows the exact web sources Gemini used, right there in the cell on Sheets for the web. I spot checked the weird ones in a few minutes, and a single request can now cover up to 3,000 cells.
Workspace Updates: Fill with Gemini cell level citations · 28 October 2026Source
Google GeminiFor: Team leads and project managers on paid Workspace plans
Turn the end of a Meet call into a follow up email and tasks
The worst part of a meeting is the ten minutes after, when everyone forgets who said what. With Take notes for me on, the post meeting screen in Meet now offers routine next steps, like drafting a follow up email or adding action items to Google Tasks. I clicked both before I even closed the tab.
Workspace Updates: post meeting next steps in Meet · 12 October 2026Source
Google GeminiFor: Teams that run meetings tied to a Google Chat space
Let the meeting recap land in the team's Chat space
Half my team joins late and then asks me what they missed. When Take notes for me runs in Meet and the meeting has a Chat conversation, a recap now shows up there with the summary, key decisions, action items with owners, and links to the notes, recording and transcript. It arrives silently, so nobody gets an extra ping.
Workspace Updates: meeting recaps in Google Chat · 19 October 2026Source
Google GeminiFor: Managers running sensitive meetings
Send notes to hosts only when the recap should stay private
We had a tense budget call and I did not want a recap card sitting in the big group chat. If the host sets Send notes to Hosts and co hosts only in Meet, the recap card is not posted to the group chat. And if one does get posted, any participant can delete the card while the notes doc stays in Drive.
Workspace Updates: recap sharing settings in Google Chat · 19 October 2026Source
Google GeminiFor: Global teams and anyone working with overseas partners
Run one Meet call where everyone speaks their own language
Our supplier call had people speaking Spanish, Japanese and English, and someone kept switching mid sentence. Speech translation in Meet now covers 63 languages and detects the spoken language on its own, translating into each listener's preferred language. I turned it on just for myself from the toolbar and marked English as a language I already understand.
Workspace Updates: Meet speech translation in 63 languages · 22 October 2026Source
Google GeminiFor: Commuters and people who think better out loud
Talk a project proposal into Google Docs on your phone
Ideas always hit me in the cab after a meeting, never at my desk. Docs Live in the Google Docs mobile app lets you just talk, even ramble, and Gemini builds a structured draft while pulling context from your Gmail, Drive, Chat and the web. By the time I got to the office the proposal had headings and a first pass at the budget.
Workspace Updates: Docs Live in Google Docs on mobile · 21 October 2026Source
Google GeminiFor: Teachers using Google Classroom
See what your class actually asked the notebook you assigned
I assigned a Gemini Notebook on photosynthesis and had no idea if anyone used it. Teachers now get insight summaries in Classroom showing how students engaged, common questions, strengths and areas that need support, plus each student's chat transcript to double check. Students see a notice that their teacher can read those chats, which keeps it honest.
Workspace Updates: Gemini Notebook insight summaries in Classroom · 19 October 2026Source
Google GeminiFor: Students and researchers juggling several notebooks
Ask Gemini what all your notebooks say about one topic
I had three Gemini Notebooks from different courses and could not remember which one covered butterfly migration. In a Gemini chat you can type @Gemini Notebook and ask what your notebooks say about a topic, or list every source in one notebook. It pulled the answer and told me which notebook it came from.
Workspace Updates: Gemini Notebook connected app · 23 October 2026Source
Google GeminiFor: Workspace admins and compliance teams
Export Gemini conversations in Vault for a legal hold request
Legal asked for every Gemini conversation one team had in September. Google Vault now has Gemini in Workspace as a service, so I filtered by those users and the date range and exported JSON with prompts, responses, generated images and links to referenced files. It took one search instead of a week of emails.
Workspace Updates: Vault filtered exports for Gemini in Workspace · 22 October 2026Source
Google GeminiFor: Busy professionals on paid Workspace plans in the US
Start the work day from Gmail's AI Inbox to dos
Monday mornings used to mean scrolling 80 emails to find the two deadlines that mattered. AI Inbox is now rolling out to paid Workspace users in the US with English set to EN US, pulling suggested to dos and deadlines out of threads and summarizing topics to catch up on. I open it from the Gmail menu first thing and the deadlines are just there.
Workspace Updates: AI Inbox for paid Workspace users · 15 October 2026Source
AI image generation
AI image generationFor: Small shops and makers designing long signs or strips
Make a super wide 8:1 shop sign strip with Nano Banana 2.1
My cousin's bakery needed one long strip of art for the glass above the counter, and normal ratios kept cropping the croissants. The Gemini API image model Nano Banana 2.1 now supports panoramic ratios like 1:4, 4:1, 1:8 and 8:1 at 1K, 2K or 4K. One 8:1 render at 4K and the whole row of pastries fit.
Gemini API changelog: Nano Banana 2.1 panoramic aspect ratios · 6 October 2026Source
AI image generationFor: Event organisers and YouTubers
Turn a public YouTube video into a poster image
I wanted a poster for our community film night that actually looked like the film. The gemini-3.1-flash-image model can take a video, even a public YouTube URL, and make images like thumbnails or posters from it. I pasted the trailer link and asked for a moody poster with the title on top.
Gemini API changelog: video to image input · 28 May 2026Source
AI image generationFor: Ecommerce teams on Firefly Creative Production for Enterprise
Color grade a whole product shoot at once in Firefly
Our product photos came from three different photographers and looked like three different brands. Firefly Creative Production can color grade multiple images at the same time with consistent adjustments. I applied one warm look across 200 shots and the catalog finally felt like one set.
Adobe Firefly what's new: color grade multiple images · 25 October 2026Source
AI image generationFor: Designers with big generation histories
Find that one old Firefly image by describing it
I knew I had made a blue tiger illustration months ago but had no clue what it was called. Firefly now has semantic search, so you describe what you want in plain words and it surfaces matches from your generation history without exact filenames. I typed blue tiger in a jungle and there it was.
Adobe Firefly what's new: semantic search · 25 October 2026Source
AI image generationFor: Brand designers and nonprofits with lots of volunteers
Train a Style ID in Illustrator so new designs look on brand
Every flyer our volunteers made looked a bit off brand. Firefly Design Intelligence in Illustrator learns your brand's colors, fonts, logos and layouts through Style IDs, then generates designs that follow those rules. I trained one on our old posters and the next batch of flyers looked like they came from the same hand.
AI image generationFor: Beginners and anyone facing a blank canvas
Follow a Quick Guide in Firefly Boards when you do not know where to start
I opened a blank Board for a client moodboard and just stared at it. Quick Guides in Firefly Boards walk you through structured workflows step by step. I picked one, followed along, and had a real starting point in ten minutes.
Adobe Firefly what's new: Quick Guides in Boards · 25 October 2026Source
AI image generationFor: People selling things online
Clean up a listing photo in Firefly's Edit tab
The photo of my old bike for sale had a bin in the background and was cropped too tight. In Firefly's Edit tab you can remove objects, swap backgrounds, expand the frame and upscale. Bin gone, frame wider, sharper photo, and it sold that weekend.
Adobe Firefly what's new: Edit tab · 25 October 2026Source
AI image generationFor: Busy people who create on the go
Make the party invite on your phone with Firefly for iOS
The birthday plan changed at the last minute and I was nowhere near my laptop. The Firefly iOS app lets you create images, videos, sounds and edits on your phone. I made a fresh invite on the bus and sent it before I got off.
Adobe Firefly what's new: Firefly on iOS · 25 October 2026Source
AI image generationFor: Marketing teams with strict brand guidelines
Check a campaign against brand rules before it goes out
Legal kept catching logo mistakes after we had already printed things. Adobe Brand Intelligence applies brand rules to validate and assemble assets across workflows. Now we run the campaign through it first and fix the problems while they are still cheap.
AI image generationFor: Marketing teams in companies using Firefly Creative Production
Run a batch of up to 500 assets through a ready made interface
Our design lead built a workflow for seasonal banners and the rest of us were scared to touch it. Firefly interfaces (beta) wrap expert built production workflows in a simple screen, and you can run batch jobs with up to 500 input assets. I dropped in our product shots and got the whole set without opening the workflow.
Adobe Firefly what's new: interfaces (beta) · 25 October 2026Source
AI video generation
AI video generationFor: Developers adding video to their apps
Add cheap image to video to your app with TBC mischief 1
I am building a small app that animates old family photos and needed it to stay cheap. TBC's mischief 1 image to video model is on fal and OpenRouter at $0.005 per second, so a 5 second clip is about 2.5 cents, and it is pitched as 5x faster than base Wan 2.2. That price let me offer a free tier without losing sleep.
TBC press release: mischief 1 image to video model · 30 October 2026Source
AI video generationFor: People making tutorials and walkthroughs
Record your screen and face straight into the Firefly timeline
I make short how to videos for my team and juggling a separate recorder was a pain. Firefly's timeline can now record your screen and webcam, with or without audio. I hit record, walked through the dashboard, and the clip was already in my edit.
Adobe Firefly what's new: record screen and webcam · 25 October 2026Source
AI video generationFor: Social media managers repurposing videos
Turn a wide video into a vertical one without losing the speaker
Our talk was filmed wide and the vertical version kept cutting off the speaker's head. Auto reframe in the Firefly video editor (beta) changes the aspect ratio and keeps the main subject in frame through the whole video. One click and the Reels version actually followed her across the stage.
Adobe Firefly what's new: auto reframe · 25 October 2026Source
AI video generationFor: Travellers and families with too much footage
Get a first cut of your holiday clips with Quick Cut
I came back from a trip with 60 random clips and zero energy to edit. Quick Cut in the Firefly video editor (beta) uses your prompt to pull and sequence the key moments from multiple clips into a first draft. I asked for a two minute story of the trip and then just tidied it up.
Adobe Firefly what's new: Quick Cut · 25 October 2026Source
AI video generationFor: Founders and creators narrating their own videos
Record your own voiceover right in the timeline
I wanted my own voice on the product demo, not a robot. Record voiceover in the Firefly timeline lets you add one or more voiceovers to a video or image and then edit their properties. I recorded three takes over the clip and kept the one where I did not trip over the price.
Adobe Firefly what's new: record voiceovers in timeline · 25 October 2026Source
AI video generationFor: Indie filmmakers and hobbyists
Generate the next scene from any frame of your clip
My short film ended too abruptly and I had no more footage. Firefly's browser based video editor (beta) can generate new scenes from any frame. I picked the last frame of the beach shot and generated a slow pan out to the sunset.
Adobe Firefly what's new: generate scenes from any frame · 25 October 2026Source
AI video generationFor: Video editors working on client projects
Make a commercially safe background track that fits your video
I got a copyright claim on a client video once and never want that again. Generate music in Firefly composes original tracks that are commercially safe and match the vibe and style of your video. I described it as calm, hopeful, with light piano and used it on the client reel.
Adobe Firefly what's new: Generate music · 25 October 2026Source
AI video generationFor: Small businesses reaching customers in other languages
Translate your explainer video into Hindi with Firefly
Our explainer worked great in English but half our customers prefer Hindi. Firefly Translate video supports languages including Hindi, Spanish, Japanese, Korean and Simplified Chinese, and on the web it works for single speaker videos. Lip sync is enterprise only, so I kept the speaker shots short.
Adobe Firefly Help: Translate video · 31 October 2026Source
AI video generationFor: Streamers and motion designers making overlays
Generate a 5 second clip with a transparent background for overlays
I needed a little animated mascot to drop on top of our livestream. In Firefly, go to Video, Generate video with the Firefly Video model and turn on the transparent background toggle in Advanced settings. You get a 24fps 5 second clip as a ZIP with the foreground and an alpha video, ready to layer.
Adobe Firefly Help: generate videos with transparent backgrounds · 31 October 2026Source
AI video generationFor: Developers and creators generating video through the API
Preview at 360p, then render the keeper in 4K with Gemini Omni
I was burning time rendering every test at full quality. Gemini Omni 1.1 Flash in the Gemini API has a resolution setting of 360p, 720p, 1080p or 4k, where 4k is upscaled. I now rough out ideas at 360p and only render the final at 4k.
Gemini API changelog: Gemini Omni 1.1 Flash resolution · 27 August 2026Source
Claude Code
Claude CodeFor: Developers who want a hard boundary around file edits
Stop Claude Code from writing anywhere outside your project
I once watched an agent happily edit a file in my home folder and my heart skipped. The new permissions.blockWritesOutsideWorkingDirectories setting makes Write, Edit and NotebookEdit refuse paths outside the working directories in every permission mode. I added it to my settings and now the blast radius is just the repo.
Claude Code changelog 2.1.314: blockWritesOutsideWorkingDirectories · 30 October 2026Source
Claude CodeFor: Developers with long running sessions
Leave a huge session for lunch without paying to reprocess it
I left a 250K token session open over lunch and came back worried about the cost of my next message. Claude Code now compacts a 200K+ token conversation left idle for about 54 minutes, before the one hour prompt cache expires. If you would rather not, there is an Idle compaction row in /config to turn it off.
Claude Code changelog 2.1.299 and 2.1.302: idle compaction · 14 October 2026Source
Claude CodeFor: Teams using Claude Code Review on GitHub
End the always on review for one PR with @claude review stop
I had set @claude review always on a long lived PR and it kept reviewing every tiny push. Commenting @claude review stop, or off, or pause, ends that subscription without kicking off another review. The noise stopped and the PR finally got quiet enough to merge.
Claude Code changelog 2.1.307: @claude review stop · 21 October 2026Source
Claude CodeFor: Developers using auto mode
Teach auto mode about your project with /auto-mode-setup
Auto mode kept stopping to ask about things that are totally normal in our repo. /auto-mode-setup is a guided setup that reads your project and recent sessions so auto mode learns your environment. After running it, the pointless pauses mostly went away.
Claude Code changelog 2.1.304: /auto-mode-setup · 19 October 2026Source
Claude CodeFor: Pro and Max subscribers watching usage
Start fresh when resuming an old chat would eat your 5 hour limit
I went to resume a week old conversation and Claude Code warned me it would use a noticeable share of my 5 hour limit. On Pro and Max you can resume anyway or start a new conversation, and Claude can look up the old one if you mention it. I started fresh and kept my limit for real work.
Claude Code changelog 2.1.304: resume usage warning · 19 October 2026Source
Claude CodeFor: Engineering leads managing Code Review
Set Deep reviews for the payments repo and Quick for the docs
Our docs repo did not need the same review as our billing service. Code Review now has levels, so Owners pick Quick, Standard or Deep for the org and can give each repo its own level. Payments got Deep, docs got Quick, and nobody complained.
Claude Code changelog 2.1.304: Code Review levels · 19 October 2026Source
Claude CodeFor: Anyone who used standalone Claude Design
Move your designs before standalone Claude Design closes
I saw a notice in /design-sync and almost ignored it. It says standalone Claude Design at claude.ai/design closes by December 14, 2026. I put a reminder in my calendar to sort out the projects I still use well before that.
Claude Code changelog 2.1.302: Claude Design closing notice · 16 October 2026Source
Claude CodeFor: Teams relying on hooks for guardrails
Make a broken safety hook block the action instead of letting it slide
Our secret scanning hook timed out once and the commit went through anyway. Command and HTTP hooks can now use onFailure: "block", so a hook that cannot start, times out or exits oddly blocks the action. A flaky check is no longer a free pass.
Claude Code changelog 2.1.295: hook onFailure block · 8 October 2026Source
Claude CodeFor: Data scientists and anyone working with formulas
Read Claude's math explanations properly in VS Code
I asked Claude to explain the formula behind our ranking score and got a wall of dollar signs. The VS Code extension now renders LaTeX math in replies, inline and in blocks. The equation finally looked like an equation.
Claude Code changelog 2.1.301: LaTeX in VS Code · 15 October 2026Source
Claude CodeFor: Developers who queue messages mid task
Click the hint to send a queued message right away
I queued a follow up while Claude was busy, then realised it was urgent. In fullscreen you can now click the to send now hint under a queued message and it goes immediately, same as pressing its key. Small thing, but my hand was already on the mouse.
Claude Code changelog 2.1.312: click to send · 27 October 2026Source
Meta Muse
Meta MuseFor: Anyone thinking about starting over with Muse
Download your Muse data before you hit Reset
I wanted a clean start with Muse but did not want to lose the trip notes. Settings, then Data controls, then Download your Muse data gives you a copy of your chats and files first. After that I reset it, knowing Reset deletes everything and cannot be undone.
Meta Help: how to manage your Muse data · 12 September 2026Source
Meta MuseFor: Anyone who wants an agent to let go of one part of the past
Ask Muse to forget your ex, or any topic you are done with
After a breakup I did not want my agent bringing up old dinner plans. Muse has a forget skill, so I just asked it to forget anything about that person. It searches its memories and files and removes what it can, and I can check MEMORY.md after to see what is left.
Meta Help: Muse forget skill · 12 September 2026Source
Meta MuseFor: People who want their agent to feel more like them
Rewrite your Muse's Soul file so it stops being so chirpy
My Muse was a bit too cheerful at 7am. Tap the Assistant icon, then Identity, then Soul, and you can edit the Soul.md file that holds its core truths, boundaries and personality. I added a line saying keep it calm and short before coffee, and the mornings got better.
Meta Help: edit Soul.md in Muse · 12 September 2026Source
Meta MuseFor: Anyone whose plans changed
Delete the goal you gave up on so the check ins stop
I set a goal to run a 10K and then my knee said no. Muse kept sending friendly check ins that just made me feel bad. In the Goals tab you can tap the goal, open the three dot menu and delete it, and the nagging stops.
Meta Help: delete goals in Muse · 12 September 2026Source
Meta MuseFor: Privacy minded users
Switch off Help improve our AI models if you would rather not share
I talk to Muse about work stuff and wanted my chats kept out of training. Go to Settings, Data controls, toggle off Help improve our AI models, and confirm. The change also applies to your earlier interactions, which I did not expect.
Meta Help: Muse AI model improvement setting · 12 September 2026Source
Meta MuseFor: Friend groups and anyone who wants a quick little web tool
Get Muse to build a tiny tip splitter you can open in the browser
Every dinner with friends ends with five phones doing math. Muse can build interactive single page tools you open in your browser, so I asked for a tip and bill splitter with our usual names already in it. Now someone just opens the link and the argument is over.
Meta Help: how to use Muse with artifacts · 12 September 2026Source
Meta MuseFor: Renters and anyone stuck with a long PDF
Upload the lease PDF and ask what is on page 3
The landlord kept saying it is all on page 3. I uploaded the PDF to Muse and asked exactly that, what is on page 3. Then I asked it to summarize the key points about the deposit, all in the same chat.
Meta Help: read uploaded files with Muse · 12 September 2026Source
Meta MuseFor: People who keep a simple monthly budget
Tell Muse to add a row for March without uploading the sheet again
I made a budget spreadsheet with Muse in February and forgot where I saved it. Turns out I did not need it. Muse remembers files from your conversation, so I just said update my budget spreadsheet and add a row for March, and it confirmed what changed.
Meta Help: edit existing files with Muse · 12 September 2026Source
Meta MuseFor: Online shoppers who want a safety net
Pay with Link when Muse buys something so price drops are covered
Muse found the headphones I wanted and asked for approval before buying. I chose Link by Stripe, which issues a one time card number and offers coverage on eligible purchases, including price drops and returns. Two days later the price fell, and that coverage was why I picked it.
Meta Help: how Muse works with payments · 26 September 2026Source
Meta MuseFor: Fast thinkers and people who add details as they remember them
Keep typing follow ups without waiting for Muse to finish
My brain does not work turn by turn. With Muse you do not have to wait for a reply before sending the next thing, and you do not need to repeat the context. I fired off three extra details about the party while it was still working and it folded them all in.
Meta Help: how to get started with Muse · 12 September 2026Source
OpenAI Dots
OpenAI DotsFor: Pro and Business Premium users with a dot
Chat with your dot freely, but watch the Work and Codex jobs
I was rationing my messages to my dot like it was mobile data in 2010. Conversations with your dot do not count toward your ChatGPT usage limits, but tasks it starts in Work or Codex count toward those products' limits. So I chat as much as I like and think twice before kicking off a giant Codex job.
OpenAI DotsFor: Teams who want a clear line between a person and their dot
Give your dot its own Slack account so its posts are clearly its own
People in our workspace kept thinking my dot's messages were me typing at 2am. You can set up a separate Slack account for your dot, giving it its own identity and access. It can still use the plugins you already connected to ChatGPT.
OpenAI Help: dots permissions and Slack account · 29 October 2026Source
OpenAI DotsFor: Texting beta users who need quiet time
Reply STOP when you want a break from your dot's texts
During exam week I did not want any buzzing at all. Replying STOP stops texts from your dot, and you can also go to its profile and choose Texting, then Turn off texting. It does not delete your past conversations or saved memories, so nothing was lost when I came back.
OpenAI Help: stop texts from your dot · 31 October 2026Source
OpenAI DotsFor: Anyone texting their dot
Keep the really sensitive stuff out of texts to your dot
I almost texted my dot my bank details before checking. Texts go through Linq, a third party messaging provider, so they are not end to end encrypted between you and your dot, even on iMessage or RCS. For private things I use the ChatGPT app instead.
OpenAI Help: are texts to my dot end to end encrypted · 31 October 2026Source
OpenAI DotsFor: Android and older phone users
Use iMessage or RCS, not plain SMS, to text your dot
My old phone fell back to SMS and my dot got nothing. SMS is not supported, so you may get an automatic reply asking you to use iMessage, RCS or the ChatGPT app, and your carrier's SMS rates still apply. I switched RCS on in my messages app and it worked.
OpenAI Help: SMS not supported for dots · 31 October 2026Source
OpenAI DotsFor: Anyone letting a dot send emails
Ask your dot to recall the email it sent to the wrong person
My dot sent a draft quote to the wrong Rahul. If your dot makes a mistake you can ask it to fix it, and it may be able to undo actions like reversing document edits or recalling an email. It recalled it, and I learned to be more specific with names.
OpenAI Help: dots privacy and safety FAQ, fixing mistakes · 29 October 2026Source
OpenAI DotsFor: Every dot owner
Turn on MFA before your dot gets access to everything
Once my dot had my email and calendar, my ChatGPT login suddenly felt like the keys to the house. OpenAI suggests turning on multi factor authentication in Settings, then Security and login. Took two minutes and I sleep better.
OpenAI Help: keeping your account secure with dots · 29 October 2026Source
OpenAI DotsFor: Shoppers using their dot for repeat orders
Approve your dot's purchase with the card saved on the store
I wanted my dot to reorder dog food from the shop where my card is already saved. It can buy with a card saved on a merchant's website, but each purchase needs your approval. You can approve ahead of time only when the approval specifically covers that purchase, so I said exactly which bag and price.
OpenAI Help: purchases with saved cards · 29 October 2026Source
OpenAI DotsFor: People who want their dot to see or hear through their computer
Give the ChatGPT app camera access if you want your dot to see
I wanted my dot to look at a whiteboard through my laptop camera and it just could not. You need to connect your computer to your dot and also allow the ChatGPT app to use the camera, microphone or screen in your device settings. Once both were done it read the whiteboard fine.
OpenAI Help: camera, microphone and screen access · 29 October 2026Source
OpenAI DotsFor: People resetting or deleting a dot
Clean up your dot's files separately after deleting it
I deleted my test dot and was surprised the files it made were still around. Files, Codex threads and ChatGPT conversations your dot created are stored separately and are not deleted with it. I went through the Library and removed the old drafts myself.
OpenAI Help: what happens when you delete your dot · 29 October 2026Source
OpenAI DotsFor: Anyone sharing photos with their dot
Save the important photos to Drive because your dot will not keep them
I sent my dot a photo of my passport page thinking it would remember the number. Your dot's context does not keep images, screenshots or credentials, and files elsewhere follow that location's rules. Now the stuff I need again goes to Drive, and I just tell the dot where it is.
OpenAI Help: what information your dot retains · 29 October 2026Source
OpenAI DotsFor: People who prefer talking to typing
Call your dot from the app, because it will not call you
I kept waiting for my dot to ring me about the flight change. At launch your dot cannot start calls to you, and you cannot call its texting number either. Open its conversation in the ChatGPT mobile app and tap the phone button.
OpenAI Help: calling your dot · 31 October 2026Source
OpenAI DotsFor: Anyone with a recurring dot task
Move your dot's morning check to 7:30 instead of 7
My dot's calendar rundown came at 7 while I was still asleep. To change it, select the task in Recent activity in your dot's profile or open the Scheduled section, then open the task to change the repeat schedule, time or completion notifications. Now it arrives with my chai.
OpenAI Help: schedule tasks and receive updates · 31 October 2026Source
Check the task for a separate sign in when an approved action stays stuck
I approved the upload and my dot still said it was blocked. OpenAI says to open the affected task and look for a separate sign in, connection or approval request, and check your custom rules. Sure enough, Google Drive wanted me to reconnect.
OpenAI Help: approved an action but it is still blocked · 31 October 2026Source
OpenAI DotsFor: People who use more than one computer
Look for the task on its original computer after you switch machines
I switched my dot to my new laptop and could not find yesterday's task. Changing your dot's selected computer does not move an existing task, so check the task's original computer or cloud environment. It was sitting on the old desktop the whole time.
OpenAI Help: can't find your dot's work or files · 31 October 2026Source
OpenAI DotsFor: Teams using ChatGPT Space with dots
Schedule Page updates in chat, not by writing it on the Page
I wrote update weekly at the top of our Space Page and expected magic. Writing a cadence on a Page does not schedule anything, and Keep Updated is not available at launch. I asked my dot in chat to refresh the Page every Monday instead.
ChatGPT docs: agents in Space · 31 October 2026Source
OpenAI DotsFor: Teams sharing Pages in ChatGPT Space
Agree who edits what when everyone brings their own agent to a Page
Three of us asked our own dots to improve the same Space Page at once and it turned into a mess. Collaborators may each use their own agent with different tools or instructions, so agree who is changing what and review the result. We split it by section and the chaos stopped.
ChatGPT docs: agents in Space, collaboration · 31 October 2026Source
OpenAI DotsFor: Teams using a dot in Slack
Tell your dot which Slack channels to watch, not just add it
I added my dot to the support channel and assumed it would keep an eye on things. Adding it to a channel does not set up monitoring, you have to say which channels to check, what to watch for and when to tell you. Once I spelled that out and it confirmed the recurring task, it actually watched.
ChatGPT docs: dots channels, Slack monitoring · 31 October 2026Source
OpenAI DotsFor: Anyone whose dot missed an instruction
Give corrections inside the task that went wrong
I told my dot in the main chat that the report used the wrong month, and the task did not budge. Each task has its own conversation and does not automatically get everything you said elsewhere. I opened the task itself, gave the right month and the file, and it fixed it.
OpenAI Help: my dot missed an instruction · 31 October 2026Source
OpenAI DotsFor: People with more than one ChatGPT account
Open chatgpt.com/dots when you cannot find your dot
I could not find my dot after switching to my work login. First check you are in the right account and workspace, then open chatgpt.com/dots. It was in my personal account all along.
OpenAI Help: I can't find my dot · 31 October 2026Source
Claude Duet
Claude DuetFor: People about to join the Claude Duet waitlist
Use the same email for the waitlist, Claude and your phone
I joined the Duet waitlist with my old email and then wondered why nothing worked. Access is tied to the email you gave, so it has to match your Claude account and the Apple or Google account on your phone. Sort that out before your invite lands and setup takes minutes.
Claude Help: get started with Claude Duet, access · 31 October 2026Source
Claude DuetFor: Microsoft 365 users curious about Duet
Hold off on Duet for Outlook mail since Microsoft 365 is not there yet
My whole work life is in Outlook, so I checked before getting excited. Microsoft 365 is not available in Duet yet, and some connectors like Slack work with limits. For now I point Duet at my personal Gmail and calendar where it can actually help.
Claude Help: Claude Duet limitations · 31 October 2026Source
Claude DuetFor: Claude users who also use Duet
Keep the plan in a normal Claude chat so Duet can find it
I wrote my product launch plan inside a Claude project and Duet acted like it had never seen it. Duet searches your Duet chats and your Claude chats outside of projects, and it cannot see all of your projects. Now I keep the stuff I want Duet to use in regular chats.
Claude Help: Claude Duet past chat search · 31 October 2026Source
Claude DuetFor: People mixing Claude and Duet for documents
Ask Duet for a fresh file instead of editing your Claude work
I asked Duet to tweak a document I had made in Claude and it could not. Duet can read your work in Claude but cannot change it. So I asked it to make a new version, which showed up in the Make tab ready to edit.
Claude Help: Claude Duet limitations · 31 October 2026Source
Claude DuetFor: Pro subscribers using Duet daily
Remember the morning brief also counts toward your limits
I hit my weekly limit on Thursday and could not figure out why, I had barely chatted. Duet's background work, like the morning brief and check ins, counts toward your five hour and weekly limits at the same rate as chats. Knowing that, I saved heavy research chats for days I really needed them.
Claude Help: Claude Duet usage limits · 31 October 2026Source
Claude DuetFor: People waiting on a Claude Duet invite
Set up your skills and connectors in Claude before your Duet invite
Duet runs on your Claude account, so the memory, skills and connectors you already set up are there from the first message. While I waited for my invite I connected Gmail, Calendar and QuickBooks in Claude. My first Duet message was useful instead of a setup session.
Claude Help: how Claude Duet works · 31 October 2026Source
Claude DuetFor: Small business owners using clunky supplier sites
Do the tricky website step yourself since you cannot take over Duet's browser
There is one supplier portal with a weird captcha that always trips agents up. You cannot watch Duet work in its browser or take it over during the preview. So I ask Duet to do everything around it and I handle that one portal myself.
Claude Help: Claude Duet limitations · 31 October 2026Source
Claude DuetFor: Small business owners juggling many tools
Have Duet build one dashboard from all your business tools
Checking sales, support and ads in four tabs every morning was killing me. Anthropic says you can hand Duet bigger jobs like building dashboards across dozens of tools. I asked for one page with yesterday's orders, open tickets and ad spend, and review it with my coffee.
Anthropic: Introducing Claude Duet · 21 October 2026Source
Claude DuetFor: Founders preparing for loans or investor chats
Ask Duet for a sales forecast for the next quarter
My bank wanted a forecast and I had been putting it off for weeks. Creating financial or sales forecasts is one of the bigger jobs Anthropic lists for Duet. I gave it access to last year's numbers and it came back with a forecast I could poke at and adjust.
Anthropic: Introducing Claude Duet · 21 October 2026Source
Claude DuetFor: Founders and product people doing customer research
Let Duet line up your customer interviews
I wanted to talk to ten customers but the back and forth scheduling put me off. The team behind Duet uses it to schedule user interviews, and that is exactly what I copied. Duet drafted the invites for my approval and slotted people into my free afternoons.
Anthropic: Introducing Claude Duet · 21 October 2026Source
30 October 2026 (120 ideas)
Grok Bot
Grok BotFor: Families and anyone who likes a bit of seasonal fun
Give your Bot a pumpkin head for Halloween week
My nephew asked why my assistant was just a plain little shape, so we fixed that. For Halloween you can give a Bot a pumpkin shape when you create it or change its avatar later. It is a silly thing, but it made the kid actually want to ask it stuff.
Grok Bot changelog v0.75.5: pumpkin avatar · 23 October 2026Source
Grok BotFor: Language learners and anyone who finds fast audio hard to follow
Slow the voice call to half speed while you learn a language
When I practice Hindi phrases on a call, normal speed just runs me over. Voice calls now offer 0.5x speed, so I can actually catch each word and repeat it back. It feels like talking to a patient tutor who never sighs.
Grok BotFor: People who use their Bot for heavy video or data work
Let your Bot tell you which big files are eating its disk
A long video project filled up the Bot's computer and I had no clue what was taking the space. Now when it runs low, the Bot tells me once, names the biggest files and only deletes them if I agree. I picked two old exports, kept the rest, and got on with my day.
Grok Bot changelog v0.71.2: low disk warning · 14 October 2026Source
Grok BotFor: Busy professionals living in Outlook
Clear out a messy Outlook folder in one go
After a week away I had two hundred promo emails sitting in Outlook. I asked my Bot to archive the old newsletters and mark the rest as read, and it handled them in one step instead of one by one. It can also move, delete or flag many messages the same way.
Grok Bot changelog v0.71.2: bulk Outlook actions · 14 October 2026Source
Grok BotFor: Anyone who fills in delivery or billing addresses a lot
Type the ZIP and let the address fill itself in
Filling in a shipping address on a tiny form is my least favourite chore. Address fields in forms and the Vault now suggest streets as you type, and a ZIP code fills in the city and state. Fewer typos, fewer parcels going to the wrong town.
Grok Bot changelog v0.77.0: address suggestions · 26 October 2026Source
Grok BotFor: First time users setting up a second or third Bot
Describe the helper you want and let it find a template
I knew I wanted a Bot that watches my freelance invoices, but I did not want to build it from scratch. I just described it, and my Bot found a template that fit and linked it right in the chat. Starting from something close saved me a whole evening of fiddling.
Grok Bot changelog v0.70.2: template finder · 11 October 2026Source
Grok BotFor: Designers, marketers and Notion heavy teams
Work on the Canva design without leaving the chat
Connectors that come with an app, like Figma, Notion and Canva, can now show that app as an interactive card in the chat. I asked for tweaks to a Canva poster and checked the result right there instead of jumping between tabs. Small change, but my brain stays in one place.
Grok BotFor: Commuters and people who think of tasks on the move
Call your Bot from the car and let it start the work
I remembered a report task while driving and just called my Bot from my phone. The call wakes the Bot's sleeping computer, so after I hang up it can keep working with what I said. By the time I parked, the draft was waiting.
Grok Bot changelog v0.71.2: voice calls wake the computer · 14 October 2026Source
Grok BotFor: Marketers, founders and social media managers
Find the X posts that actually got traction last week
I wanted the posts about a product launch that people really engaged with, not every random mention. Bot searches on X with date limits and minimum likes or reposts now return posts instead of being rejected. So I asked for last week only, at least 100 likes, and got a clean shortlist.
Grok Bot changelog v0.71.2: filtered X search · 14 October 2026Source
Grok BotFor: Anyone who keeps payment details in their Bot's Vault
Ask your Bot to update the card that just got renewed
My bank sent a new card and I dreaded updating it everywhere. Bots can now update a saved Vault entry's name, hint and card details for you, so I just asked in chat. The next checkout used the new card without me digging through settings.
ClaudeFor: Admins and team leads running Claude for a company
Ask your team what would break if Claude vanished tomorrow
Usage numbers never told our admin whether Claude actually mattered to people. In-app surveys come with default questions like what would break if you lost access tomorrow, and admins can export the answers to a spreadsheet. Now the renewal conversation has real quotes in it, not guesses.
Claude: smart reports, surveys and pooled budgets · 28 October 2026Source
ClaudeFor: Admins managing spend across teams
Give the design team one shared Claude budget with alerts
Instead of every person having their own limit, a group can share one monthly budget. Members can request more right from inside Claude, and admins get email alerts at 50, 75, 95 and 100 percent. No more surprise end of month freeze for the people doing the heavy lifting.
Claude: smart reports, surveys and pooled budgets · 28 October 2026Source
ClaudeFor: Lawyers, paralegals and law students
Run a cite check on the brief before it goes out
A junior associate once told me her worst nightmare was a misquoted case in a filed brief. Claude's legal artifacts include a cite check that flags quotes that do not match, wrong page numbers and claims the source does not support. It is a second pair of eyes before the partner reads it.
Claude: artifacts for legal work · 28 October 2026Source
ClaudeFor: In house legal teams and HR
Line up every non compete clause in one table
Reading forty employment contracts for the non compete terms is a whole weekend. A tabular review puts each contract in a row, pulls out things like severance or non competes, and links back to the exact language. You check the odd ones instead of reading everything twice.
Claude: artifacts for legal work · 28 October 2026Source
ClaudeFor: Compliance officers and legal ops
See which coming regulations will hit you first
Compliance folks I know keep a sad spreadsheet of upcoming rules. A regulatory horizon scan lays them out on a timeline and ranks them by impact, so the scary ones sit at the top. It is a much easier thing to put in front of leadership.
Claude: artifacts for legal work · 28 October 2026Source
ClaudeFor: Financial advisors and wealth managers
Turn the client meeting transcript into a recap and CRM tasks
Financial advisors spend ages after each meeting writing it all up. With Claude for financial advisors, a transcript becomes a client summary, a recap email and CRM tasks. The advisor reviews it, tweaks a line or two, and gets to the next client on time.
Claude for financial advisors · 27 October 2026Source
ClaudeFor: Advisors and planners handling estate work
Check the estate plan against how the accounts are actually titled
A plan can say one thing while the beneficiary forms quietly say another. Claude can build an estate and tax brief that checks the estate plan against account titling and beneficiaries. Catching that mismatch early saves a family a lot of pain later.
Claude for financial advisors · 27 October 2026Source
ClaudeFor: Nonprofit staff and volunteers
Teach Claude where your nonprofit keeps donor data and grant files
Small nonprofits always have that one person who knows where everything lives. The Map your organization starter has Claude learn where things like donor data and grant files are kept and saves it with memory. When that person goes on leave, the knowledge does not walk out with them.
Claude: expanding Claude for nonprofits · 26 October 2026Source
ClaudeFor: Nonprofit teams with an AI use policy
Ask whether your AI policy allows this before you paste it in
Staff at nonprofits often freeze because they are not sure what the AI policy permits. The Check what your AI policy allows starter lets them just ask, can I use Claude for this. A quick clear answer beats an awkward email to the director.
Claude: expanding Claude for nonprofits · 26 October 2026Source
ClaudeFor: Enterprise admins watching cost
Switch on efficient mode for everyday work in Claude Enterprise
Not every task needs the biggest model, and finance teams know it. Efficient mode keeps the unified Claude Enterprise experience but runs it on Sonnet and Haiku models. It is a sensible default for routine work while the heavy jobs get more power.
Claude: unified Claude Enterprise · 23 October 2026Source
ChatGPT
ChatGPTFor: iPhone users who use voice while doing other things
Keep the voice chat going on your Lock Screen while you cook
I was asking ChatGPT for recipe steps with flour all over my hands. Content from a Live voice conversation can now show on the iPhone Lock Screen and in the Dynamic Island. Turn on Background conversations in Settings, Voice and the chat keeps going while the phone is locked.
ChatGPT release notes: Live voice on your Lock Screen · 11 September 2026Source
ChatGPTFor: Students, researchers and small teams
Share the thesis folder with your advisor as a viewer
I wanted my advisor to see my research files without being able to change them. Library sharing lets you invite specific people as Viewer or Editor, and they find it under Shared with me. One heads up from the notes: files you upload to someone else's shared folder belong to that folder's owner.
ChatGPT release notes: share files and folders from your Library · 11 September 2026Source
ChatGPTFor: Freelancers and teams whose files live in Box, Dropbox or SharePoint
Ask ChatGPT about a whole Dropbox folder without uploading it
Our client files live in Dropbox and re uploading them always felt silly. Box, Dropbox and SharePoint now sit in ChatGPT Library next to Google Drive. Pick a folder and ask ChatGPT to compare or summarize the files inside, with citations back to the source.
ChatGPT release notes: Box, Dropbox and SharePoint in Library · 11 September 2026Source
ChatGPTFor: Privacy conscious users of any plan
Spend ten minutes in the Privacy Center before you connect more apps
Before handing ChatGPT my email and calendar, I wanted to know what it actually keeps. Privacy Center puts info about chat privacy, memory, data use, connected apps and account security in one place, with links to the settings. On the web it is under your account menu, Help, Privacy Center.
ChatGPT release notes: Privacy Center · 23 September 2026Source
ChatGPTFor: People with sensitive work or a lot of history in ChatGPT
Lock down your ChatGPT account with passkeys and recovery keys
A friend had her account hijacked through an old email sign in code. Advanced Account Security turns off weaker paths like passwords and email or SMS codes and uses passkeys or security keys instead, plus recovery keys. Just save those recovery keys somewhere safe, because recovery gets strict.
ChatGPT release notes: Advanced Account Security · 30 April 2026Source
ChatGPTFor: People who think better out loud
Start a spreadsheet task by voice and let it finish in text
I described a budget spreadsheet out loud while walking to the station. Voice now works in ChatGPT Work, and when you end the call an unfinished task can keep going in text. I hung up at the platform and the sheet was done by the time I sat down.
ChatGPT release notes: Voice in Work · 23 September 2026Source
ChatGPTFor: Anyone who has published a ChatGPT Site
Rename your ChatGPT Site link without breaking the old one
I named my event Site something embarrassing in a rush. Site owners on Plus and Pro can now change the ChatGPT hosted URL, and the old address redirects to the new one, routes included. The links already sent around in the group chat still work.
ChatGPT release notes: choose a new URL for a Site · 20 August 2026Source
ChatGPTFor: Writers, marketers and anyone picky about tone
Write a proper style guide into your custom instructions
1,500 characters was never enough to explain how I like my writing. Custom instructions now allow up to 5,000 characters on Plus, Pro, Business, Enterprise and Education. I pasted in my tone rules, banned phrases and a few examples, and the answers finally sound like me.
ChatGPTFor: Tinkerers and indie builders on Pro or Business
Build your reading club bot on the API credits your plan includes
I had an idea for a tiny bot for my reading club but did not want to pay for API usage. Eligible Pro and Business subscribers can activate promotional API credits for a linked API organization. They are separate from ChatGPT usage, so check the eligibility page before you start building.
ChatGPT release notes: API credits for eligible plans · 29 October 2026Source
ChatGPTFor: Teams who live in Microsoft OneNote
Pull the decisions and action items out of messy OneNote pages
Our team notes in OneNote are a pile of half sentences. The OneNote plugin can find and summarize notes, gather decisions and action items, and create or update notes. Ask it for everything decided last month and you get one tidy list.
ChatGPT release notes: OneNote plugin · 11 September 2026Source
OpenAI Codex
OpenAI CodexFor: Small dev teams and open source maintainers
Have Codex review every new pull request in GitHub Actions
The openai/codex-action@v1 action runs Codex inside a GitHub Actions workflow, and the sample reviews new pull requests and posts the response back on the PR. Store your key as a secret like OPENAI_API_KEY and point it at a prompt file. Now no PR sits there without a first look.
OpenAI Learn: Codex GitHub Action · 30 October 2026Source
OpenAI CodexFor: Developers who care about secrets hygiene
Use a hook to stop yourself pasting an API key into Codex
I once pasted a live key into a prompt and felt my stomach drop. Codex hooks in ~/.codex/hooks.json can run on events like UserPromptSubmit or PreToolUse. A small script that checks for key patterns can block the prompt before it ever goes out.
OpenAI CodexFor: Developers juggling more than one task in a repo
Hand a chat off to a worktree and keep coding locally
Think of Local as the foreground and Worktree as the background. Handoff moves a chat between them, and Codex handles the Git operations to do it safely. So the long refactor runs in a worktree while you fix the small bug on your own checkout.
OpenAI Learn: Codex worktrees · 30 October 2026Source
OpenAI CodexFor: Developers running big multi part changes
Spawn helpers and check each one with /subagents
Ask Codex to use one agent per area of a big change and it can spawn specialized subagents. In the CLI, /subagents lets you inspect and switch between those agent threads while they run. It feels like peeking over each teammate's shoulder.
OpenAI Learn: Codex subagents · 30 October 2026Source
OpenAI CodexFor: Developers who want tight control over shell commands
Write a rule so Codex asks before running certain commands
A prefix_rule in ~/.codex/rules/default.rules matches a command prefix like gh pr view and sets a decision of allow, prompt or forbidden. You can add a justification so future you remembers why. When rules overlap, Codex picks the strictest one.
Call Codex from your own script to plan a fix for CI failures
The Codex SDK installs with npm install @openai/codex-sdk or pip install openai-codex. The docs example asks it to make a plan to diagnose and fix the CI failures. Wire that into your own tooling and the red build comes with a plan attached.
OpenAI CodexFor: Mac users on Pro, Business or Enterprise who context switch a lot
Ask Codex where you left off yesterday with Computer History
Computer History is off by default and lives in the ChatGPT desktop app on macOS. Once you opt in, it turns your activity across apps you choose into memories and a timeline that ChatGPT and Codex can reference. Monday morning you just ask what you were working on Friday.
OpenAI Learn: Computer History · 30 October 2026Source
OpenAI CodexFor: Freelancers and consultants with many clients
Keep a client chat out of Codex memories
Type /memories in the CLI or desktop app to choose whether the current chat can use or add to memories. If you want a clean slate on a machine, Delete Codex memories resets that store. Handy when you switch between client projects that should never mix.
OpenAI Learn: Codex memories · 30 October 2026Source
OpenAI CodexFor: Terminal people who customise everything
Make the Codex CLI feel like home
Run /theme to pick and preview a theme, and press Ctrl+G to write a long prompt in your own editor. There is also codex completion for Bash, Zsh, Fish or PowerShell. Ten minutes of setup and the terminal stops feeling borrowed.
OpenAI Learn: Codex CLI customization · 30 October 2026Source
OpenAI CodexFor: Developers attached to their IDE
Use Codex inside JetBrains or Xcode instead of switching apps
VS Code style editors such as Cursor and Windsurf use the Codex extension, while Xcode and JetBrains IDEs have their own integrations. The iOS developer on our team uses it in Xcode and the backend folks stay in IntelliJ. Nobody has to change editors to try it.
OpenAI Learn: Codex IDE integrations · 30 October 2026Source
Google Gemini
Google GeminiFor: Students who handwrite notes
Turn photos of handwritten notes into a PDF study guide you can edit
My cousin snaps photos of her lecture notes, which are half doodles. Gemini can turn that into a generated PDF study guide, and now she can edit the file directly, even on her phone. PDF editing works on web and mobile.
Google: edit files directly in the Gemini app · 29 October 2026Source
Google GeminiFor: Anyone drafting reports or study material in Gemini
Highlight one paragraph in the file and ask Gemini to fix just that
Rewriting the whole document to change one paragraph always felt wasteful. In a file Gemini made, highlight the text and ask a question or have Gemini edit it. The rest of the file stays exactly as it was.
Google: edit files directly in the Gemini app · 29 October 2026Source
Google GeminiFor: Writers and developers using Gemini on desktop
Open the Markdown file full screen and type the edits yourself
Sometimes it is faster to just fix the typo than to ask. On the web you can expand a generated Markdown, TXT or code file to full screen and type straight into it. Gemini and you end up editing the same file.
Google: edit files directly in the Gemini app · 29 October 2026Source
Google GeminiFor: Teachers and team leads sharing small tools
Publish the quiz app Gemini built to Google Sites
A teacher friend made a little vocab quiz app in Gemini and wanted the class to use it. Export, Google Sites sends it over and it opens as a private draft. She checked it, then published it to the class site.
Google Workspace Updates: publish apps to Google Sites · 19 October 2026Source
Google GeminiFor: Students and professionals making decks from research
Check the slide outline before Gemini Notebook builds the deck
Nothing hurts like a 20 slide deck built on the wrong outline. In Gemini Notebook, the Review toggle lets you see and adjust the outline before the slides get made. Fix the story first, then let it build.
Google Workspace Updates: creative control in Gemini Notebook · 21 October 2026Source
Google GeminiFor: Educators and trainers turning notes into videos
Read the producer notes before your Video Overview renders
Video Overviews in Gemini Notebook now let you review producer notes first. You can steer the focus, tone or what gets left out before the video is made. Much better than rerunning the whole thing three times.
Google Workspace Updates: creative control in Gemini Notebook · 21 October 2026Source
Google GeminiFor: People who check spreadsheets on the go
Ask Gemini to summarize the expense sheet on your iPhone
I was in a taxi when my boss asked about the trip expenses. Gemini in Google Sheets now works on iOS, so I opened the sheet and asked it to summarize this table. The answer was ready before the next traffic light.
Google Workspace Updates: Gemini in Sheets on iOS · 19 October 2026Source
Google GeminiFor: Managers who need numbers without writing queries
Ask BigQuery a plain English question from inside Sheets
Our sales manager does not write SQL and does not want to. With Connected Sheets and Gemini, she can ask something like what were total sales in the Northeast last quarter against BigQuery data. The analysts get fewer tiny requests and she gets answers faster.
Google Workspace Updates: BigQuery in Sheets with Gemini · 19 October 2026Source
Google GeminiFor: Paid Workspace users with busy inboxes
Ask Gmail out loud what the landlord said about the deposit
Gmail Live is rolling out to paid Workspace users, and you can ask about your inbox by voice. Answers come with source cards so you can tap into the actual email, and you can choose the voice. Great for when you are walking and cannot scroll.
Google Workspace Updates: Gmail Live · 15 October 2026Source
Google GeminiFor: Anyone who built custom Gems
Get your favourite Gems ready for the move to skills
Gemini's release notes say Gems will be migrated into skills. If you built a Gem for meal plans or cover letters, take a quick look at its instructions now. When it shows up as a skill you will know exactly what it should do.
Gemini release notes: Gems become skills · 30 September 2026Source
AI image generation
AI image generationFor: Midjourney users frustrated by missing details
Rerun the image in Thinking mode when Midjourney missed the cat
I asked for a cat on a bookshelf and got a bookshelf. Midjourney's Thinking Mode adds Rerun (Thinking), which tries to fix missed objects, layout, anatomy and text on V8.2. One rerun and the cat finally showed up.
Midjourney alpha changelog 10/7/26 · 7 October 2026Source
AI image generationFor: Freelance designers working with clients
Share a Midjourney folder with your client as a viewer
Shared folders now let you add Collaborators and Viewers, so a client can browse the concepts without a messy export. One thing worth knowing from the changelog: images that are not in stealth can still show up on Explore. Keep that in mind for anything confidential.
Midjourney alpha changelog 10/7/26 · 7 October 2026Source
AI image generationFor: Midjourney users running long projects
Pin your favourite settings to a folder in Midjourney
I kept forgetting the same parameter on my book cover project. Folders can now have default parameters, including --exp, pinned to that folder. Everything I make in there comes out with the same look without retyping.
Midjourney alpha changelog 10/1/26 · 1 October 2026Source
AI image generationFor: Midjourney users with lots of folders
Pin the client folder to the top of your Midjourney sidebar
I have about thirty folders and the active client one was always buried. Midjourney now lets you pin a folder to the top of the sidebar. The job I am working on this week is one click away.
Midjourney alpha changelog 10/7/26 · 7 October 2026Source
AI image generationFor: Midjourney beginners and explorers
Preview styles live before you commit to one
Picking a style from a list of names was always a guessing game for me. The Styles sidebar in Midjourney now shows live previews. You see what the style does before you burn a generation on it.
Midjourney: edit updates, thumbnail previews and more · 24 September 2026Source
AI image generationFor: Small shops and crafters making printed patterns
Make seamless wrapping paper with --tile
My sister wanted custom wrapping paper for her bakery's Diwali boxes. Midjourney's --tile makes seamless patterns on V8.1 and V8.2, so the design repeats without visible edges. Print it big and it just keeps going.
Midjourney: edit updates, thumbnail previews and more · 24 September 2026Source
AI image generationFor: Developers already on a paid Copilot plan
Generate the app icon right inside Copilot and save it to the repo
GitHub Copilot can now generate and edit images with GPT Image 2.5 Flare, preview them inline and save them to your workspace. It is a public preview for Copilot Pro and above, so it is a paid plan feature. If you already pay for it, placeholder icons can stop being grey boxes.
GitHub changelog: generate and edit images in Copilot · 28 October 2026Source
AI image generationFor: Teams with disclosure rules for AI assets
Mark AI images in your project with a Made with AI watermark
Some teams want it clear which assets were generated. Copilot's image generation has an opt in Made with AI watermark. Turn it on and nobody mistakes a generated banner for a photo shoot.
GitHub changelog: generate and edit images in Copilot · 28 October 2026Source
AI image generationFor: Small sellers without a photographer
Turn a plain phone photo of your candle into ad images inside ChatGPT
A friend sells candles and only had phone photos on her kitchen table. With the Pika plugin in ChatGPT, she turned one simple product photo into campaign style images right in the chat. Pika also gives 250 bonus credits after your first generation there.
Pika: Pika plugin for ChatGPT · 16 October 2026Source
AI image generationFor: Designers in the early idea stage
Use Draft mode to get 24 rough options before you commit
When I have no idea what a poster should look like, I want lots of rough ideas fast. Draft mode on V8.1 and V8.2 always makes a 24 image grid, and Midjourney now makes that clear in the tooltips. Pick the two that spark something and refine from there.
Midjourney alpha changelog 10/7/26 · 7 October 2026Source
AI video generation
AI video generationFor: Video editors and developers on the Pika API
Get dialogue, score and foley as separate tracks from Pika
Mixing a generated clip is a pain when all the sound is baked together. Through the Pika API, H3 Flex can give you five audio stems: Dialogue, Score, SFX, Foley and Ambience. Your editor can turn the music down without losing the footsteps.
AI video generationFor: Storyboard artists and indie filmmakers
Sketch the keyframes and give Pika photos for the look
I can draw stick figures, not cinema. Pika H3 Flex takes drawn keyframes for the action plus photographic look references, up to 12 references in total. My stick figure storyboard came back looking like an actual short film.
AI video generationFor: Music video makers and social creators
Film yourself dancing and let Pika copy the moves
With a motion reference video, H3 Flex uses your clip to drive the choreography of the generated scene. I recorded a clumsy dance in my living room and the character did it far more gracefully. Cheaper than hiring a mocap studio.
AI video generationFor: Creators and small ad teams
Change the outfit in a clip but keep the performance
The take was perfect, the jacket was wrong. Reference guided editing in H3 Flex can replace the outfit or setting while keeping the performance. No reshoot, no awkward second take.
AI video generationFor: Budget conscious video creators
Draft at 768p and only upscale the take you love
Rendering everything in 4K while you experiment burns credits fast. H3 Flex lets you draft at 768p, then upscale the winner to 1080p, 2K or 4K. Pika says Flex arrives in the Pika product on November 2.
AI video generationFor: Developers and creators who iterate a lot
Try ten versions of the shot while the kettle boils with FLUX 3 Max
fal says FLUX 3 Max generated a 10 second video in 12.45 seconds in its benchmark. That speed changes how you work, because you can actually iterate instead of waiting. Try a bunch of camera moves and keep the best.
fal: introducing FLUX 3 Max · 30 October 2026Source
AI video generationFor: Developers building video features
Give FLUX 3 Max the first and last frame and let it fill the middle
fal offers FLUX 3 Max as a keyframes to video endpoint, alongside text and image to video. Set the start and end frames for a product reveal and let the model handle the motion between. Good for transitions that have to land exactly.
fal: introducing FLUX 3 Max · 30 October 2026Source
AI video generationFor: Social creators and small marketing teams
Fix the timing of your video by chatting with Pika in ChatGPT
With the Pika plugin in ChatGPT you can edit on a timeline: adjust timing, regenerate a single clip and add sound effects. I asked it to hold the logo shot a beat longer and add a whoosh. Felt like having an editor in the chat.
Pika: Pika plugin for ChatGPT · 16 October 2026Source
AI video generationFor: Developers and agencies automating video work
Drive Kling 3.0 Motion Control from your AI assistant through Runway MCP
Runway's changelog added Kling 3.0 Motion Control to the Runway MCP. That means an assistant connected over MCP can steer motion controlled shots without you clicking through the web app. Handy for batch jobs.
Runway changelog: Kling 3.0 Motion Control in MCP · 18 September 2026Source
AI video generationFor: Runway users building branded clips
Feed Wan 3.0 several image, video and audio references in Runway
Wan 3.0 is in Runway's tool mode and workflows and takes multiple image, video and audio references. You pick 480p, 720p or 1080p. I gave it the brand photo, a sample clip and the jingle, and it kept them together.
Claude CodeFor: Developers who hit bugs and never report them
Let Claude draft the bug report and review it with /feedback
I never file feedback because writing it up feels like homework. Claude Code can now draft feedback for you, and /feedback opens the queue of drafts. You read it, fix a line, and send it.
Claude Code what's new: Week 35 · 24 August 2026Source
Claude CodeFor: Teams running evals or CI on shared hardware
Run Claude Code in --restricted mode on a shared eval machine
For eval harnesses on shared machines, --restricted or CLAUDE_CODE_RESTRICTED=1 keeps Claude Code locked down. Something like claude --restricted -p with a prompt to review src for SQL injection risks fits neatly into a script. Nobody's personal setup leaks into the run.
Claude Code what's new: Week 35 · 24 August 2026Source
Claude CodeFor: Teams with strict infrastructure rules
Run cloud sessions on your own machines with a self hosted runner
Some companies cannot send code to someone else's cloud box. Self hosted environments, in public beta on Team and Enterprise, start with claude self-hosted-runner setup. The work runs on hardware you control.
Claude Code what's new: Week 32 · 3 August 2026Source
Claude CodeFor: Team leads watching cost
Stop subagents from quietly using the most expensive model
A deny rule like Agent(model:opus) in .claude/settings.json blocks subagents from running on Opus. Your main session can still choose, but helpers stay on cheaper models. Nice when the monthly bill made someone gasp.
Claude Code what's new: Week 25 · 15 June 2026Source
Claude CodeFor: Anyone debugging a messy setup
Start Claude Code in --safe-mode when something feels broken
When Claude Code acts weird, it is often a plugin or hook you forgot about. --safe-mode turns off CLAUDE.md, skills, plugins, hooks and MCP. If the problem goes away, you know where to look.
Claude Code what's new: Week 24 · 8 June 2026Source
Claude CodeFor: Developers who hate waiting
Set fallback models so a busy model does not stop your work
fallbackModel lets you list up to three fallbacks that Claude Code tries in order. If the first one is overloaded, the next one picks up. Your Friday deploy does not wait on someone else's traffic spike.
Claude Code what's new: Week 24 · 8 June 2026Source
Claude CodeFor: Power users with lots of plugins
See which skill or MCP server is eating your usage
/usage now breaks things down by skill, subagent, plugin and MCP server. I found one chatty MCP server doing way more than I thought. The changelog also mentions pressing f to apply suggested fixes.
Claude Code what's new: Week 21 · 18 May 2026Source
Claude CodeFor: Teams wanting automated review in CI
Fail the build when claude ultrareview finds problems
claude ultrareview can run in CI, print findings, output --json and exit 0 or 1. That exit code is all you need to block a merge. The review becomes a real gate, not a comment people scroll past.
Claude Code what's new: Week 18 · 27 April 2026Source
Claude CodeFor: Developers running scheduled routines
Pick a lower effort level for your nightly cloud routine
Not every scheduled job needs deep thinking. The model picker for cloud routines now includes an effort level, so the nightly dependency check can run light. Save the heavy effort for the hard stuff.
Claude Code changelog 2.1.312 · 27 October 2026Source
Claude CodeFor: Developers who code with music on
Put on Claude FM while you wait for the tests
/radio plays Claude FM, a lo fi stream, right from Claude Code. It is not available on Bedrock, Vertex or Foundry. Silly, but those long test runs feel a bit shorter.
Claude Code what's new: Week 27 · 29 June 2026Source
Meta Muse
Meta MuseFor: Busy parents and forgetful shoppers
Get reminded about eggs when you actually reach the store
Time based reminders always went off when I was nowhere near the shop. Muse can set a location based reminder, like remind me to buy eggs when I am next at the store. It pings you where it is actually useful.
Meta help: reminders in Muse · 30 October 2026Source
Meta MuseFor: Freelancers and office workers
Set an every Monday at 9am timesheet reminder in Muse
I kept missing timesheet day and getting the polite but annoyed email. Muse can set recurring reminders like every Monday at 9am, and you can see what is coming in the Upcoming tab. That email has not come since.
Meta help: reminders in Muse · 30 October 2026Source
Meta MuseFor: People switching assistants
Move your old assistant's memory into Muse with a zip file
Starting fresh with a new assistant means explaining yourself all over again. In Muse, go to Settings, Data Controls, Import memory and upload a .zip from the other assistant. It already knows your diet and your kids' names on day one.
Meta help: Muse personality and memories · 30 October 2026Source
Meta MuseFor: Anyone who wants a more personal assistant
Tell Muse its answers are too long and rename it while you are at it
You can just say too long or be more casual and Muse adjusts. You can rename it too, and if you overdo it, say go back to your default personality. It ends up feeling like your assistant, not everyone's.
Meta help: Muse personality and memories · 30 October 2026Source
Meta MuseFor: People who use Muse for web tasks
Take control of the browser when Muse gets stuck on a site
When Muse is browsing for you, you can open the browser to watch, then choose Take control or Stop the task. I stepped in for a fiddly date picker and handed it back. Teamwork, but the boring parts are not mine.
Meta help: browsing with Muse · 30 October 2026Source
Meta MuseFor: Privacy minded Muse users
Ask Muse which sites it visited and which cookies it accepted
I wanted to know what my assistant had actually been doing online. You can ask Muse to show all URLs it visited in the last week or show the cookies it accepted. It is a nice little audit before you trust it with more.
Meta help: browsing with Muse · 30 October 2026Source
Meta MuseFor: Deal hunters
Let Muse wait for the air fryer to go on sale
Muse's browsing help lists watching for price drops as one of the things it can do. Tell it what you want and your budget, and let it keep checking. You buy when the price is right, not when you remember.
Meta help: browsing with Muse · 30 October 2026Source
Meta MuseFor: People who want news without the scroll
Start the day with a short news digest from Muse
I used to doomscroll three apps before breakfast. Muse's skills include a morning news digest, so I get one short roundup instead. My coffee stays warm now.
Ask Muse for a PDF comparing coffee beans before you order
Muse can make files, like create a PDF comparing coffee beans. If you are not sure what else it can do, the Ideas tab or asking what can you help me with will show you skills. I found three I did not know about.
Meta MuseFor: People in Singapore planning meals out
Plan Saturday dinner in Singapore with Muse and Grab Dine Out
Muse launched in Singapore with local partners, and Grab Dine Out is one of them. Ask it to help plan dinner with friends and it can work with Grab Dine Out for the booking side. Less back and forth in the group chat.
Meta: Muse is now available in Singapore · 27 October 2026Source
OpenAI Dots
OpenAI DotsFor: Product and marketing teams writing briefs in Space
Have your dot reword the launch date as proposed, not final
Our brief said a launch date that was still waiting on approval. In a Space page, select the sentence and use Ask for change when offered, for example asking to describe the date as proposed and awaiting approval. You review the new wording before accepting it.
OpenAI Learn: agents in Space · 30 October 2026Source
OpenAI DotsFor: Teams who argue in comments
Pull your dot into a comment thread on the page
You can also mention @dot in a page comment thread. When the team is going in circles about one paragraph, ask the dot to weigh in right there. The discussion stays attached to the text it is about.
OpenAI Learn: agents in Space · 30 October 2026Source
OpenAI DotsFor: New dot owners
Let your dot suggest where it can help in your first chat
I had no idea what to give my dot at first. The getting started guide says in your first conversation you can let it suggest where it can help. It looked at my connected apps and came up with things I would never have thought of.
OpenAI Learn: get started with your dot · 30 October 2026Source
OpenAI DotsFor: People who brief their dot by voice
Hang up the call and let your dot keep working
I gave my dot a research task on a voice call and then had to jump into a meeting. Ending the voice call does not stop the work you assigned. The results were waiting when I got out.
OpenAI Learn: get started with your dot · 30 October 2026Source
OpenAI DotsFor: People planning events with lots of vendors
Let your dot track the wedding vendor emails and draft replies
The docs show a dot keeping an offsite on track, tracking decisions, deadlines and open questions and drafting replies for review. My friend did the same with her wedding vendors. She just reviews the drafts and hits send.
OpenAI Learn: get started with your dot · 30 October 2026Source
OpenAI DotsFor: Dot users who delegate bigger jobs
Open your dot's Activity to see what it handed to Work or Codex
My dot sometimes passes part of a job to ChatGPT Work or Codex, and I wanted to see what went where. In the desktop app, open your dot's profile and select Activity to inspect delegated work and requests for input. Now I know exactly which bit is waiting on me.
OpenAI Learn: get started with your dot · 30 October 2026Source
OpenAI DotsFor: Busy people who are rarely at a desk
Check your dot's cloud threads from your phone
From mobile you can review the cloud threads your dot started while it keeps coordinating the work. I peek in during lunch and leave a note if something looks off. It never has to stop and wait for me to get to a laptop.
OpenAI Learn: dots computers and apps · 30 October 2026Source
OpenAI DotsFor: Dot users with many connected apps
Reconnect an expired plugin right from your dot's request
When a plugin connection expires, your dot asks you to reconnect it and you can do it from that request. No hunting through settings while the task waits. Thirty seconds and it is back on track.
OpenAI Learn: dots computers and apps · 30 October 2026Source
OpenAI DotsFor: Developers using dots with Codex
Ask your dot to keep going in the Codex thread you already started
Your dot can continue an existing Codex thread instead of starting a new one. So the context from yesterday's debugging stays put. No more explaining the bug from scratch.
OpenAI Learn: dots October 5 to 9 update · 9 October 2026Source
OpenAI DotsFor: Workspace admins rolling out dots
Turn on local computer access for dots as a separate admin switch
Admins have a separate control for letting dots use local computers: Admin Console, Permissions, Use dots, Allow local computer access. You can roll out dots in the cloud first and open local access later. Security teams like that order.
OpenAI Learn: cloud and local access · 30 October 2026Source
OpenAI DotsFor: People giving dots local tasks
Keep your laptop online while your dot runs a local task
A local task that is already running does not move to the cloud. So if you close the lid, it waits for you. Plug in and leave it on for the big jobs.
OpenAI Learn: cloud and local access · 30 October 2026Source
OpenAI DotsFor: IT and security teams
Enforce company MCP hooks on every dot
Admins can manage remote MCP hooks with mcp_tool entries in requirements.toml. That lets the company run its own checks when dots use tools. Everyone gets the same guardrails without configuring anything.
OpenAI Learn: cloud and local access · 30 October 2026Source
OpenAI DotsFor: Workspace admins and finance
Pull dots usage numbers with the Analytics API
The admin guide points to /v1/analytics/workspaces/{workspace_id}/usage with client_id set to DOTS. Pipe that into your own dashboard and see who actually uses their dot. Great ammo for the next budget meeting.
OpenAI Learn: set up dots for work · 30 October 2026Source
OpenAI DotsFor: Compliance and security teams
Send dots activity to your compliance tools
Dots activity shows up as Compliance API records, and Admin keys with CODEX_LOG access can read them. Regulated teams can keep the audit trail they already need. Nobody has to screenshot anything.
OpenAI Learn: set up dots for work · 30 October 2026Source
OpenAI DotsFor: Admins and everyday dot users
Know what to do when your dot does something unexpected
The admin guide has a simple playbook: pause the dot, save the task link and check its permissions. Write it on a sticky note for your team. Calm steps beat panic.
OpenAI Learn: set up dots for work · 30 October 2026Source
OpenAI DotsFor: Admins and team leads planning usage
Include delegated Work and Codex tasks when you budget for dots
When a dot hands work to ChatGPT Work or Codex, those tasks count toward those products' limits. Easy to miss when planning. Add them in and the end of month surprise goes away.
OpenAI Learn: set up dots for work · 30 October 2026Source
OpenAI DotsFor: Enterprise admins
Check Work and Codex model settings, not just the dot
Enterprise model controls do not apply to the main dot, according to the admin guide. If you restrict models, check the Work and Codex settings too. Otherwise you think you locked something down when you did not.
OpenAI Learn: set up dots for work · 30 October 2026Source
OpenAI DotsFor: Privacy minded dot users
Remember that turning off Memory does not wipe what your dot knows
Turning off ChatGPT Memory stops sharing with your dot, but it does not erase what the dot already knows. If you want something gone, deal with it on the dot side too. Worth knowing before a big privacy clean up.
OpenAI Learn: set up dots for work · 30 October 2026Source
OpenAI DotsFor: People adding their dot to Slack
Use your dot in Slack without coworkers bossing it around
In Slack, only the owner can direct the dot. Other people's messages do not start work. So you can bring it into a busy channel without it running off on someone else's request.
OpenAI Learn: set up dots for work · 30 October 2026Source
OpenAI DotsFor: Cautious first time dot users
Let your dot do proactive research without worrying it will send stuff
Proactive research means your dot can dig into things on its own. The docs say it cannot send messages or change your apps while doing it. So you get the findings without any surprise actions.
OpenAI Learn: dots tasks and memory · 30 October 2026Source
Claude Duet
Claude DuetFor: Small offices and home workers
Have Duet reorder printer ink and approve it in the Link app
Ask Duet to reorder ink for the office printer, then approve the Spend Request in the Link app. The one time card is limited to that merchant and amount. You get the convenience without handing your real card number to anyone.
Claude help: Link by Stripe with Claude Duet · 30 October 2026Source
Claude DuetFor: Anyone using Duet with Link
Know the steps if you see a Duet purchase you do not recognize
If something looks off, deny any pending approvals, disconnect Link and contact Link Support. Having that list ready means you act fast instead of panicking. Good habit for anyone giving an assistant spending power.
Claude help: Link by Stripe with Claude Duet · 30 October 2026Source
Claude DuetFor: Duet users setting up payments
Keep subscriptions off Link because it cannot do recurring payments
Link with Claude Duet cannot make recurring payments. So use it for one off buys like supplies, and keep your subscriptions elsewhere. Saves you a confused moment when a monthly charge does not go through.
Claude help: Link by Stripe with Claude Duet · 30 October 2026Source
Claude DuetFor: Cautious first time Duet users
Check what Duet can actually see about your Shop Pay cards
Before connecting a wallet, I wanted to know what my assistant would see. With Shop Pay, Duet sees the card type, last four digits, nickname and expiry date of your saved payment methods, plus your shipping addresses. It is not given your full card number or bank account number.
Claude help: Shop Pay with Claude Duet · 30 October 2026Source
Claude DuetFor: Shopify store owners
Run the store with the Shopify connector and pay with Shop Pay
Shop Pay with Duet is separate from the Shopify connector, and you connect them separately. The Shopify connector lets Claude manage products and orders in your store, while Shop Pay pays for purchases you approve. Each purchase uses a one time card that only works for that purchase.
Claude help: Shop Pay with Claude Duet · 30 October 2026Source
Claude DuetFor: People curious about Duet
Join the Duet waitlist and say what you would hand off first
To get Duet, join the waitlist with your Claude email and say what you would hand off first. Think about it for a minute before you write it. Mine was chasing late invoices, and I meant it.
Claude help: get started with Claude Duet · 30 October 2026Source
Claude DuetFor: Duet users handing off many tasks
Close Duet tasks yourself so nothing gets marked done by mistake
Only you can mark a Duet task completed. That small rule means you always see the result before it disappears. It keeps you honestly in the loop.
Claude help: get started with Claude Duet · 30 October 2026Source
Claude DuetFor: People with time sensitive work
Do not leave urgent stuff for Duet between its check ins
Duet checks in at set intervals, so something urgent can land between checks. For the truly time sensitive things, keep an eye yourself. Let Duet handle the steady stuff.
Claude help: get started with Claude Duet · 30 October 2026Source
Claude DuetFor: People managing their own finances
Keep transfers and trades for yourself, because Duet will not do them
Some actions are off limits for Duet even with your approval, like trading securities, moving money between accounts or accessing someone else's account. So plan to do those yourself. Keep Duet on the errands around them, like drafting the reminder to pay rent.
Claude help: get started with Claude Duet · 30 October 2026Source
Claude DuetFor: Busy people with lots of small errands
Let Duet email the plumber, but call your mom yourself
Duet does not call or text other people. It can send emails from your connected accounts, with your approval. So the appointment request goes out on time and the personal calls stay yours.
Claude help: get started with Claude Duet · 30 October 2026Source
29 October 2026 (120 ideas)
Grok Bot
Grok BotFor: Anyone who shops online and hates twenty open tabs
Swipe through product cards before you buy the new kettle
I asked my Bot for an electric kettle under a budget and, instead of a wall of links, I got proper cards with photos, rating, price and store. Three or four options sit in a little carousel I can swipe through. On the product page, the in-stock options come first and Buy now starts an order I still have to approve.
Grok Bot changelog v0.78.1: shopping cards · 27 October 2026Source
Grok BotFor: People who order things online every week
Stop refreshing the courier site and let your Bot track it
I used to refresh the courier site like it owed me money. Now, after I place an order, the Bot keeps tracking it and tells me when it ships or arrives. The shipment card shows the carrier and the stage, so I just glance and move on.
Grok Bot changelog v0.78.1: order tracking · 27 October 2026Source
Grok BotFor: Shoppers who use Shop Pay at small online stores
Put Shop Pay in your Vault and make it the first choice
Most of the small stores I buy from already have Shop Pay, so I connected it in the Vault's Payments tab. Now I can pick it in Pay with, or just make it the method my Bots reach for first. One less card number floating around, which honestly makes me calmer.
Grok Bot changelog v0.78.1: Shop Pay in the Vault · 27 October 2026Source
Grok BotFor: Anyone who keeps forgetting to cancel free trials
Try the streaming app free without getting billed after
I always start free trials and then forget, and the charge lands a month later. The Try it, don't pay for it template starts the trial for me and either cancels it or reminds me before it bills. I finally watched that one show and paid nothing.
Grok Bot changelog v0.78.1: Try it, don't pay for it template · 27 October 2026Source
Grok BotFor: People who suspect they pay for too many apps
Find the subscriptions you forgot you pay for
I ran the Find unused subscriptions template on a lazy Sunday. It showed me the plans I still pay for, I ticked the ones I don't use, and it cancelled just those. That was a gym app and two photo tools I had not opened since last year.
Grok BotFor: Anyone with a pile of yearly renewals
Catch a renewal price hike before it hits your card
My cloud storage quietly went up last year and I only noticed on the statement. Now the Watch subscription prices template checks renewal prices for me. If something jumps, I hear about it while I still have time to switch.
Grok BotFor: People who want answers about a plan without digging through emails
Ask your Bot when that subscription renews and what it costs
I had a vague feeling my news app renews soon, so I just asked. The Bot looked up the price and the renewal date, and offered to cancel it for me. It confirmed with me before changing anything, which is exactly how I want it.
Grok Bot changelog v0.78.1: subscription lookup and cancel · 27 October 2026Source
Grok BotFor: Small team managers on Grok Bot Teams
Give the Team Bot its own logins so nobody shares a password
Our team kept passing one supplier portal password around in chat, which made me nervous. As a manager, I added the login to the Team Bot's own Vault in Configure, under Tools. Now the Bot signs in with it for the whole team and nobody has to see the password.
Grok Bot changelog v0.78.1: Team Bot Vault logins · 27 October 2026Source
Grok BotFor: Team members building a Bot for colleagues
Keep a draft Team Bot to yourself until it is ready
I was building a Team Bot for expense questions and did not want anyone poking at it half finished. In Share, I limited it to Only you while I tested. When it behaved, I opened it up to the team.
Grok Bot changelog v0.78.1: Share limited to Only you · 27 October 2026Source
Grok BotFor: Small business owners who run ads or payroll online
Take the connector your Bot offers on the Google Ads sign in page
I asked my Bot to check a campaign and it landed on the Google Ads sign in page. Instead of fighting the login, it offered the Google Ads connector right there. It does the same on pages like Gusto, YouTube and Meta Ads, so I set those up once and stopped retyping passwords.
Grok Bot changelog v0.78.1: connectors offered on sign-in pages · 27 October 2026Source
Claude
ClaudeFor: Anyone who shares personal things with Claude
Decide whether Claude should remember the health stuff
I talk to Claude about my knee injury a lot, but I was never sure what it kept. Now everything it remembers sits under Topics in Settings > Memory, and health or beliefs stay out unless I turn on Include sensitive topics in memory. I left it off and deleted one old item I did not want around.
Claude release notes: editable memory topics and sensitive topics setting · 25 August 2026Source
ClaudeFor: Pro and Max users who switch between quick questions and big tasks
Ask for the whole quarterly report in a normal chat
I used to wonder whether I should open Cowork or just chat. Now I ask a quick question and then say, actually, build me the full spreadsheet and report, all in the same conversation. My projects, connectors and skills come along without me picking a mode.
Claude release notes: Cowork comes to every conversation · 16 September 2026Source
ClaudeFor: Teams that live in Microsoft 365
Have Claude save the meeting notes straight into SharePoint
Our IT admin finally switched on the Microsoft 365 write tools after consenting in Entra. Now Claude can create and update files in OneDrive and SharePoint, and also manage calendar events. I asked it to write up the vendor call and drop it into our team folder, and it did.
Claude release notes: write tools for the Microsoft 365 connector · 7 July 2026Source
ClaudeFor: People who use Claude in Chrome on messy websites
Screenshot the confusing bit of a page to show Claude in Chrome
The insurance portal had three nearly identical buttons and I could not explain which one I meant. So I took a screenshot of just that part of the screen and gave it to Claude in Chrome. It got it right away and walked through the next step.
Claude release notes: Claude in Chrome updates · 29 September 2025Source
ClaudeFor: Anyone comparing options across several sites
Drag three tabs into Claude's group and let it compare them
I had three hotel pages open and kept flipping between them. I dragged all three into Claude's tab group in Chrome, and it could see and work across them at once. It gave me a clean comparison before I had finished my tea.
Claude release notes: Claude in Chrome works across multiple tabs · 29 September 2025Source
ClaudeFor: Enterprise admins who manage Claude for a company
Turn on scanning before people upload random skills
I run Claude for a mid-size company and people love grabbing skills from the internet. On our Enterprise plan I turned on skill and plugin security scanning. Now third-party skills and plugins get checked for malicious content whenever someone uploads or edits them.
Claude release notes: skill and plugin security scanning (beta) · 6 August 2026Source
ClaudeFor: People who track things in Excel spreadsheets
Ask Claude to color the overdue rows red in Excel
Our invoice tracker in Excel was a sea of grey. I asked Claude for Excel to highlight anything overdue in red and anything due this week in yellow. It used native conditional formatting, so it keeps working as the dates change.
Claude release notes: Claude for Excel conditional formatting · 5 February 2026Source
ClaudeFor: Daily Claude users who want speed
Switch to Sonnet 5.5 for the quick daily stuff
I was using the biggest model for everything, even rewording a two line message. Sonnet 5.5 is the faster, lower cost option in the 5.5 family, so now it handles my everyday drafts. I save the heavier model for the hard thinking.
Claude release notes: Claude Sonnet 5.5 launch · 28 September 2026Source
ClaudeFor: Builders and analysts running heavy tasks on Claude
Run your big research job on Opus 5.5 and pay less
I had a long competitive analysis to run through the API and the cost made me wince. Opus 5.5 performs at the level of Fable 5.1 on most work and costs 40% less to run than Opus 5. Same quality of answer, smaller bill at the end of the month.
Claude release notes: Claude Opus 5.5 launch · 22 September 2026Source
ClaudeFor: Team leads on Claude Enterprise
Let smart reports spot the prompt your whole team keeps retyping
I suspected half my team wrote the same customer email prompt every morning. Smart reports on Enterprise showed what work was getting done, what it costs, where people got stuck, and which repeated patterns are worth turning into shared skills. We turned the top one into a skill that afternoon.
Claude release notes: smart reports (beta) · 10 September 2026Source
ChatGPT
ChatGPTFor: Pro users with big messy tasks
Let GPT-6 Pro split your move into parallel jobs
I was planning a move and had a million parts to it. GPT-6 Pro in the chat tab ran several agents on different parts at the same time, like movers, internet and school paperwork. I watched their progress and opened each finished task to see what it did.
ChatGPT release notes: updates to GPT-6 Pro · 20 October 2026Source
ChatGPTFor: People who collect gift ideas through the year
Save gift ideas into a folder instead of screenshots
My camera roll used to be full of product screenshots for birthdays. Now I save any product to Favorites in ChatGPT or drop it into a folder in my Library, like Diwali gifts. When it is time to buy, everything is in one place.
ChatGPT release notes: new ways to shop · 2 October 2026Source
ChatGPTFor: Plus and Pro users who have built a ChatGPT Site
Refresh your team dashboard Site every morning on its own
I built a small Site that shows our weekly sales numbers, but I kept updating it by hand. As the owner, I set up a recurring cloud schedule from Automations. Now it refreshes before I even log in.
ChatGPT release notes: creating, editing and scheduling Sites · 29 September 2026Source
ChatGPTFor: Freelancers and agencies working with outside clients
Share your project tracker Site with the client, not the world
The client wanted to see progress, but I did not want to make our tracker public. I shared the live Site with their email as a viewer, so they can use it but not edit or publish it. When the project ends, I just remove them in sharing.
ChatGPT release notes: share Sites with people outside your workspace · 23 September 2026Source
ChatGPTFor: Students revising for tests
Get quizzed on the chapter the night before the exam
My cousin was cramming for a history test and reading the same page over and over. I told her to ask ChatGPT to quiz her on the chapter. She answered right in the conversation and saw where she kept slipping.
ChatGPT release notes: interactive quizzes · 20 August 2026Source
ChatGPTFor: Anyone juggling a personal and a work Google account
Check your work and personal calendars together
My dentist appointment lived in one Google account and my work meetings in another, and they kept colliding. I connected both accounts to ChatGPT and asked it to check my calendars together for Thursday. It found the clash in seconds.
ChatGPT release notes: connect multiple Google accounts · 23 September 2026Source
ChatGPTFor: People handling sensitive documents in ChatGPT
Turn on Lockdown Mode before working on something sensitive
I was going through a confidential contract and did not want any web stuff touching it. I turned on Lockdown Mode in Settings > Security, which limits browsing, deep research, agent mode and file downloads. It is an extra layer against prompt injection when it matters.
ChatGPT release notes: Lockdown Mode for all logged-in users · 22 June 2026Source
ChatGPTFor: Students and parents dealing with paper handouts on iPhone
Scan the whole handout into one PDF with the ChatGPT camera
The teacher gave out a six page handout and I wanted help with it. In the ChatGPT camera, I tapped the three-dot menu, picked Scan, and snapped every page in a row. It joined them into one PDF and I asked my questions right away.
ChatGPT release notes: scan notes and documents · 2 October 2026Source
ChatGPTFor: Anyone curious about how ChatGPT personalizes answers
Tap Sources to see why ChatGPT suggested that
ChatGPT recommended vegetarian recipes and I wondered why. I tapped the Sources icon under the answer and saw it came from an old chat about a friend's dinner. I marked it not relevant, and my suggestions went back to normal.
ChatGPT release notes: memory sources · 7 May 2026Source
ChatGPTFor: Families and small teams who budget in spreadsheets
Fix the messy family budget right inside Google Sheets
Our family budget sheet had broken formulas and three tabs nobody understood. I opened ChatGPT in the Google Sheets sidebar and asked it to clean it up and explain each tab. I still checked the formulas, but it saved me an evening.
ChatGPT release notes: ChatGPT for Excel and Google Sheets · 7 May 2026Source
OpenAI Codex
OpenAI CodexFor: Developers and designers preparing a release
Ask Terra to check twenty icon exports against the style guide
I had twenty icon exports and a nagging feeling some were off. With GPT-6.1 Terra in Codex, I asked it to review the design assets against our style guide. It flagged two with the wrong corner radius, which I would have shipped.
ChatGPT what's new: GPT-6.1 Terra for visual reasoning · 26 October 2026Source
OpenAI CodexFor: Developers who work across a laptop and a remote box
Move the Codex chat to your beefy remote machine mid task
My laptop fan sounded like a jet halfway through a build. With chat handoff, I moved the chat and its Git state to my connected remote host. Codex set up a worktree there and carried on from the same spot.
ChatGPT what's new: chat handoff between hosts · 15 June 2026Source
OpenAI CodexFor: Developers who check on Codex away from the desk
Browse the workspace files in Remote on iOS
I was out and wanted to check which config file Codex had touched. In the ChatGPT mobile app, Remote has a workspace file browser and diffs you can expand and collapse. I found the change and approved the next step from the bus.
ChatGPT what's new: browse and review workspaces from iOS · 15 June 2026Source
OpenAI CodexFor: Heavy Codex users who like hardware shortcuts
Juggle six Codex chats with physical keys
I run a few Codex chats at once and kept losing track. Codex Micro, the limited-run control surface from OpenAI and Work Louder, shows the status of up to six chats on its Agent Keys. One press switches between them, and a dial adjusts reasoning effort.
ChatGPT what's new: Codex Micro · 15 July 2026Source
OpenAI CodexFor: Plus and Pro users who sometimes hit Codex limits
Invite a teammate and bank a rate limit reset
I hit my Codex limit right before a deadline once and swore never again. Eligible Plus and Pro users can send referral invites from the Codex app, and when the friend sends their first message, both get a banked reset. It lasts 30 days, so I keep it for crunch week.
ChatGPT release notes: rate-limit reset banking · 22 June 2026Source
OpenAI CodexFor: Developers who need to report on their AI usage
Check your Codex profile to see how much you actually used it
My manager asked how much time I spend with Codex, and I had no idea. My Codex Profile shows activity over time, usage stats and token activity. I took a screenshot of the month and that was the answer.
ChatGPT release notes: Codex Profiles · 22 June 2026Source
OpenAI CodexFor: Teams with business data and questions about it
Ask @Data why sign ups dipped last week
Our sign ups dropped and nobody knew why. I installed the Data plugin and asked @Data in Codex to investigate the change and build a quick interactive dashboard. It used our metric definitions, and the follow up questions got us to the real cause.
ChatGPT release notes: Data plugin in ChatGPT Work and Codex · 23 September 2026Source
OpenAI CodexFor: Front-end developers polishing a UI
Point at the exact button that looks wrong
Saying the padding feels off never works. In the Codex in-app browser, I used annotations to mark the exact button and say what was wrong with its styling. The fix came back right the first time.
ChatGPT release notes: in-app browser annotations · 21 May 2026Source
OpenAI CodexFor: Developers who switch between Mac and iPhone
Pin the release chat on your desktop and find it on iPhone
I pinned our release thread on my Mac so I would stop searching for it. It now stays pinned in the iOS app too when I use the same Codex account. Small thing, but it saves me every single day.
ChatGPT what's new: unified pinned threads · 17 August 2026Source
OpenAI CodexFor: Developers who work closely with support teams
Read the support tickets before you fix the bug
A customer bug kept coming back and I only had half the story. With the Zendesk plugin in Codex, I pulled up the tickets and the customer history I had access to. Seeing the real complaints changed how I fixed it.
ChatGPT release notes: Zendesk plugin in ChatGPT and Codex (beta) · 23 September 2026Source
Google Gemini
Google GeminiFor: Marketers and creators with their own voice
Stack your writing style skill with the brand rules
I had a skill for how I write and another for our brand guidelines. In Gemini I stacked them together for a launch post, so it sounded like me and stayed on brand. One prompt, no copy pasting rules every time.
Gemini release notes: stack multiple skills · 30 September 2026Source
Google GeminiFor: Mac users drowning in files
Let Gemini Spark sort out your messy Mac folders
My Documents folder was a graveyard of files called final final v2. I asked Gemini Spark in the macOS app to organize it into sensible folders. It worked through it while I made lunch.
Gemini release notes: Gemini Spark in the macOS app · 30 June 2026Source
Google GeminiFor: Mac users who deal with lots of PDFs
Select a PDF on your Mac and pull out just the dates
I had a rental agreement PDF and only needed the key dates. With Gemini reasoning turned on in the Mac app, I selected the file and asked it to extract the deadlines. They came back as a neat list at my cursor.
Gemini release notes: Gemini reasoning on Mac · 29 July 2026Source
Google GeminiFor: People decorating on a budget
Show Gemini Live your living room and dream up a new look
During a Gemini Live chat I pointed my phone at our plain living room wall. I asked it to imagine it with a mural, and it made an image with Nano Banana. My partner and I picked a style right there.
Gemini release notes: Gemini Live in chat · 19 May 2026Source
Google GeminiFor: Busy people who multitask at home
Catch up on your email by voice while you cook
My hands were full of dough and my inbox was full of everything. I asked Gemini Live to catch me up on my emails and it talked me through them. I typed one quick reply later, in the same chat.
Gemini release notes: Gemini Live connects with your apps · 19 May 2026Source
Google GeminiFor: Engineers, students and serious hobbyists
Hand a tricky engineering problem to Deep Think
I was stuck on a load calculation for a small shed roof. Deep Think is Gemini's specialized reasoning mode for science and engineering, so I gave it the numbers and constraints. It walked through the reasoning, and I still checked it with a pro.
Gemini release notes: Gemini 3 Deep Think upgrade · 12 February 2026Source
Google GeminiFor: Windows users who live in Google Workspace
Summarize a Drive doc from the Gemini app on Windows
I work on a Windows laptop and kept switching to a browser for Gemini. The Gemini app for Windows connects to Gmail and Google Drive, so I asked it to summarize a long Drive doc right there. I stayed in my flow for once.
Gemini release notes: Gemini app for Windows · 10 September 2026Source
Google GeminiFor: Homeowners comparing quotes
Compare three contractor quotes with 3.6 Flash
Three contractors, three PDFs, three different formats. I gave them all to Gemini 3.6 Flash and asked what each one did and did not include. It spotted that the cheapest one skipped the cleanup.
Gemini release notes: Gemini 3.6 Flash · 21 July 2026Source
Google GeminiFor: Students and parents helping with school projects
Travel the Silk Road with your kid in the student hub
My daughter had a project on old trade routes and the textbook was dull. We opened the immersive explorations library in the Gemini student hub and explored the Silk Road together. She asked better questions than I expected.
Google blog: immersive explorations in the Gemini student hub · 28 October 2026Source
Google GeminiFor: Anyone who has connected apps to Gemini
Review which apps Gemini can see and unplug the old ones
I had connected a bunch of apps to Gemini months ago and forgot about half. The new Customize hub put them in one place, so I reviewed what was connected and disconnected the ones I no longer use. It felt like cleaning out a drawer.
Google Workspace Updates: an easier way to customize Gemini · 21 October 2026Source
AI image generation
AI image generationFor: People who write plans and docs in ChatGPT Space
Drop a generated image straight into your trip Page
I was writing our family trip plan as a Page in ChatGPT Space and it looked like a boring doc. I typed /, picked Image, chose Generate and described a sunny beach header. It landed right in the Page, no downloading and uploading.
ChatGPT docs: generate images in Pages · 29 September 2026Source
AI image generationFor: Parents and party planners
Start the birthday invite from an Images template
I never know how to prompt for an invite. In ChatGPT I opened Images, then Templates, picked one and filled in the details. It asked a couple of follow up questions and the invite looked properly designed.
AI image generationFor: Anyone making images on their phone
Comment on the generated image to fix just the sky
The poster was great except for a weird purple sky. On my phone I opened the image full-screen and added a comment saying make the sky a soft evening orange. ChatGPT changed that and left the rest alone.
ChatGPT release notes: edit and comment on images · 23 September 2026Source
AI image generationFor: Small businesses that rebranded
Change the shop sign in a photo so it still looks painted on
We renamed our cafe and all our photos still showed the old sign. MAI Image 2.7 can change text and symbols while keeping them part of the scene. The new name looked like it had always been painted there.
Microsoft AI: MAI Image 2.7 text and symbol editing · 27 October 2026Source
AI image generationFor: Marketers reusing photos for new campaigns
Restyle your shop photo into a rainy evening mood
Our Diwali campaign needed cozy, but our photos were all harsh daylight. MAI Image 2.7 can restyle or relight an entire scene, so I asked for a rainy evening with warm lights inside. It felt like a different shoot.
Microsoft AI: MAI Image 2.7 scene and style editing · 27 October 2026Source
AI image generationFor: Small fashion sellers
Show the same model in six outfits for your clothing shop
I run a tiny clothing shop and cannot afford a shoot for every new piece. Krea 3 keeps a face and an outfit consistent, and takes up to six reference images per edit. The same model wore every new kurta, and customers could actually compare.
Krea blog: Introducing Krea 3 · 15 October 2026Source
AI image generationFor: Canva users who need specific layouts
Let Canva Craft plan a crowded scene before it paints
I needed a busy farmers market scene with a banner on the left and a kid on the right. Canva Craft plans the composition first, where things go and how big, and then renders it. I opened Dream Lab and the layout came out the way I described.
Canva newsroom: Introducing Canva Craft · 22 October 2026Source
AI image generationFor: Event organizers who post stories
Ask Ideogram 4.0 for an ultra-tall 9:21 event flyer
I wanted an event poster that fits a phone screen as a story. Ideogram 4.0 in Runway MCP supports ultra-tall 9:21 and is good with readable text. My agent made it, and the date was spelled right first try.
Runway changelog: Ideogram 4.0 in Runway MCP · 13 August 2026Source
AI image generationFor: Runway users who iterate a lot
Brainstorm with Nano Banana 2 Lite free in explore mode
When I am brainstorming I make a lot of bad images first. Runway lists Nano Banana 2 Lite as free in explore mode, so I throw rough ideas at it there. When one clicks, I switch to a bigger model for the final.
Runway changelog: Nano Banana 2 Lite in Runway MCP · 21 July 2026Source
AI image generationFor: People printing posters and flyers
Ask your agent for a 4K print file of the poster
A local print shop wanted a high resolution file and my image was tiny. Through Runway MCP, Nano Banana 2 can generate at 1K, 2K or 4K. I asked my agent for the 4K version and the print came out crisp.
Runway changelog: Nano Banana 2 in Runway MCP · 20 July 2026Source
AI video generation
AI video generationFor: Editors who work in Adobe Premiere or After Effects
Restyle the footage already on your Premiere timeline
I edit in Premiere and hated exporting clips just to try a new look. The Runway plugin runs in a panel inside Premiere Pro and After Effects. I restyled a clip with Aleph 2 and it landed back in my sequence.
Runway changelog: Runway plugins for Adobe · 8 September 2026Source
AI video generationFor: Creators making reels and edits
Cut your dancer out of the background with one sentence
I wanted my friend's dance clip over a new background. Runway's SAM3 video segmentation takes a text prompt like the dancer in red and cuts her out as a transparent webm. I could also flip it to remove the background instead.
Runway changelog: SAM3 video segmentation · 28 July 2026Source
AI video generationFor: Freelance video makers working from briefs
Drop the client brief PDF into Runway Agent
The client sent a six page brief and I did not want to retype it. Runway Agent reads PDFs up to 10MB and pulls them straight into generation. It picked up the colors and the tagline from the brief.
Runway changelog: PDF input for Agent · 6 July 2026Source
AI video generationFor: Anyone making short promo or social videos
Ask Runway Agent to sync your clips to the music
I had five clips and a track and no patience for cutting on the beat. The timeline editor now lives inside Agent, so I asked it to sync the clips to the music and assemble the scene. I fixed one cut by hand and exported.
Runway changelog: timeline in Agent · 9 July 2026Source
AI video generationFor: Small brands making product videos
Score your two minute reel with Seed Audio
My product video needed music and a bit of sound design, and stock tracks never fit. Seed Audio 1.0 in Runway generates up to 120 seconds of speech, sound design and music from text. I described the mood and got something that matched.
Runway changelog: Seed Audio 1.0 · 29 June 2026Source
AI video generationFor: Video teams on Runway Enterprise
Pin feedback to the exact second of the cut
Saying the bit near the end never helped my team. On Runway Enterprise, I pinned a comment to the exact moment in the video and tagged the editor, who got an email. Revisions came back way faster.
Runway changelog: comments on assets · 7 August 2026Source
AI video generationFor: Creators who need motion graphics on a budget
Make a flip-board title card with Code2Video
I wanted that airport flip-board effect for my travel vlog title. SenseNova Code2Video is an open model that builds short videos by writing code, so it is great for motion graphics. I asked for changes in plain words, like brighter colors, and it rewrote the code.
SenseNova 6.8 Code2Video on GitHub · 27 October 2026Source
AI video generationFor: Indie makers who want polished demo videos
Rebuild an animation you like without the project file
I loved a product demo animation but had no project file. Code2Video can study a reference video's layout and motion and rebuild it in code, then change it as you ask. I swapped in my own product name and colors.
SenseNova 6.8 Code2Video on GitHub · 27 October 2026Source
AI video generationFor: Game designers and developers with a decent GPU
Walk a camera through a world you describe, one step at a time
I wanted to pitch a game level without building it. Hy-Nomas from Tencent is an open world model you steer with text and camera moves, one segment at a time. There is even a setup for a single RTX 4090, so I ran it on my own GPU.
AI video generationFor: Grok Bot users who also make videos
Make a quick clip from a Grok Bot chat with the Runway plugin
I was already chatting with my Grok Bot about a launch post and wanted a short video too. Runway is a plugin in Grok Bot, so I signed in with my Runway account and asked for the clip in the same chat. No new tab, no new app.
Runway changelog: Runway MCP for Grok Bot · 17 September 2026Source
Claude Code
Claude CodeFor: Developers who like short replies
Switch to the Concise style when you just want the answer
Some days I do not want a paragraph before the diff. The built-in Concise output style makes Claude lead with the result and skip the preamble. My terminal feels calmer.
Claude Code what's new: week 34 · 17 August 2026Source
Claude CodeFor: Developers using Claude Code Desktop
Pull up the API docs in Claude Code's own browser
I kept pasting chunks of docs into the chat. Claude Code on desktop has a built-in browser, so it opened the docs itself and read the page. It also clicks through my local preview the same way.
Claude Code what's new: week 28 · 6 July 2026Source
Claude CodeFor: Anyone whose Claude Code setup broke
Run /doctor when Claude Code starts acting weird
After a messy update my MCP servers kept failing. I ran /doctor, which does a full setup checkup, finds the problems and can fix them. Ten minutes of guessing turned into one command.
Claude Code what's new: week 28 · 6 July 2026Source
Claude CodeFor: Team leads sharing tools built with Claude Code
Publish an artifact that pulls each viewer's own data
I built a little sprint board as an artifact for my team. A published artifact can pull live data through each viewer's own MCP connectors when they open it. So everyone sees their own tickets, not mine.
Claude Code what's new: week 29 · 13 July 2026Source
Claude CodeFor: Developers who run tests from the Claude Code prompt
Type ! npm test and get the failure explained
I used to run tests, copy the error, then ask Claude what it meant. In shell mode, ! npm test runs the command and Claude responds to the output without a second prompt. It read the stack trace before I did.
Claude Code what's new: week 26 · 22 June 2026Source
Claude CodeFor: Developers who work across several repos
Move the session to the other repo with /cd
Halfway through a fix I realized the bug lived in our shared library repo. /cd moved the current session to the new folder without rebuilding the prompt cache. The conversation came along, and so did my train of thought.
Claude Code what's new: week 24 · 8 June 2026Source
Claude CodeFor: Developers running several sessions in parallel
See every session at once with claude agents
I had four Claude Code sessions going and kept forgetting which one waited on me. claude agents opens one screen showing what is running, what is blocked on me and what is done. I answer the blocked one first and get back to coffee.
Claude Code what's new: week 20 · 11 May 2026Source
Claude CodeFor: Back-end and full stack developers
Let Claude watch the server logs while you test
I was clicking through the app while the server spat errors in another window. With the Monitor tool, Claude streamed the background logs into the conversation and reacted live. It caught the error as soon as I hit the broken button.
Claude Code what's new: week 15 · 6 April 2026Source
Claude CodeFor: Team leads onboarding developers
Package your setup into a guide for the new hire
A new developer joined and I dreaded explaining our whole Claude Code setup again. /team-onboarding packaged it into a replayable guide. She was productive by lunch.
Claude Code what's new: week 15 · 6 April 2026Source
Claude CodeFor: Developers using more than one screen
Pop the diff pane out onto your second screen
My laptop screen was way too crowded with chat and diff side by side. In Claude Code Desktop, I popped the pane out into its own window and dragged it to my monitor. When I went back to the cafe, I docked it again.
Claude Code what's new: week 37 · 7 September 2026Source
Meta Muse
Meta MuseFor: Online shoppers in Singapore
Have Muse compare prices on Shopee and Lazada before you buy
In Singapore, I always check both apps for the same air fryer. Muse can research products and compare prices before buying on Shopee or Lazada. I just told it the model and my budget.
Meta newsroom: Muse now available in Singapore · 27 October 2026Source
Meta MuseFor: Busy households in Singapore
Plan the week's groceries on GrabMart through Muse
Sunday evening grocery planning drains me. In Singapore, Muse can plan grocery shopping through GrabMart and dining through Grab Dine Out. Nothing gets bought until I approve.
Meta newsroom: Muse now available in Singapore · 27 October 2026Source
Meta MuseFor: Deal hunters in Singapore
Let Muse remember the ShopBack cashback for you
I forget cashback every single time. With the ShopBack connector, Muse can help earn cashback on travel and shopping and claim in-store dining deals. It is free money I was leaving on the table.
Meta newsroom: Muse now available in Singapore · 27 October 2026Source
Meta MuseFor: Travelers in Singapore
Line up a weekend trip with Klook and Trip.com options
We wanted a quick getaway from Singapore and I did not want ten tabs. Muse can explore travel, ticketing and reservation options through Singapore Airlines, Agoda, Klook and Trip.com. It came back with a short list I could actually choose from.
Meta newsroom: Muse now available in Singapore · 27 October 2026Source
Meta MuseFor: People nervous about giving an AI agent access
Connect your accounts knowing the agent never sees the passwords
I almost did not connect anything because of my passwords. Muse runs on Muse Secure VM, a cloud computer that stores credentials for connected services while keeping passwords and payment methods out of the agent's view. It still checks with me before sending an email or buying something.
Meta newsroom: how Muse keeps data secure · 27 October 2026Source
Meta MuseFor: Muse users who prefer talking to typing
Talk to Muse out loud while it keeps working
Live voice conversations with Muse are rolling out gradually, and it showed up in my app this week. I talked through my week while it kept working on things in the background. If you do not see it yet, it seems to arrive with the rollout, not a setting.
All Things Muse: live voice conversations rollout · 25 October 2026Source
Meta MuseFor: Heavy Muse users
Top up tokens instead of stopping halfway
Muse was halfway through planning a family trip when I ran out of tokens. The app now lets you buy additional tokens to keep going. I topped up once rather than starting over next week.
Muse app release notes: version 12.0 · 17 October 2026Source
Meta MuseFor: People who shop with Muse
Buy the thing right in the chat without leaving
I asked Muse for a gift for my nephew and liked the first idea. Shopping in chat got easier in the latest update, so I checked out right in the conversation. It still asked me before spending anything.
Muse app release notes: version 13.1 · 24 October 2026Source
Meta MuseFor: People who rely on VoiceOver on iPhone
Use Muse with VoiceOver in the chat
My dad uses VoiceOver on his iPhone and some apps are a struggle for him. The latest Muse update brings better VoiceOver support in chat. He now asks Muse to keep track of his appointments by himself.
Muse app release notes: version 13.1 · 24 October 2026Source
Meta MuseFor: Freelancers and small agencies
Build a client pitch from your Figma and Dropbox files
I had the designs in Figma and old case studies in Dropbox and a pitch due Friday. Muse connects to tools like Figma, Dropbox and Asana, and can build client pitches toward a business goal. I reviewed it and it went out with my approval.
Muse app release notes: version 10.0 · 7 October 2026Source
OpenAI Dots
OpenAI DotsFor: Pro users in the U.S. who expense things
Text your dot a photo of the receipt
I had a lunch receipt in my hand and no patience for expense apps. I texted a photo of it to my dot like I would to a friend. It filed it with the rest of my monthly expense work.
ChatGPT docs: texting your dot · 28 October 2026Source
OpenAI DotsFor: People who think out loud
Send your dot a voice message while you walk
Typing on a crowded street is a pain. Texting supports voice messages, so I just held the button and rambled my to do list. My dot took it from there.
ChatGPT docs: texting your dot · 28 October 2026Source
OpenAI DotsFor: Anyone who hates notification noise
Tell your dot to text you only when it really matters
I did not want my phone buzzing with every small update. I told my dot to text me when something needs my attention and keep routine updates in ChatGPT. Now a text from it actually means something.
ChatGPT what's new: text your dot · 28 October 2026Source
OpenAI DotsFor: People who approve things on the go
Approve the request from the link your dot texts you
My dot needed a yes before sending a quote. It texted me a link, I opened it, reviewed the request in ChatGPT and approved. Done before the elevator reached my floor.
ChatGPT what's new: text your dot · 28 October 2026Source
OpenAI DotsFor: Android users with ChatGPT Pro in the U.S.
Set up texting on Android and save the contact card
I use Android, so I made sure RCS was on first. Then I opened my dot's profile, picked Texting, verified my number and saved the contact card it sent me. My first message went through right away.
ChatGPT release notes: texting your dot · 28 October 2026Source
OpenAI DotsFor: People careful about privacy
Text your dot knowing it cannot read your other chats
My first worry was whether it could see my family texts. It cannot. Your dot can only text you, only you can text it, and setting it up does not give access to your other text conversations.
ChatGPT docs: texting your dot · 28 October 2026Source
OpenAI DotsFor: People setting up texting for the first time
Keep your dot out of the family group chat
I thought it would be funny to add my dot to the family group. Group chats, phone calls and FaceTime are not supported through texting. When I want to talk it through, I call my dot in ChatGPT instead.
ChatGPT docs: texting your dot · 28 October 2026Source
OpenAI DotsFor: People who reach their dot in more than one place
Move from Slack to texting without starting over
I started a conversation with my dot in Slack at work and picked it up by text on the way home. Changing channels does not reset its memory, so it already knew what we were on. It also checks I have allowed it before sharing anything from a private chat with other people.
ChatGPT docs: dots channels · 28 October 2026Source
OpenAI DotsFor: Car owners who keep missing renewals
Have your dot renew the car registration in its browser
Renewing my car registration always gets pushed to the last day. My dot used its own cloud browser to work through the DMV renewal page. When it needed me, I took over for the step only I could do.
My dot said the run finished and I almost moved on. The docs say a completed run does not by itself confirm the result was achieved or delivered. I opened the task, saw an error, and we fixed it.
ChatGPT docs: dots tasks and memory · 28 October 2026Source
OpenAI DotsFor: People thinking of resetting their dot
Save the results before you delete your dot
I wanted to start fresh with a new dot. Deleting cannot be undone, and it will not undo changes in connected apps or recall messages already sent. So I saved the research files first, then deleted.
ChatGPT docs: dots controls · 28 October 2026Source
OpenAI DotsFor: Privacy-minded dot users
Check how your data settings apply to your dot
I wondered whether my dot's private notes get used for training. OpenAI says it does not train models directly on its proactive research or private notes. If that research ends up in an eligible conversation, my normal ChatGPT data settings apply.
ChatGPT docs: dots controls · 28 October 2026Source
OpenAI DotsFor: People letting a dot handle email
Ask for drafts and know drafts are not permission to send
I asked my dot to draft replies to three vendors and got nervous it would send them. Asking it to draft does not give it permission to send. I read them, tweaked one, then said send.
ChatGPT docs: dots controls · 28 October 2026Source
OpenAI DotsFor: People with repeating weekly tasks
Give one clear standing instruction with who, what and when
I was tired of approving the same thing every Monday. I told my dot: every Monday, send the team the status summary in our project channel. A specific instruction like that covers future actions in that scope, and anything outside still needs me.
ChatGPT docs: dots controls · 28 October 2026Source
OpenAI DotsFor: Anyone tightening what their dot can do
Check plugin permissions, not just your custom rules
I set a custom rule and assumed that covered everything. Custom rules and plugin permissions are separate, so I selected Open Plugins and reviewed what each app is allowed to do. One plugin had more access than I wanted.
ChatGPT docs: dots controls · 28 October 2026Source
OpenAI DotsFor: People with more than one computer at home
Connect the work laptop, not the family desktop
My dot can connect to only one personal computer at a time. I picked my work laptop, since that is where my files and code live. It has to be online with the ChatGPT app open for my dot to use it.
I have a couple of local skills I rely on, and my dot could not use them at first. Local skills require a connected computer. Once I connected my Mac through its profile, they worked.
ChatGPT docs: dots computers and apps · 28 October 2026Source
OpenAI DotsFor: New dot users
Connect Gmail separately even after you set up texting
I set up texting and assumed my dot could now read my email. Connecting a messaging channel does not connect your inbox, other apps or your computer. I connected Gmail on its own so it could actually help with email.
Ask your account team about residency before turning dots on
Our company has strict data residency rules. The admin guide says to confirm dots support with your account team before enabling if you need data or inference residency or Enterprise Key Management. We did, and it saved us a rollback.
ChatGPT docs: set up dots for work · 28 October 2026Source
OpenAI DotsFor: Families who share a device
Dress up your dot so the kids recognize it
My kids kept calling it the blob. I gave our dot a name and picked its shape, color, eyes, glasses and accessories. It sounds silly, but now everyone at home knows whose dot is talking.
Turn off past chat search when something is private
I had some personal chats I did not want pulled into work tasks. Duet uses the same Search and reference chats setting as Claude, so I switched it off in Settings > Your Claude. I can turn it back on any time.
Claude Help Center: get started with Claude Duet · 21 October 2026Source
Claude DuetFor: Professionals coming back from time off
Catch the Slack and Gmail messages you missed while sick
I was out for three days and came back to chaos. Duet found the Gmail and Slack messages I had missed and helped me reply. I started the week caught up instead of buried.
Claude blog: Introducing Claude Duet · 21 October 2026Source
Claude DuetFor: Small shop owners
Have Duet prototype a simple order form app
Customers kept ordering through WhatsApp and I kept losing orders. Duet can prototype and build web apps, so I described a simple order form. I had something to test with two regulars the next day.
Claude blog: Introducing Claude Duet · 21 October 2026Source
Claude DuetFor: Desk workers on Pro or Max in the U.S.
Check on Duet from claude.ai at your desk
I set up Duet on my phone but spend most of the day on my laptop. Duet is on claude.ai too, not just iOS and Android. So I check the Tasks tab between meetings without picking up my phone.
Claude blog: Introducing Claude Duet · 21 October 2026Source
Claude DuetFor: People who changed their mind about past plans
Delete the old chat so Duet stops pulling it up
Duet kept bringing up an old pricing idea I had abandoned. It searches my Duet chats and my Claude chats outside projects, and a deleted chat is removed from search. I deleted that one chat and the zombie idea finally stayed dead.
Claude Help Center: get started with Claude Duet · 21 October 2026Source
Claude DuetFor: Anyone letting Duet use websites without a connector
Type the website password into Duet's separate form
Duet hit a supplier portal that wanted my password, and I did not want it sitting in the chat. When a site asks, you type it into a separate form on your device that sends it straight to Duet's browser. The password stays out of the conversation.
Claude Help Center: get started with Claude Duet · 21 October 2026Source
Claude DuetFor: New Duet users coming from Claude
Stop hunting for a model picker in Duet
I looked everywhere for a model menu in Duet and there is none. During the preview it runs on Claude Opus 5.5 and decides how much effort a job needs. So now I just describe the job well and let it size the work.
Claude Help Center: get started with Claude Duet · 21 October 2026Source
Claude DuetFor: People buying things through Duet
Know who to contact when a Duet purchase goes sideways
My order arrived broken and I had no idea who to complain to. Delivery and returns go to the store, a Link charge problem goes to Link, and if Duet picked the wrong product you contact Anthropic. Knowing that saved me a confused afternoon.
Claude Help Center: get started with Claude Duet · 21 October 2026Source
Claude DuetFor: People whose files live on their own computer
Put the file in Google Drive because Duet cannot see your laptop
I asked Duet to use a spreadsheet sitting on my desktop and it could not find it. Duet cannot see the files on your computer, so I moved it into Google Drive, which I had connected. It picked it up on the next try.
Claude Help Center: get started with Claude Duet · 21 October 2026Source
Claude DuetFor: Anyone whose inbox gets sketchy emails
Read the approval request because emails can carry tricks
A strange email told whoever reads it to send the invoice list to a new address. Duet treats what it reads as information, but no defense is perfect, which is why it asks before sending, paying, signing or deleting. I read each approval request properly now.
Claude Help Center: get started with Claude Duet · 21 October 2026Source
28 October 2026 (120 ideas)
Grok Bot
Grok BotFor: Anyone who uses 1Password
Let your Bot log in with 1Password without sharing a whole vault
I never liked the idea of handing an assistant a shared vault full of every password I own. Now 1Password connects without one. When your Bot needs to sign in somewhere, you approve that single login in 1Password, it gets filled into the Bot's browser, and the Bot never sees the password itself.
Grok Bot changelog v0.77.0: 1Password without a shared vault · 26 October 2026Source
Grok BotFor: People switching from another AI assistant
Bring your preferences over from the assistant you used before
Switching assistants usually means a month of re-explaining that you hate long emails and your kid's school is on a weird calendar. Import Memory in Settings pulls your preferences and context from another AI assistant into your primary Bot. Do it on day one and your Bot starts out knowing how you like things done.
Grok Bot changelog v0.77.0: Import Memory · 26 October 2026Source
Grok BotFor: Busy parents and planners
Answer five setup questions in one quick card
Planning a birthday party used to mean a long back and forth: how many kids, which Saturday, budget, allergies. Bots can now ask several questions on one card that steps through them. If none of the choices fit, tap Your own answer and type what you actually mean.
Grok Bot changelog v0.77.0: multi-question cards · 26 October 2026Source
Grok BotFor: Team leads and ops folks
Paste the comparison table straight into Slack
Your Bot just built a lovely table comparing three vendors and now you have to share it with the team. Tables in chat have a copy button that copies them for Slack or as markdown, and wide ones open full screen with zoom. One click and the table lands in the channel looking like a table, not a mess of pipes.
Grok Bot changelog v0.77.0: copy tables for Slack or markdown · 26 October 2026Source
Grok BotFor: People who let their Bot buy things
Pick the card your Bot should reach for first
My Bot kept asking which card to use for every tiny order. The Vault now has a Payments tab where you choose the payment method Bots use first. You still approve every purchase, so it is about less friction, not less control.
Grok BotFor: Freelancers with work and personal accounts
Tell your Bot which login is for work and which is for home
Two accounts on the same site is where assistants trip up. Vault entries now have a Hints field, so you can write something like 'use this one only for the office supply orders'. The Bot reads the hint and picks the right login instead of guessing.
Grok Bot changelog v0.77.0: Vault Hints field · 26 October 2026Source
Grok BotFor: Online shoppers
Hand all your returns and refunds to Order Concierge
There is always one refund I forget about until the return window closes. The new Order Concierge template tracks your orders, refunds and returns. Set it up once and let it nag you about the box sitting by the door, and it never buys anything without your OK.
Grok Bot changelog v0.77.0: Order Concierge template · 26 October 2026Source
Grok BotFor: Bargain hunters and new parents
Have Deal Watcher keep an eye on the price of that stroller
We waited three weeks for a stroller to go on sale and checked the page every night. The Deal Watcher template watches prices and coupons for you. When the price drops it tells you, and it still will not buy anything until you say yes.
Your sales Team Bot knows the pipeline and your finance Team Bot knows the invoices, and you are stuck copying between them. In a DM with a Team Bot, teammates can now have it message other Team Bots they can use. Ask the sales Bot to check with the finance Bot about unpaid deals and get one answer back. This one is for Teams plans.
Grok Bot changelog v0.77.0: Team Bots message other Team Bots · 26 October 2026Source
Grok BotFor: Anyone who wants fewer approval cards
Sort your Auto-review rules into always ask and just do it
After a few weeks your approval rules end up scattered and you forget what you allowed. Settings now has a Permissions section listing Auto-review rules under Always Ask and Allow without Asking, each with an Add Rule button. Spend five minutes there: payments stay under Always Ask, and the harmless calendar stuff moves to the other side.
Grok Bot changelog v0.77.0: Permissions section in Settings · 26 October 2026Source
Claude
ClaudeFor: Max and Team subscribers who tinker
Use your Max plan's API credits to run a small side project
I had a little script idea for months but did not want another bill. Max and Team plans now include monthly API credits for running your own apps and agents on the Claude Platform. Link a Claude Console organization in Settings > Billing (or Organization settings > Billing on Team) to claim them, then point your weekend project at the API.
Claude release notes: monthly API credits for Max and Team · 7 October 2026Source
ClaudeFor: Small support teams and developers
Tag a thousand support tickets cheaply with Haiku 5.5
A friend running a small online shop had a backlog of tickets nobody had sorted. Haiku 5.5 is Anthropic's cheapest and fastest small model, built for high-volume, cost-sensitive jobs like this. Use it to label each ticket by topic and urgency, then save the bigger models for the tricky replies.
Claude release notes: Claude Haiku 5.5 launch · 7 October 2026Source
ClaudeFor: Office workers on Microsoft 365
Let Claude actually move the meeting in Outlook
Reading your calendar is nice, fixing it is better. With write tools turned on for the Microsoft 365 connector, Claude can draft and send email, manage calendar events and update files in OneDrive and SharePoint. An Entra admin has to consent first and Teams stays read only, so check with IT before you get excited.
Claude release notes: write tools for the Microsoft 365 connector · 7 July 2026Source
ClaudeFor: Managers who live on their phone
Pull up a live chart on your phone in the middle of a meeting
Someone asks how sales trended this quarter and your laptop is in the other room. The Claude mobile app can connect to fully interactive apps, so live charts and diagrams render right in the conversation. Ask on your phone, turn the screen around and the question is answered.
Claude release notes: interactive apps in Claude for iOS and Android · 25 March 2026Source
ClaudeFor: Small business owners and buyers
Have Claude in Chrome check the same website every Monday
Every Monday I opened the same three supplier pages to see if anything changed. Claude in Chrome can run scheduled browser tasks on a recurring schedule, so you set it once and it does the clicking. It launched in beta for Max first, so check your plan before you count on it.
Claude release notes: Claude in Chrome scheduled tasks · 24 November 2025Source
ClaudeFor: People stuck with repetitive web admin
Approve the plan once and let Claude finish the boring web form
Some web chores are twenty clicks you have done a hundred times. In Claude in Chrome you can approve Claude's plan, and it runs the whole workflow inside those approved boundaries without stopping to ask at every step. You stay in charge of the plan, it handles the clicking.
Claude release notes: Claude in Chrome follow a plan · 24 November 2025Source
ClaudeFor: Spreadsheet users who dread pivots
Ask Claude in Excel to build the pivot table you always mess up
Pivot tables are the thing I google every single time. Claude for Excel supports native Excel operations like pivot table editing and conditional formatting. Ask it to summarise sales by region and color anything below target in red, and you are done before your coffee cools.
Claude release notes: Claude for Excel pivot tables and conditional formatting · 5 February 2026Source
ClaudeFor: Teams setting up Claude for real work
Grab a ready-made skill from the partner directory
You do not have to write every skill yourself. Claude has a directory of partner-built skills, plus org-wide skill management on Team and Enterprise. Browse it before you spend an afternoon teaching Claude a workflow someone already packaged.
Claude release notes: skills for organizations and partners · 18 December 2025Source
ClaudeFor: Developers and indie makers
Ship your plugin to the Claude directory and watch who uses it
If you built a handy plugin for your own team, other people probably want it too. Claude now has a developer portal where you submit plugins to the Claude directory, track them through review, and see usage analytics once they are live. It is the difference between a tool on your laptop and a tool people find.
Claude release notes: build plugins for Claude · 25 September 2026Source
ClaudeFor: Students and researchers
Keep one long research chat going for weeks
My thesis chat used to hit the length limit right when it got useful. Claude now summarises earlier messages when a chat gets near its context limit, which makes very long conversations possible with fewer length errors. Keep your whole research thread in one place instead of starting over and re-explaining.
Claude release notes: context window compaction · 24 November 2025Source
ChatGPT
ChatGPTFor: Apple households
Ask ChatGPT what is on your iCloud calendar this weekend
Our family runs on an iCloud calendar that nobody ever checks. ChatGPT now has iCloud Mail and Calendar plugins on all plans, on web, desktop and iOS. Ask what is happening Saturday and whether the plumber's email ever came, without opening three apps.
ChatGPT release notes: iCloud Mail and Calendar plugins · 27 October 2026Source
ChatGPTFor: Small teams on Plus or Pro
Kick off a ChatGPT Work task when a message lands in Slack
Every time someone posts 'new client signed' in Slack, someone has to start the onboarding doc. In ChatGPT Work on Plus and Pro, a scheduled task can be triggered by a Slack message once you add @ChatGPT to the channel. Let the message start the doc and you just review it.
ChatGPT release notes: Slack-triggered tasks in Work · 27 August 2026Source
ChatGPTFor: Anyone with a scheduled task worth sharing
Share your weekly task so a friend gets their own copy
My Sunday meal plan task was so good my sister wanted it. You can now share a scheduled task, and the other person makes an independent copy for themselves. They tweak it for their family and yours keeps running untouched.
ChatGPT release notes: share scheduled tasks · 27 August 2026Source
ChatGPTFor: People who like a clean chat history
Use a temporary chat that still knows you, then keep it if it was good
Sometimes you want a quick throwaway chat but you do not want to explain who you are again. Temporary chats can now be personalized, and if the chat turns out useful you can save it. Brainstorm the gift idea privately, then keep the one that worked.
ChatGPT release notes: personalized temporary chat · 27 August 2026Source
ChatGPTFor: Freelancers juggling clients
Wall off an old project so its memory stays inside
I had a client project that kept leaking into my other chats. You can now switch an existing project to project-only memory. Flip it once and that client's details stay in that project instead of turning up in your vacation planning.
ChatGPT release notes: switch a project to project-only memory · 20 August 2026Source
ChatGPTFor: Mac users who coordinate by iMessage
Have ChatGPT draft the group text and wait for your OK
Coordinating carpools by text is a full time job. On Apple silicon Macs, the Apple Messages plugin lets ChatGPT work with your messages in Work or Codex, and it asks for your approval before sending anything. Let it draft the pickup schedule to the parents group, read it, then hit approve.
ChatGPT release notes: Apple Messages plugin · 20 August 2026Source
ChatGPTFor: Homeowners who keep everything in Drive
Bring a Google Drive folder into your ChatGPT Library
All the house paperwork lives in one Drive folder that I never open. You can now add a Google Drive folder to your Library, from My Drive only. Point ChatGPT at it and ask when the boiler warranty ends or which insurer you used last year.
ChatGPT release notes: Google Drive folders in Library · 13 August 2026Source
ChatGPTFor: People who think out loud
Drop the PDF into a voice chat and keep talking
I was talking through a rental contract on a walk and needed ChatGPT to see the actual clause. You can now upload a file inside a Voice conversation. Share the document and keep asking questions out loud instead of switching to typing.
ChatGPT release notes: file upload in Voice · 13 August 2026Source
ChatGPTFor: Anyone who cares about account safety
Check your ChatGPT security history after a weird login email
Got a strange 'new sign in' email and felt that little panic? ChatGPT now has a security history you can look at. Open it, see recent account security events, and decide calmly whether you need to change anything.
ChatGPT release notes: security history · 25 September 2026Source
ChatGPTFor: Writers and desk workers
Ask a quick question from your desktop pet without leaving your doc
I hate breaking my writing flow just to ask one small question. In the ChatGPT desktop app on macOS and Windows, the floating Pets controls give you a Quick Chat: press Option+Space on a Mac or Windows+Alt+P on Windows, type or talk, and keep working while it answers. Pick Mini if you want the controls without the little companion.
ChatGPT What's new: quick chat from your pet · 7 September 2026Source
OpenAI Codex
OpenAI CodexFor: Pro users who live in Codex
Let Codex finish your sentence with Tab
Typing the same kind of instruction to Codex all day gets old. Composer predictions in the Codex desktop app suggest how to finish what you are writing, and you press Tab to accept. It is a Pro feature, so check your plan.
ChatGPT release notes: Codex composer predictions · 9 October 2026Source
OpenAI CodexFor: Developers with slow builds
Start a long Codex job and close your laptop
The test suite takes forty minutes and I want to go home. Codex Cloud supports reusable environments, so your repo setup is saved and tasks keep running in the cloud while your computer sleeps. Kick it off, shut the lid, and read the result on your phone later.
Let Codex use the website's own buttons instead of guessing
Clicking around a web app with an agent can be slow and fragile. With Site tools (WebMCP), Codex can use actions a website offers in the desktop app's built-in browser, like finding a section in a doc editor or adding a comment. It needs GPT-5.6 Sol or Terra and is not available in Enterprise or Edu workspaces.
ChatGPT What's new: Site tools (WebMCP) · 24 August 2026Source
OpenAI CodexFor: Terminal-first developers
Run Codex CLI with automatic approval review
Babysitting approval prompts in the terminal kills your focus. Codex CLI 0.147.0 adds --approve-for-me, which turns on automatic approval review for eligible requests without widening filesystem or network permissions. Let it handle the routine yeses while the sandbox stays as tight as before.
ChatGPT What's new: Codex CLI 0.147.0 · 3 August 2026Source
OpenAI CodexFor: Developers with many parallel chats
Sort your Codex CLI chats into sections that stay put
After a week my Codex chats were a long list of 'fix bug' and 'try again'. Codex CLI 0.147.0 adds persistent chat sections you can order by hand. Make one per project or per sprint and stop scrolling to find yesterday's work.
Send the real security findings to Linear and flag the false alarms
Security scans are useless if the findings sit in a report nobody opens. The hosted Codex Security plugin lets you pick findings to track in Linear or GitHub Issues, with Codex reviewing the proposed action before you approve it. You can also mark false positives so the next scan is less noisy.
Catch up on everything waiting for you with the bell
I came back from lunch to five Codex chats and no idea which ones needed me. The desktop app's Activity view gathers recent chats and the work that needs your attention. Click the bell in the sidebar and handle the blocked ones first.
ChatGPT What's new: Activity view · 27 July 2026Source
OpenAI CodexFor: Developers who deploy on DigitalOcean
Have Codex work inside a DigitalOcean Droplet
Some projects only make sense on a real server, not your laptop. The DigitalOcean Droplet Workspace plugin lets Codex work in a Droplet. Spin one up for a messy experiment and keep your own machine clean.
Let Codex keep using the Mac after you lock the screen
Walking away from a computer use task used to mean leaving your screen unlocked. Codex can now keep going with computer use after your Mac locks. Lock it, grab coffee, and come back to finished work without leaving your desk open to anyone.
ChatGPT release notes: computer use on a locked Mac · 21 May 2026Source
OpenAI CodexFor: Linux developers
Run Codex in the desktop app on your Linux box
Linux folks always get the desktop app last. The ChatGPT desktop app for Linux is in preview, with .deb packages for Ubuntu and Debian and .rpm for Fedora, on x64 and ARM64. Sign in and work with projects, local files and Codex, just know Computer Use is not in the preview yet.
ChatGPT What's new: desktop app for Linux · 10 August 2026Source
Google Gemini
Google GeminiFor: Students and researchers
Save a useful chat straight into your Gemini Notebook
I used to copy answers into notes and lose them anyway. Gemini Notebook is now a Connected App, so you can type @Gemini Notebook to create a notebook, add this chat as a source, or ask what your notebooks say about a topic. It is on by default in most places, but off by default in the EEA, so check Settings > Connected Apps.
Google Workspace Updates: Gemini Notebook Connected App · 23 October 2026Source
Google GeminiFor: Casual photographers
Edit a photo with Adobe right inside a Gemini chat
The holiday photo is perfect except the lighting. Gemini now connects to more than 40 apps, and Adobe is one of them for editing photos. Connect it, describe the fix, and skip opening a whole editing app for one picture.
Gemini release notes: more connected apps including Adobe · 13 October 2026Source
Google GeminiFor: Volunteers and parents
Make the bake sale flyer through the Canva connection
The school bake sale needed a flyer by tomorrow and nobody on the committee designs. Gemini can connect to Canva and help you create a flyer from a chat. Tell it the date, the place and the vibe, then tidy it up in Canva.
Gemini release notes: Canva, OpenTable and Instacart apps · 19 May 2026Source
Google GeminiFor: Non-coders with app ideas
Build a working prototype in Canvas with 3.6 Flash
My friend wanted a tiny app to track who owes what for the flat. Gemini 3.6 Flash is pitched for multi-step projects like building a working prototype with the Canvas tool. Describe the idea, let it build, then click around and ask for fixes.
Gemini release notes: Gemini 3.6 Flash · 21 July 2026Source
Google GeminiFor: Curious kids and their adults
Zoom layer by layer into how a volcano works
My nephew asked how volcanoes work and a wall of text was not going to cut it. For specific topics, Gemini with the Pro model can show interactive multi-layer images you zoom into, layer by layer. It is English only and limited to certain topics, but when it shows up it beats a textbook.
Gemini release notes: interactive multi-layer images · 19 May 2026Source
Google GeminiFor: Families and visual learners
Get a 60 second narrated video overview of a topic
Before a museum trip I wanted a quick primer my family would actually watch. Gemini can generate narrated Video Overviews of 30 to 60 seconds for specific topics when you use the Pro model, in English. Ask for one on the exhibit theme and play it in the car.
Gemini release notes: Video Overviews · 19 May 2026Source
Google GeminiFor: Mac users
Share your spreadsheet window with Gemini on Mac
Explaining a spreadsheet by typing is painful. In the Gemini app for Mac, press Option + Space to bring it up beside any app and share your window, so Gemini sees what is on screen. Ask why the totals do not add up while you look at the same thing.
Gemini release notes: Gemini for Mac · 15 April 2026Source
Google GeminiFor: US Pro and Ultra subscribers
Let auto browse in Chrome fill the boring web steps
Renewing a library card online should not take twenty minutes. Gemini in Chrome has a preview of auto browse that automates tasks while keeping you in control. It is US only for Google AI Pro and Ultra subscribers on Windows, macOS and Chromebook Plus, and not for Workspace business or education accounts yet.
Gemini release notes: Gemini in Chrome auto browse · 28 January 2026Source
Google GeminiFor: People making slides in a hurry
Quickly edit an image with Nano Banana from the Chrome side panel
You found the right product photo for your slide but it has a busy background. Gemini in Chrome's side panel can edit images with Nano Banana without leaving your tab. Fix it right there and drag it into your deck. It is in the US on Windows, macOS and Chromebook Plus for now.
Gemini release notes: Gemini in Chrome · 28 January 2026Source
Google GeminiFor: Drivers with Android phones
Talk through your errands with Gemini in Android Auto
Driving home I always remember five things I need to do. Gemini in Android Auto replaces Google Assistant there and lets you speak naturally and go back and forth. Ask it to sort out what you just remembered while your eyes stay on the road.
Gemini release notes: Gemini in Android Auto · 20 November 2025Source
AI image generation
AI image generationFor: Shop owners and designers
Circle the bit you want changed instead of describing it
Describing 'the second mug from the left' never works. Dola Seedream 5.0 Pro on Dreamina lets you edit by drawing an arrow or circling a region. Circle the mug, say 'make it blue', done. It is for paying Dreamina subscribers in Europe, Asia, the Middle East, South America and the US.
Dreamina: Dola Seedream 5.0 Pro launch · 23 October 2026Source
AI image generationFor: Social media designers
Split an image into layers you can drag around
The poster was nearly right but the logo sat in the wrong corner. Seedream 5.0 Pro can separate elements into draggable, scalable layers in supported Dreamina features. Move the logo, shrink the headline, and keep the rest exactly as it was.
Dreamina: Seedream 5.0 Pro layers · 23 October 2026Source
AI image generationFor: Multilingual communities and NGOs
Make an infographic in Arabic or Japanese that reads properly
Our community group needed the same chart for Arabic and Spanish speaking parents. Seedream 5.0 Pro is better at text rendering and translation, generating charts, diagrams and presentation pages in more than 10 languages. Generate the English version, then ask for the translated one and check it with a native speaker.
Dreamina: Seedream 5.0 Pro text and translation · 23 October 2026Source
AI image generationFor: Small product brands
Relight a midday product shot into golden hour
The candle photos were shot under harsh noon light and looked flat. MAI Image 2.7 from Microsoft AI is built for edits like restyling or relighting a whole scene and moving a product into a new setting. It launched in preview and showed up on Arena's edit leaderboard, so try your shot there.
Microsoft AI: MAI Image 2.7 · 27 October 2026Source
AI image generationFor: Event organizers
Try MAI Image 2.6 for a poster with lots of text
Most models mangle the small print on an event poster. MAI Image 2.6 launched at No. 2 on Arena's text-to-image board, with stronger text rendering as one of the headline gains. You can try it on Arena, and Microsoft says it is generally available in Microsoft Foundry for developers. Run your poster through it and compare with your usual model.
Microsoft AI: MAI Image 2.6 · 27 October 2026Source
AI image generationFor: Developers and print businesses
Plug Canva Craft into your own app through the API
A print shop owner I know wanted customers to generate a design right on her order page. Canva Craft is available to developers through Canva's public API, at 2K in any aspect ratio. Hook it into your site and let customers start from a generated design.
Canva: Canva Craft public API · 22 October 2026Source
AI image generationFor: Interior designers
Feed FLUX 3 Klein ten reference photos for one moodboard
Mixing a fabric swatch, a chair and a lamp into one room image used to take endless tries. FLUX 3 Image Klein supports multi-reference generation with up to 10 reference images. Drop in your references, describe the room, and get one image that pulls them together.
Black Forest Labs: FLUX 3 Image Klein multi-reference · 15 October 2026Source
AI image generationFor: Founders designing their own brand
Compare image versions side by side in Codex
Picking between four logo drafts in a chat scroll is maddening. In Codex, open a generated image in the expanded viewer and switch between Focused view and Canvas view, then comment across images to pick and refine versions. Your notes stay next to the picture.
ChatGPT What's new: refine images in Canvas view · 27 July 2026Source
AI image generationFor: Creators on Creative Cloud
Turn one product shot into a full set of social posts with Firefly
One good photo, six formats needed, one evening. Firefly AI Assistant takes requests like turning a product shot into a full set of social assets and runs the steps across Creative Cloud apps. It is for Creative Cloud Pro or paid Firefly plans.
Adobe: Firefly AI Assistant public beta · 27 April 2026Source
AI image generationFor: People working with AI agents
Let your agent make images from ten references in Runway MCP
When I am already chatting with an agent, I do not want to open another app for images. Seedream 5.0 Flash is live in Runway MCP and makes 1K or 2K images from text or from up to 10 reference images. Ask your agent for the banner using your product photos and keep going.
Runway changelog: Seedream 5.0 Flash in Runway MCP · 12 October 2026Source
AI video generation
AI video generationFor: Small business marketers
Let Runway Ads study your best ad and make the next ones
Our bakery had one Instagram ad that just worked and we never knew why. Runway Ads reads your best performers on Meta, Google and TikTok, generates on-brand variants for each placement, and publishes only the ones you approve. It comes with every paid plan.
Runway changelog: Runway Ads · 27 October 2026Source
AI video generationFor: Videographers and families with old footage
Turn your old SDR footage into HDR with Runway Ruby
My wedding videos look dull on a new TV. Runway Ruby converts SDR video into true HDR, including your own files, not just Runway generations. It is on Max plans and up, in Tool Mode and Workflows.
Runway changelog: Runway Ruby · 20 August 2026Source
AI video generationFor: Editors and colorists
Export generations as ProRes for the real edit
A compressed MP4 falls apart once you start grading it. Runway Tool Mode and Edit Studio can export Gen-4.5 and Aleph 2 generations as ProRes 4444 with PCM audio or as a PNG sequence. Drop it on your timeline and grade it like proper footage. Pro plans and up.
Runway changelog: ProRes and PNG sequence export · 10 August 2026Source
AI video generationFor: Small creative teams
Share one credit pool across a tiny video team
Three freelancers, three subscriptions, constant 'who has credits left?'. Runway's Team plan puts every seat's 6,900 monthly credits into one shared pool, with shared projects for up to nine people and comments on generations. Everyone draws from the same bucket.
Runway changelog: Team plan · 4 September 2026Source
AI video generationFor: Explainer video makers
Add an expressive voiceover to your clip through Runway MCP
A silent explainer video loses people in five seconds. Fish Audio Drama 3 is in Runway MCP and turns scripts into expressive voiceovers with seven voices and cues for whispers, laughter and dramatic moments. Paste the script, pick a voice, and lay it under your clip.
Runway changelog: Fish Audio Drama 3 · 14 October 2026Source
AI video generationFor: Short video creators
Fix just the four seconds that went wrong
Usually one weird moment ruins a clip and you regenerate the whole thing. Seedance 2.5 on Dreamina lets you edit specific timestamps, characters or other elements inside a video. It is rolling out to subscribers over 16 in Europe, Asia, the Middle East and South America, not the US yet.
Dreamina: Seedance 2.5 launch · 23 October 2026Source
AI video generationFor: Brand and product marketers
Give Seedance 2.5 your whole brand kit for one clip
Getting a product ad to look like your brand takes a lot of reference. Seedance 2.5 takes up to 50 multimodal references for a single clip, from images and video to audio and text. Load your product shots, jingle and style notes and get a clip that actually looks like you.
Dreamina: Seedance 2.5 references · 23 October 2026Source
AI video generationFor: Student and indie filmmakers
Apply for free credits to make a ten minute film with VideoGen
A student filmmaker friend had a script but no budget. VideoGen Model 1 turns a written brief into multi-shot videos up to ten minutes long, and the company opened applications for a 1 million dollar pool of free credits. Rollout started with limited private partners, so apply and be patient.
AI video generationFor: Agencies and studios with their own GPUs
Run an open-weight omni-reference video model in your own studio
Some agencies cannot send client footage to outside services. FastH3-Omni is an open-weight, accelerated version of MiniMax H3 with image, video and audio references and 5 to 15 second clips with synced audio. Your team can host it themselves and keep the footage in house.
Nuva Lab: FastH3-Omni release · 20 October 2026Source
AI video generationFor: E-commerce sellers
Borrow the pacing of a video you love and swap in your product
You saw a gadget video with perfect rhythm and wished it was yours. Kling 4.0's creative recreation can draw on a reference video's pacing, shot composition and style and replace the products, characters and assets inside it. Use a clip you have the rights to and put your product in the starring role.
Kuaishou: Kling 4.0 launch · 16 October 2026Source
Claude Code
Claude CodeFor: Plugin authors
Test your Claude Code plugin before you share it
I shipped a plugin to my team once and it made things worse. claude plugin eval runs your plugin against test cases, scores the results and compares them with a no-plugin baseline. Run claude plugin eval init to have it draft the cases and graders for you.
Claude Code What's new: Week 37 · 7 September 2026Source
Claude CodeFor: Frontend developers
Sketch three UI options with /design and build the winner
Arguing about a settings page in words never ends. /design is a research preview that brings Claude Design's artboard workflow into the CLI and Desktop, so Claude drafts editable artboards for your UI and implements the one you pick. Show the team three options and let them point.
Claude Code What's new: Week 34 · 17 August 2026Source
Claude CodeFor: Developers who switch between CLI and Desktop
Pick up a terminal session in the Desktop app
Started a refactor in the terminal on Friday and want the nicer Desktop view on Monday? Type /resume in the Claude Code Desktop prompt box to continue any session you started from the CLI, with the full conversation intact. No re-explaining the plan.
Claude Code What's new: Week 35 · 24 August 2026Source
Claude CodeFor: Pro and Max users on long tasks
Let Desktop finish the job after your limit resets
Hitting your session limit at 6 PM in the middle of a migration is the worst. In Claude Code Desktop, check Auto-continue when limits reset on the limit card, and the app retries the interrupted turn once your limit resets. Go to dinner and come back to progress.
Claude Code What's new: Week 33 · 10 August 2026Source
Claude CodeFor: Developers running parallel sessions
Have one Claude Code session tell another what it found
My backend session found the bug, and I had to copy the explanation into the frontend session by hand. On macOS and Linux, Claude Code sessions can now message each other, passing a finding or decision along. Let the sessions talk and stop being the courier.
Claude Code What's new: Week 32 · 3 August 2026Source
Claude CodeFor: Heavy skill users
Find out which skills are eating your context
After a few months I had a pile of skills and no idea which ones I used. /skill-doctor shows what each skill costs in context and how often it gets used. Trim the dead ones and your sessions get lighter.
Claude Code What's new: Week 36 · 31 August 2026Source
Claude CodeFor: Mac app developers
Let Claude click through your Mac app while you keep working
Computer use used to mean watching your own screen get hijacked. On Pro and Max plans, computer use in the Claude Code Desktop app works in the background on macOS while you keep working. Let it test the settings flow while you answer email.
Claude Code What's new: Week 36 · 31 August 2026Source
Claude CodeFor: Developers who use screen readers
Use Claude Code with a screen reader in plain text
A blind developer friend gave up on fancy terminal UIs years ago. Claude Code has a screen reader mode that swaps the visual interface for plain, linear text for readers like VoiceOver and NVDA. Questions and permission changes are announced in plain words too.
Claude Code What's new: Week 29 · 13 July 2026Source
Claude CodeFor: Developers who like to experiment
Fork the chat to try a risky idea in the background
Halfway through a session you think 'what if we just rewrote this module'. /fork copies your conversation into a new background session while you keep working in the original. Let the fork chase the wild idea and keep the main line safe.
Claude Code What's new: Week 29 · 13 July 2026Source
Claude CodeFor: Developers stuck on a nasty bug
Type ultrathink when a bug deserves real effort
Some bugs need Claude to think harder than usual. In the interactive terminal, ultrathink now runs that turn at xhigh effort on Opus 5.5, Sonnet 5.5, Haiku 5.5 and Fable 5.1 through Anthropic's API. Type it while Claude is working and it raises the rest of that turn.
Claude Code changelog 2.1.311 · 26 October 2026Source
Meta Muse
Meta MuseFor: People juggling a big life project
Give the wedding planning its own side chat
My main Muse chat was half work and half seating charts. Side chats are separate conversations that keep a topic tidy, and Muse stays aware across the main chat and side chats. Start one for the wedding and stop scrolling past caterer quotes at work.
Meta Help Center: get started with Muse · 28 October 2026Source
Meta MuseFor: Commuters with too much reading
Turn a long report into a podcast for your commute
Nobody reads a 40 page report on a train. Muse can generate artifacts including PDFs, spreadsheets, documents, images and podcasts. Upload the report, ask for a short podcast version and listen on the way in.
Meta Help Center: Muse files and artifacts · 28 October 2026Source
Meta MuseFor: Regular online shoppers
Let Muse compare prices on one site without asking every time
Approving every click while Muse compares prices gets old fast. When Muse asks, you can choose Allow for this site, so it can take that type of action on that website without asking again. Save that for the stores you trust and keep Always ask for everything else.
Meta Help Center: Muse approvals · 28 October 2026Source
Meta MuseFor: New Muse users
Read your Muse activity log at the end of the week
Trust but verify. Tap your assistant icon to open the Activity log, a timeline of actions Muse took and permissions you gave it. A five minute Friday scroll tells you what it did and whether any permission should be pulled back.
Meta Help Center: monitoring Muse's actions · 28 October 2026Source
Meta MuseFor: Professionals who value transparency
Ask Muse to add a note that your agent wrote the email
Some people feel tricked when they find out an AI wrote the message. Muse can add a note to emails, texts or artifacts saying they were generated by your AI agent. Turn that on for messages to clients and nobody feels misled.
Meta Help Center: Muse attribution tip · 28 October 2026Source
Meta MuseFor: People who avoid phone calls
Ask Muse to call the salon and check opening hours
I put off booking a haircut for weeks because I hate phone calls. Meta is experimenting with Muse making phone calls to businesses with public numbers, for things like opening hours or a booking. It is an experiment and not everyone has it, and businesses can opt out.
Meta Help Center: AI phone calls opt out · 28 October 2026Source
Meta MuseFor: Working parents
Let Muse notice when your meeting moves and adjust the pickup plan
A meeting moved and I nearly forgot to swap school pickup with my partner. Calendar connectors can update Muse automatically when your schedule changes. Tell Muse what depends on your calendar, like pickups, so it can flag the clash when something shifts.
Meta Help Center: Muse Connectors · 28 October 2026Source
Meta MuseFor: Group trip planners
Share your trip itinerary from Muse with the new links
Meta paused Muse sharing after researchers found shared artifact links were easy to find, then turned it back on with new URLs. Share the trip document with your friends by link again. If you shared one before the fix, send people the new link because the old one now asks them to get it from you.
The Verge: Meta turns Muse sharing back on · 22 October 2026Source
Meta MuseFor: Freelancers and small businesses
Ask Muse who still owes you money in QuickBooks
Chasing late payments is the part of freelancing nobody warns you about. Muse can now connect to QuickBooks, along with tools like Canva, Dropbox, Figma, Zoom and Asana. Connect it and ask which invoices are overdue, then decide who gets a polite nudge.
The Verge: Muse iPad update and new connectors · 7 October 2026Source
Meta MuseFor: Small business owners who want an app
Build a booking app for your side business with Muse Code
A yoga teacher friend wanted a simple booking page and no developer. Muse Wonder Full, Meta's most capable model, is available now for Muse Code subscribers, and Muse Wonder is in Muse Code and the Meta Model API. Describe the app, let it build and test it, and keep iterating.
Meta: Introducing Muse Wonder and Muse Wonder Full · 12 October 2026Source
OpenAI Dots
OpenAI DotsFor: Event planners
Let your dot sign in to the venue portal without your password in the chat
I did not want to paste my venue account password into a conversation. When a website needs a login, your dot sends a sign-in request with a private form, and your details go to its browser outside the chat. You can also take over and sign in yourself, then hand control back.
OpenAI Learn: Meet dots, signing in to websites · 28 October 2026Source
OpenAI DotsFor: Club and school volunteers
Save the club portal login so next month is one tap
Every month my dot needed the same members portal. When offered, Save to Passwords keeps the login for future sign-ins, and reusing it still asks for your confirmation. You skip the typing but nothing logs in behind your back.
OpenAI Learn: saving and reusing a login · 28 October 2026Source
OpenAI DotsFor: Team leads
Make a rule that your dot only posts when you say so
I wanted my dot to draft team announcements but never post one on its own. In Custom rules, pick Take action when you say so for posting in the team channel. It proceeds only when you explicitly ask and otherwise checks with you first.
OpenAI Learn: custom rules for dots · 28 October 2026Source
OpenAI DotsFor: People drowning in approvals
Let your dot handle the tiny stuff without asking
Approving 'add this to my task list' ten times a day is silly. A custom rule set to Take action without asking lets your dot do that specific low-risk action on its own. Keep it narrow and it saves taps without giving away the keys.
OpenAI Learn: custom rules for dots · 28 October 2026Source
OpenAI DotsFor: Managers with busy Slack channels
Let your dot answer teammates in Slack, after checking with you
Teammates kept asking me the same project status question. By default your dot responds only to you in Slack, but you can tell it to engage with others. It can message you privately first to ask what you are comfortable sharing before it replies in the channel.
OpenAI Learn: Message your dot in Slack · 28 October 2026Source
OpenAI DotsFor: iPhone users in lots of meetings
Tap the dot widget after a meeting to log the decision
Decisions get lost in the walk back to your desk. Add the Your dot widget to your iPhone Home Screen and tap it to open your dot's conversation with the composer ready. Turn on Show shortcut buttons in Edit Widget if you want message and call buttons too. It needs ChatGPT for iOS 1.2026.279 or later.
OpenAI Learn: Your dot widget · 16 October 2026Source
OpenAI DotsFor: Developers on the move
Ask your dot to fix a bug in the cloud while your laptop is shut
Bug reports always arrive when I am away from my desk. If you have set up a Codex cloud environment with your repo, your dot can create a new cloud coding task there even when your computer is offline. Review the result when you are back.
OpenAI Learn: dots tasks and memory · 28 October 2026Source
OpenAI DotsFor: Teams using dots in Slack
Name your dot so teammates know who is posting
A dot called @yourname-dot is fine, but a proper name feels like a teammate. Naming your dot updates its handle, like @tibo-alfred for a dot named Alfred, and you can pick its shape, color and accessories. Small thing, but it makes Slack threads easier to follow.
OpenAI Learn: make your dot your own · 28 October 2026Source
OpenAI DotsFor: Daily dot users
Make ChatGPT open straight to your dot
If your dot is where your day starts, skip the extra taps. In the ChatGPT mobile app you can choose to have ChatGPT open directly to your dot's conversation. Open the app and you are right back where you left off.
OpenAI Learn: dots October 5 to 9 update · 9 October 2026Source
OpenAI DotsFor: Enterprise IT admins
Roll dots out to a pilot group first
Turning on agents for the whole company on day one makes IT nervous. Enterprise workspace owners can keep the default off and give a custom role with Use dots to a small pilot group. Learn from them, then widen it.
OpenAI Learn: dots admin guide · 28 October 2026Source
OpenAI DotsFor: Workspace admins
Check both Slack paths when someone leaves the team
Offboarding is where access slips through. A dot can reach Slack through its own Slack identity or through the member's connected Slack plugin, and turning off one does not remove the other. Add both to your offboarding checklist.
OpenAI Learn: dots Slack connections · 28 October 2026Source
OpenAI DotsFor: Anyone changing computers
Revoke your dot's computer access before IT wipes the laptop
An Offline status does not mean your dot lost access, it just means the computer is off. Before you hand your laptop to IT or sell it, open your dot's profile and select Revoke access. Then connect the new machine when it is ready.
OpenAI Learn: connect your computer · 28 October 2026Source
OpenAI DotsFor: Curious and cautious users
Peek at what your dot's browser is doing without grabbing the mouse
Sometimes you just want to see what it is up to. Open your dot's profile and look under Computers to inspect its cloud computer. Opening it does not take control, so you can watch and only hit Take over if you really need to.
OpenAI Learn: use the cloud computer · 28 October 2026Source
OpenAI DotsFor: Project owners
Tell your dot when a priority flips so its notes catch up
The launch moved from March to May and I only mentioned it in passing. Your dot keeps its own notes on your preferences, decisions and ongoing work, separate from ChatGPT memory, and updates them as things change. Say it clearly, like 'the launch is now May, update your notes', and later work builds on the right date.
OpenAI Learn: dots persistent memory · 28 October 2026Source
OpenAI DotsFor: People with a lot going on
Give your dot a second job in the same conversation
You do not need a fresh chat for every new responsibility. Your dot can keep track of more than one at a time, and you can switch tasks or add details in the same conversation. Add 'also keep an eye on the car insurance renewal' to the thread where it is running your move.
OpenAI Learn: dots tasks and memory · 28 October 2026Source
OpenAI DotsFor: Team members with daily standups
Ask your dot what needs you before standup
Two minutes before standup I want one list, not five threads. Ask your dot what it is working on and what needs your input, and in the desktop app check Activity for delegated tasks. Walk into the meeting knowing exactly where things stand.
OpenAI Learn: review and redirect your dot · 28 October 2026Source
OpenAI DotsFor: Busy professionals
Let your dot hand the slide deck to ChatGPT Work
Your dot is great at tracking the project but the deck is a separate chunk of work. Your dot can delegate parts of a request to ChatGPT Work or Codex, and you can inspect that delegated work in Activity. Note that tasks it starts in Work or Codex count toward those products' usage limits.
OpenAI Learn: get started with your dot · 28 October 2026Source
OpenAI DotsFor: Power users with lots of tasks
Stop one runaway task without pausing your whole dot
One research task went off in the wrong direction while everything else was fine. Open that delegated task in Activity and stop just that one. Pause is different, it stops your dot's main task, and scheduled runs are cancelled separately in Scheduled.
Ask your dot which events it can actually react to
I assumed my dot would notice new messages in a channel just because I added it. Connecting a source alone does not create a monitoring task, and supported events depend on the service. Ask your dot to confirm which events it can follow before you rely on it.
OpenAI Learn: dots event monitoring · 28 October 2026Source
OpenAI DotsFor: People cleaning up their accounts
Let your dot line up the password change, then you finish it
After a security scare I wanted every old account updated. Some steps are always yours, and changing a password is one your dot must hand to you. Let it find the accounts and open the right pages, then you do the part only you should do.
OpenAI Learn: how action review works · 28 October 2026Source
Claude Duet
Claude DuetFor: Homeowners fixing things
Buy the replacement part with Shop Pay through Duet
The dishwasher part was on a Shopify store and I could not be bothered to make another account. Claude Duet can pay with Shop Pay for purchases you approve, and each purchase uses a one-time card for that purchase only. You connect Shop Pay inside Duet, which is a US research preview for Pro and Max.
Claude Help Center: Claude Duet partner integrations · 28 October 2026Source
Claude DuetFor: Small business owners
Ask Duet for a cash flow model you can edit
My bookkeeper friend asked for a simple cash flow model and I froze. Hand Duet the bigger job and it figures out which apps to use, then returns files like a financial model you can review and edit. Find it in the Make tab when it is done.
Claude Help Center: hand Claude Duet larger jobs · 28 October 2026Source
Claude DuetFor: Founders and managers
Turn last quarter's numbers into a deck in the Make tab
Building the quarterly deck always eats a Sunday. Ask Duet for a slide deck from your connected sources and it comes back as an editable file in the Make tab. When it quotes a number, it tells you which email, file or spreadsheet it came from, so you can double check.
Claude Help Center: Claude Duet results and sources · 28 October 2026Source
Claude DuetFor: Busy professionals
Check the Tasks tab before you log off
Your main thread stays quiet on purpose, so things can hide. The Tasks tab shows what Duet is working on and highlights tasks that need your input. Only you can mark a task completed, so a quick evening look keeps nothing hanging.
Claude Help Center: keep track of Claude Duet tasks · 28 October 2026Source
Claude DuetFor: Small business owners
Add the small business plugin to Duet
Running a shop means invoices, customers and marketing all at once. Claude Duet supports plugins like the small business plugin, and it can suggest ones that fit your work. Add it and ask Duet what it would take off your plate this week.
Claude Help Center: Claude Duet plugins · 28 October 2026Source
Claude DuetFor: Pro and Max users in the preview
Save your one-time Duet limit reset for a heavy week
Background work like the morning brief counts toward your plan limits, so busy weeks can run you dry. When you are admitted to the Duet research preview you get one full limit reset, covering both the five-hour and weekly limits, usable until November 30, 2026. Keep it for launch week.
Claude Help Center: Claude Duet usage limits · 28 October 2026Source
Claude DuetFor: Team leads
Have Duet send the weekly team recap without spilling private stuff
A weekly recap is easy until it accidentally mentions someone's performance review. Duet runs a separate classifier that checks each outgoing message for sensitive information and needs your consent before sharing things like health or finances. If it gets blocked, it can rewrite the message without that detail and bring it to you for approval.
Anthropic: Claude Duet safety, privacy and security · 23 October 2026Source
Claude DuetFor: People stuck in long meetings
Let Duet finish the task and save the send for after your meeting
You are in a two-hour workshop and Duet needs your OK to send an email. If you cannot approve right away, Duet finishes the rest of the task and brings the approval back to you later. Step out, review the exact content and recipients, and approve.
Claude Help Center: Claude Duet privacy, safety and control · 28 October 2026Source
Claude DuetFor: Early adopters
Tell Duet when it got something wrong and it files the report
Duet is a research preview, so it will occasionally misread a thread. You can send feedback right from the chat by telling it in plain words what happened, and it passes the report to Anthropic's team. Do it right when it happens, while you still remember the details.
Claude Help Center: send feedback about Claude Duet · 28 October 2026Source
Claude DuetFor: People changing jobs
Reset Duet's memory after you disconnect an old work app
Leaving a job? Disconnecting an app stops new access, but what Duet already learned from it stays until you reset its memory. You can reset that anytime from the app's settings, so do it after you disconnect the old work email.
Anthropic: Claude Duet visibility and control · 23 October 2026Source
27 October 2026 (120 ideas)
Grok Bot
Grok BotFor: Homeowners and renters
Forward the warranty email to the repair shop without retyping a thing
My washing machine died two weeks after the warranty email got buried. Your Bot can now forward an email from its own inbox and keep the original formatting and attachments. So send the receipt to your Bot once, and when something breaks, ask it to forward the whole thing to the repair shop. You approve it, and the shop gets the invoice PDF exactly as the store sent it.
Grok Bot changelog: forward email with formatting and attachments · 23 October 2026Source
Grok BotFor: Anyone tired of approval pings
Turn the approval you keep giving into one rule
If you have tapped approve on the same kind of action ten times this week, your Bot can now offer an Auto-review rule card. You read it, confirm it, and that boring approval stops interrupting your day. Keep the scary stuff like payments on ask first, and let the small repeat stuff through.
Grok Bot changelog: Auto-review rule cards · 24 October 2026Source
Grok BotFor: Office workers on Microsoft 365
Find a meeting time on your Outlook calendar without the email ping pong
Three people, four time zones and a thread of 'does Tuesday work?' replies. Connect Outlook Calendar and ask your Bot to find a slot that works for you this week and draft the invite. Scheduling now works with a connected Outlook Calendar, not just Google, so work calendars finally get the same help.
Grok Bot changelog: scheduling with Outlook Calendar · 24 October 2026Source
Grok BotFor: Families who travel
Pin the family travel documents where you can grab them at the airport
Passport scans, the visa approval and the hotel booking always vanish exactly when the counter agent asks for them. Keep them in your Bot's Library and pin them. Pinned items get their own section that syncs across your devices, so the thing you need is right on top when you are standing in a queue with a sleepy kid.
Grok Bot changelog: pin Library items · 22 October 2026Source
Grok BotFor: Salespeople and small agencies
Log sales call notes into Zoho CRM while they are still fresh
Right after a call, you remember everything. Two days later, nothing. Connect the new Zoho CRM connector and just tell your Bot what happened on the call in plain words. Ask it to update the deal and add the follow up date, then check the record. Your pipeline stays honest without a Friday data entry marathon.
Grok Bot changelog: Zoho CRM connector · 22 October 2026Source
Grok BotFor: Developers and product managers
Ask what actually changed between two releases
A customer says the app broke after the last update and you have no idea which commit did it. With the GitHub connector, your Bot can compare two commits or tags and list the commits in a pull request. Ask it to walk you through what changed between the last good version and today in plain English, and you have a suspect list in minutes.
Grok Bot changelog: GitHub compare commits · 22 October 2026Source
Grok BotFor: Curious people with too many subscriptions
Send your newsletters to your Bot and get one Sunday digest
I subscribed to twelve newsletters and read maybe one. Sign up for them with your Bot's own email address instead of yours. Routines can now read the Bot's inboxes, so set one for Sunday morning that reads the week's issues and sends you the five things actually worth your time, with links. Your real inbox gets quieter overnight.
Grok Bot changelog: routines can read the Bot's inboxes · 22 October 2026Source
Grok BotFor: Busy professionals
Hand over the hour long webinar and get the three takeaways
You signed up for the webinar, missed it, and the recording is sitting there judging you. Attach the video to your Bot chat. It can now take videos up to 1 GB and actually watch them, so ask for the three takeaways and the one slide you should screenshot. You get the value in five minutes.
Grok Bot changelog: video attachments up to 1 GB · 14 October 2026Source
Grok BotFor: Careful shoppers
Save the exact terms page before you sign up for anything
Subscription terms have a funny way of changing after you pay. Before you sign up for a gym, a course or a SaaS plan, ask your Bot to save the pricing and cancellation page as a PDF. Now you have a dated copy of what they promised if there is ever an argument about it.
Grok Bot changelog: save a web page as a PDF · 11 October 2026Source
Grok BotFor: Families with parents who prefer their own language
Set up a Bot your parents can chat with in Tamil, Telugu or Marathi
My mom will happily ask a question in Tamil but freezes when an app expects English. Grok Bot added more languages, including Marathi, Tamil and Telugu. Set her up, show her how to ask about her pharmacy timings or a recipe in her own language, and watch her actually use it instead of calling you for every small thing.
Grok Bot changelog: more languages including Marathi, Tamil and Telugu · 5 October 2026Source
Claude
ClaudeFor: Night owls and remote workers
Give your evenings back with Claude quiet hours
I used to 'just ask Claude one quick thing' at 11 PM and look up at 1 AM. Open Settings, then Time and focus, and set optional break reminders and quiet hours. It is a small nudge, but it turns Claude from the thing that keeps you up into the thing that helps you stop.
Claude release notes: break reminders and quiet hours · 9 July 2026Source
ClaudeFor: Contractors and consultants
Record your weekly timesheet once and let Claude repeat it
Every Friday I click through the same eleven screens of a clunky timesheet portal. With Claude in Chrome you can record a workflow, showing it the steps once, and Claude learns to repeat them. Next Friday you just ask, then check the summary before you submit.
Claude release notes: Claude in Chrome record a workflow · 18 December 2025Source
ClaudeFor: Small online sellers
Start the browser chore from Claude Desktop and keep writing
You are mid draft and suddenly need the shipping rates from three courier sites. Start the task in Claude Desktop and let Claude in Chrome handle the browsing without you switching windows. You keep your writing flow, and the comparison lands back in the chat when it is done.
Claude release notes: control browser actions from Claude Desktop · 18 December 2025Source
ClaudeFor: Commuters and freelancers
Send your computer a job from the train with Dispatch
On the commute you remember the client wants last quarter's numbers pulled into a slide. With computer use in Cowork, Dispatch lets Claude use your computer on your behalf while you are away. Send the task from your phone, and the file is waiting when you sit down. It is a research preview on Pro and Max, so give it simple, reversible jobs first.
Claude release notes: computer use in Cowork and Dispatch · 23 March 2026Source
ClaudeFor: People switching AI assistants
Bring your memory with you when you switch to Claude
Starting fresh with a new assistant feels like explaining your whole life to a new doctor. Claude lets you import and export memory, so you can bring over what another assistant already knows about your work and preferences. Read through what came in, delete what is stale, and day one feels like day one hundred.
Claude release notes: import and export your memory · 2 March 2026Source
ClaudeFor: Anyone planning a secret
Plan the surprise party in an incognito chat
Planning your partner's surprise 40th in the same Claude you share ideas with every day feels risky. Incognito chats are left out of Claude's memory. Use one for the guest list and the cake plan, and none of it shows up later when you are asking Claude for dinner ideas together.
Claude release notes: incognito chats · 11 September 2025Source
ClaudeFor: People with weekend errands
Turn a Saturday errand list into reminders on your phone
Pharmacy, tailor, the hardware store with the good screws. Tell Claude on your iPhone what you need to do and ask for the places nearby and reminders for each stop. Claude can help find locations, draft calendar events and manage reminders on iOS, so you get one tidy loop instead of crisscrossing town.
Claude release notes: location, maps, calendar and reminders on mobile · 3 September 2025Source
ClaudeFor: Designers and founders
Make every mockup match your brand by importing your design system
The first AI mockup always looks like someone else's startup. Claude Design now works inside your conversations with on canvas editing and design system import. Bring in your colors, type and components once, then sketch the new pricing page and tweak it right on the canvas. It looks like your product from the first draft.
Claude release notes: Claude Design with design system import · 16 September 2026Source
ClaudeFor: Bloggers and creators
Put a working Claude calculator on your own blog
I wrote a post about saving for a home and wanted readers to try their own numbers. Build the calculator as an artifact, publish it, and grab the embed code. Free, Pro and Max users can embed published artifacts, so the tool lives right inside your post instead of behind a link nobody clicks.
Claude release notes: embeddable shared artifacts · 21 August 2025Source
ClaudeFor: Account executives and sales leads
Prep for a deal review straight from your Salesforce pipeline
Monday pipeline reviews used to mean Sunday night spreadsheet panic. Salesforce in Claude brings your accounts, opportunities and pipeline into Claude with 37 prebuilt sales skills. Ask it to review the three deals most likely to slip and draft your talking points. It is in beta for organizations Salesforce approves.
Claude release notes: Salesforce in Claude (beta) · 15 September 2026Source
ChatGPT
ChatGPTFor: Parents and anyone who shares devices
Lock the chats you would not want anyone scrolling past
My kid borrows my phone for games and has a talent for opening apps. ChatGPT can now lock chats behind a PIN. Lock the ones about your health worries or salary negotiation, and you can hand the phone over without that small panic.
ChatGPT release notes: locked chats · 20 October 2026Source
ChatGPTFor: Team leads
Build the quarterly team deck together with ChatGPT Slides
Five people, five slide styles, one Frankenstein deck. ChatGPT Slides in a Space lets the team build one deck together, then export it to PowerPoint, PDF or Google Slides. Each person drops in their section and ChatGPT keeps the look consistent. It is on Pro, Business and Enterprise.
ChatGPT release notes: ChatGPT Slides in Space · 20 October 2026Source
ChatGPTFor: Language learners and newcomers
Practice a tricky conversation out loud in Hindi
Asking your landlord for a repair is hard enough, harder in a second language. ChatGPT voice got new voices including Hindi. Role play the call a couple of times, ask it to correct the phrases you stumble on, then make the real call with a lot less sweat.
ChatGPT release notes: GPT-Live-1.1 voices including Hindi · 20 October 2026Source
ChatGPTFor: Online shoppers
Try the wedding outfit on before you order it
Ordering clothes online for a family wedding is a gamble with return shipping as the prize. Upload a selfie and use virtual Try on in ChatGPT to see how the outfit looks on you. It will not replace a mirror, but it rules out the obvious mistakes before you pay.
ChatGPT release notes: virtual try-on · 2 October 2026Source
ChatGPTFor: Anyone budgeting in the US
Ask where your money actually went this month
We all have that month where the account balance makes no sense. ChatGPT Finances lets you ask plain questions about your spending, like which subscriptions crept up. It is rolling out to Free and Go users in the US, so a quick monthly check costs nothing.
ChatGPT release notes: Finances · 2 October 2026Source
ChatGPTFor: US car buyers and first time borrowers
Understand your credit score before you apply for a car loan
The dealer asks about your credit and you mumble something. ChatGPT can now show your credit score through Experian for US Plus and Pro users. Check it a few months before a big loan and ask what is pulling it down, so you walk in with a plan instead of a guess.
ChatGPT release notes: credit scores with Experian · 23 September 2026Source
ChatGPTFor: Nonprofits and volunteers
Tighten a grant application right inside Word
Our community garden grant was 600 words over the limit with two days to go. ChatGPT for Word works right in your document and is on every plan, including Free. Ask it to cut the draft to the limit without losing the story about the kids who planted the first tomatoes, then review each change.
ChatGPT for Word on all plans · 23 September 2026Source
ChatGPTFor: People in back to back meetings
Let ChatGPT take notes in your Mac meetings
I used to half listen in meetings because I was busy typing. The Meetings plugin on the ChatGPT Mac app handles the notes so you can actually be in the conversation, then ask for decisions and action items after. It is in beta for Pro and Business on macOS, and tell people you are taking notes.
ChatGPT release notes: Meetings plugin for macOS (beta) · 29 September 2026Source
ChatGPTFor: US job seekers
Search live job listings and fix your resume in one sitting
Job hunting usually means ten tabs and a resume template from 2019. In the US, ChatGPT can search live job listings and help format your resume. Ask for roles that fit your skills and commute, then have it tailor your resume to the top two before you apply.
ChatGPT release notes: job search with live listings · 17 June 2026Source
ChatGPTFor: Travelers
Learn to say the ten phrases you need before the trip
You can point at menus, but saying thank you properly matters. ChatGPT has pronunciation help for more than 60 languages. Before a trip, ask for the ten phrases you will really use, listen, repeat, and get feedback. The cafe owner in Kyoto will smile.
ChatGPT release notes: pronunciation help · 22 June 2026Source
OpenAI Codex
OpenAI CodexFor: Online store owners
Match product photos to the right catalog entries
A shop owner I know had 400 product photos named IMG_4471 and a catalog that never matched. GPT-6.1 Terra in Codex combines strong image understanding with computer use. Ask it to match each photo to its catalog row and flag the ones it is unsure about. It is on Plus, Pro, Business, Enterprise and Edu.
ChatGPT what's new: GPT-6.1 Terra · 26 October 2026Source
OpenAI CodexFor: Teams on GitLab
Ask Codex to pick up a GitLab issue with @codex
Not every team lives on GitHub. GitLab support is in beta on all ChatGPT plans. Connect a project, set up a cloud environment, and mention @codex on an issue or merge request to start a task or request a review. Your GitLab folks finally get the same help.
ChatGPT what's new: GitLab projects in Codex cloud · 19 August 2026Source
OpenAI CodexFor: Developers who mentor
Share how you fixed the bug with a read only thread link
A teammate asked how I fixed a gnarly bug and I could not remember the steps. From the ChatGPT Mac app you can share a read only snapshot of a local Codex thread. Codex redacts known secret patterns, but read it before you send it. It is a great way to teach without a long write up.
ChatGPT what's new: shared thread snapshots · 17 August 2026Source
OpenAI CodexFor: Developers trying a new coding agent
Bring your Claude Code or Cursor setup into Codex CLI
Switching tools usually means rebuilding every instruction file and habit. In Codex CLI, /import brings supported setup and recent chats from Claude Code or Cursor into your local session. Try Codex on a real project this afternoon without losing a week of tweaks.
ChatGPT what's new: import your agent setup · 11 August 2026Source
OpenAI CodexFor: Founders and IT folks choosing tools
Compare three pricing pages side by side with the Chrome extension
Picking a hosting plan means squinting at three pricing pages with different words for the same thing. The Codex Chrome extension can work across tabs in the background without taking over your browser. Ask it to pull the plan limits into a table, cite each tab, and flag anything you should double check.
ChatGPT what's new: Codex Chrome extension across tabs · 5 May 2026Source
OpenAI CodexFor: Developers waiting on reviews
Get a revision plan the moment review comments land
You open your laptop to fourteen review comments and no idea where to start. Scheduled tasks can now start when a GitHub event happens. Set one so that when your pull request gets review feedback, it summarizes the comments and prepares a revision plan. Your morning starts with a to do list instead of dread.
ChatGPT what's new: scheduled tasks from app events · 25 August 2026Source
OpenAI CodexFor: Full stack developers
Keep the app, the API and the docs in one Codex project
My side project lives in three folders and Codex used to see only one. Local projects can now include multiple folders, with one primary folder for Git and AGENTS.md. Add the frontend, backend and docs, and ask for a change that touches all three without copy pasting context.
ChatGPT what's new: multiple folders in one local project · 23 July 2026Source
OpenAI CodexFor: Teams with split repositories
Catch integration bugs across repos before you open the PR
The frontend change works, the backend change works, and together they break checkout. When a local project has several folders, the desktop app shows the changes in every repository together. Ask Codex to review all of them, spot integration risks and list the fixes before anything goes up for review.
ChatGPT what's new: review changes across repositories · 27 July 2026Source
OpenAI CodexFor: Indie app developers
Make and refine your app's empty state art in Codex
Placeholder gray boxes make every demo look unfinished. Generate illustrations in Codex, open them in Canvas view, leave comments across images and keep the versions you like. Ask for targeted edits like 'warmer colors on this one' and drop the final art straight into the app.
ChatGPT what's new: refine generated images in Codex · 30 July 2026Source
OpenAI CodexFor: Developers who like to talk through work
Teach Codex dictation your product names
Dictating 'refactor the KwikPay hook' and getting 'quick pay hook' gets old fast. The Codex app added dictation cleanup and a custom dictionary for names, file paths and code symbols. Add your weird names once, then talk through tasks on a walk without fixing every word.
Every freelancer has that folder: call notes, screenshots, a half budget. Google showed Gemini 4 Argon taking an unstructured project folder and formatting it into a clean client proposal deck with a custom skill. Argon is in the Gemini app for Google AI Pro and Ultra subscribers.
Let Gemini book the anniversary dinner while you are in meetings
Flip the chat box to Tasks and Gemini can keep working when you are away from your computer. It connects to more than 40 apps, including OpenTable. Tell it the date, the vibe and your budget, let it find a table, and confirm when it checks with you.
Google: Gemini 4 Argon in the Gemini app, chat to tasks · 13 October 2026Source
Google GeminiFor: Freelancers on Mac
Build a budget sheet from the invoices saved on your Mac
My invoices live in a Mac folder and my budget lives in my head. On the Gemini Mac app, Gemini Spark (now called Tasks) can create a budget spreadsheet from invoices on your computer and set a schedule to keep it updated. It only touches the folders you allow. It started as a beta for Google AI Ultra in the US.
Google: Gemini Spark on macOS · 30 June 2026Source
Google GeminiFor: Chronic note takers
Turn scattered Keep notes into a real to do list
My Google Keep is a graveyard of half ideas written at red lights. Gemini can scan your Keep brain dumps and turn them into action items in Google Tasks. Do it every Sunday night and Monday you start with a clean list instead of forty notes titled 'remember this'.
Google: Gemini Spark with Google Tasks and Keep · 30 June 2026Source
Google GeminiFor: Renters in the US
Line up apartment tours through Zillow Rentals
Rental listings move fast and the good ones are gone by Friday. Gemini connects to Zillow Rentals, so you can ask it to find places that fit your budget and commute and reserve tours. Review the times before it books, and you are seeing three flats on Saturday instead of refreshing listings.
Google: Gemini Spark connected apps including Zillow Rentals · 30 June 2026Source
Google GeminiFor: Sports fans with day jobs
Get your team's match highlights the moment the game ends
When the match is during your shift, you spend all day dodging spoilers. Gemini can track a topic and react to events in real time. Ask it to send highlights and analysis for your team the moment the match ends, and read it on your break instead of hunting for clips. Tasks need Google AI Pro or Ultra.
Google: Gemini Spark real time topic tracking · 30 June 2026Source
Google GeminiFor: Individual investors
Get a detailed report when a stock crosses your number
Watching a share price all day is a terrible hobby. Ask Gemini to send you a detailed financial report if a stock you hold reaches a price you pick. You decide what to do with fresh context instead of reacting to a red number on your phone.
Google: Gemini Spark event tracking for finance · 30 June 2026Source
Google GeminiFor: Consultants and small business owners
Ask your Mac for the file you forgot, from your phone
You are at the client's office and the signed quote is on the Mac at home. Gemini can take action on your Mac from another device. Ask from your phone to find the quote and email it to you, and you look prepared instead of saying 'I will send it later'.
Gemini Spark updates: remote control for Mac · 14 July 2026Source
Google GeminiFor: People who own the team deck
Let Gemini work through the comments on your shared slides
The deck came back with 23 comments from four people. Gemini can now read comments on spreadsheets and presentations and edit shared ones. Ask it to apply the simple fixes and list the comments that need a real decision from you. Your evening revision session gets a lot shorter.
Gemini Spark updates: read comments and edit shared files · 14 July 2026Source
Google GeminiFor: People switching to Gemini
Move your old AI chat history into Gemini
Switching to Gemini felt like losing years of context. Gemini lets you import memories and chat history from other AI apps with a ZIP export. Bring it over, skim what Gemini now knows about you, and remove anything outdated so it starts from where you left off.
Gemini release notes: import memories and chat history · 27 October 2026Source
AI image generation
AI image generationFor: Community organizers
Make the same event flyer in three languages
Our neighborhood Diwali fair needed flyers in English, Hindi and Gujarati, and nobody had time for three designs. Canva Craft, Canva's own image model, can create text in 55 languages and you can prompt in any language. Generate the poster in Dream Lab, then check every word with a native speaker before printing.
Canva: Introducing Canva Craft · 22 October 2026Source
AI image generationFor: Small business marketers
Generate an ad image you can still edit piece by piece
The usual problem with AI images is you cannot move the logo without starting over. Canva Craft plans the layout before it renders, and its outputs work well with Magic Layers, which turns a generated image into editable design elements. Move the headline, swap the product, keep the rest.
Canva: Canva Craft and Magic Layers · 22 October 2026Source
AI image generationFor: Website owners
Get the banner in the exact odd size the website needs
Website banners come in strange sizes like 1600 by 400 and most generators just crop. Craft offers more than 30 aspect ratios or your own custom size, up to 2K. Make the hero banner, the Instagram story and the email header from one idea without awkward crops.
Canva: Canva Craft aspect ratios · 22 October 2026Source
AI image generationFor: Interior designers and carpenters
Turn a marker sketch of a room into a photo the client understands
Clients nod at sketches and then say 'oh, I imagined it different' after you build it. Krea 3 follows a marker sketch or moodboard closely to make a finished photo. Add a line about materials and light, and the client sees the room before a single shelf goes up.
A furniture shop wanted to show one living room with three different sofas. Krea 3 is built to change only what you ask. Give it the room plus the new sofa as references and say to keep everything else. Edits take under 8 seconds at 2K and cost $0.06 per image on krea.ai.
Krea: Krea 3 precision editing · 15 October 2026Source
AI image generationFor: Comic artists and storytellers
Keep the same four characters in every panel of a comic
My friend's webcomic kept giving her hero a new face every panel. Krea 3 takes up to six reference images per edit and keeps people and characters consistent. Feed it the cast once and change only poses and settings. Panel 12 finally looks like panel 1.
Krea: Krea 3 consistent characters · 15 October 2026Source
AI image generationFor: Product photographers
Move one prop inside a box without touching the approved shot
The client approved the photo except the coffee cup should be on the left. FLUX 3 Image Klein supports bounding boxes that set where an element goes or keep an edit inside one area. Draw the box, move the cup, and leave the rest of the approved frame alone.
Black Forest Labs: FLUX 3 Image Klein · 15 October 2026Source
AI image generationFor: Home gardeners
Sketch your garden plan and see it grown
I drew our backyard plan on a napkin: beds here, a bench there. ChatGPT Images 2.5 lets you Sketch on mobile, so draw the layout with your finger and ask for a realistic picture of the garden in summer. It is way easier to agree with your partner about a picture than a napkin.
ChatGPT release notes: Images 2.5 Sketch on mobile · 11 September 2026Source
AI image generationFor: Pet owners and hobby creators
Share the prompt behind your best image with a friend
A friend loved our pet portrait and wanted one for her dog. In ChatGPT Images 2.5 you can share the prompt behind an image, so she can start from the same style and use her own photo. Way better than trying to remember what you typed three weeks ago.
AI image generationFor: Etsy and Instagram sellers
Cut out product photos in bulk for a clean catalog
Shooting products on a kitchen table works until the backgrounds do not match. Runway MCP added BiRefNet v2 background removal, which finds the foreground on its own. Ask your agent to cut out the whole batch and place them on one clean background. Check edges on shiny items. It needs a paid Runway plan.
Runway changelog: BiRefNet v2 Background Removal · 15 October 2026Source
AI video generation
AI video generationFor: AI filmmakers
Kill the music your video model added and keep the dialogue
The take was perfect except the cheesy music the model added. Mirelo SFX 2.0 keeps the dialogue, removes the unwanted non dialogue audio and generates new effects and ambience synced to the action. No need to regenerate a clip you already love. Compare the lines with the original before you lock it.
Give a stitched together short film one consistent sound
Twelve clips generated one at a time sound like twelve different places. Mirelo SFX 2.0 can generate sound for a full edit of up to 10 minutes in one pass, with ambience that stays coherent across cuts. Your scene finally sounds like one room.
Mirelo: SFX 2.0 full length sound pass · 14 October 2026Source
AI video generationFor: Creators with a recurring character
Train a character LoRA from your own footage without a GPU
A YouTuber I follow wanted AI shots of her own mascot costume. In LTX Explore you can train a Character or Style LoRA by uploading at least five minutes of footage. It checks the clips, trains in the background for a few hours, and lets you download the weights. Download it, since Explore keeps it for 30 days.
Orbit shots used to drift and warp halfway round. Kling 4.0 is now in Luma for every customer, built for tracking shots, orbits and push ins. Start from a still of your sneaker or perfume bottle, ask for a slow orbit, and judge the take right on your board.
AI video generationFor: Shop owners and social media managers
Keep the sale text readable while the camera moves
On screen text in AI video usually melts the moment the camera moves. Kling 4.0 in Luma keeps on screen text in place during camera moves, and supports 16:9, 9:16, 1:1 and 21:9. Make the 'Sale ends Sunday' reel once for each feed.
Luma: Kling 4.0 on-screen text · 23 October 2026Source
AI video generationFor: Real estate teams and agencies
Build a tiny video app your team can use with App Studio
Our realtor friend makes the same listing video every week. In Runway App Studio you describe the creative app you need in plain language, and it builds it with Runway's models, your brand and your files, then hosts it. Make a 'drop in photos, get a listing video' app once. It is on paid plans.
Runway changelog: App Studio · 23 October 2026Source
AI video generationFor: Marketers testing concepts
Rough out ten video ideas cheaply with draft mode
Burning credits on full quality clips you end up rejecting hurts. Runway Agent can now use Seedance 2.5 Draft Mode for fast 480p drafts. Try ten versions of the concept, pick the winner, and only then spend on the final render.
Runway changelog: Seedance 2.5 Draft Mode in Agent · 2 October 2026Source
AI video generationFor: Agencies and studios
Give each client its own video budget
Agencies know the pain of one client project eating everyone's credits. Runway Project Credit Caps let workspace admins cap any project, show members what is left, and pause generation when the cap hits. It is an Enterprise feature you ask your account team to turn on.
Runway changelog: Project Credit Caps · 9 October 2026Source
AI video generationFor: Parents and sports clubs
Turn a phone clip into buttery slow motion
Your kid's goal at the match was filmed at a regular frame rate and looks choppy slowed down. Runway's Enhance Frame Rate converts any video, Runway made or not, to rates like 60 or 120 fps, up to 4K and 5 minutes long. Slow the best moment down and it looks like broadcast footage.
Runway changelog: Enhance Frame Rate · 17 September 2026Source
AI video generationFor: Video editors
Generate missing B-roll right inside DaVinci Resolve
Halfway through an edit you realize you have no shot of the city at dusk. Runway is now available inside DaVinci Resolve, so you can bring Runway's tools into your edit without switching tabs. Generate the filler shot, drop it on the timeline, and keep cutting.
Runway changelog: DaVinci Resolve plugin · 23 September 2026Source
Claude Code
Claude CodeFor: Developers fixing flaky suites
Set a goal and let Claude keep going until the tests pass
I used to type 'keep going' every five minutes. With /goal you set a completion condition, like all tests pass, and Claude keeps working until it is met or it decides it is impossible. Set it, grab lunch, come back to green or to a clear reason why not.
Claude Code docs: keep Claude working toward a goal · 15 May 2026Source
Claude CodeFor: Developers juggling parallel work
Run two features at once without the changes colliding
Two Claude sessions in one folder is how you get a mystery merge mess. Start each session with --worktree so it gets its own git worktree. One builds the settings page while the other fixes the login bug, and neither steps on the other.
Claude Code docs: parallel sessions with worktrees · 27 October 2026Source
Claude CodeFor: Anyone experimenting with big changes
Rewind a refactor that went sideways
Claude's big refactor looked great until you ran it. Checkpointing tracks Claude's edits, so you can rewind the code and the conversation back to before the refactor, then try a smaller approach. It is the undo button you wish git felt like.
Claude Code docs: checkpointing · 27 October 2026Source
Claude CodeFor: Developers opening pull requests
Have Claude review your branch before a human sees it
Nothing hurts like a reviewer finding the obvious bug. Run /code-review in your session to find bugs in your branch's changes, point it at a PR or path if you want, and let Claude apply the fixes. Your teammates get to review the interesting stuff.
Claude Code docs: review locally with /code-review · 22 May 2026Source
Claude CodeFor: Indie iOS developers on Mac
Watch your iOS app run in the simulator next to the chat
Building a small iOS app used to mean flipping between Xcode, the simulator and the terminal. Claude Code Desktop opens your app in an iOS Simulator pane when Claude builds, runs or checks it, with a separate simulator per session. You see the bug as Claude fixes it.
Claude Code docs: test iOS apps in the simulator · 24 July 2026Source
Claude CodeFor: Engineers reporting to non engineers
Share what Claude built as a live page for your manager
My manager does not want a terminal screenshot, she wants a page. Artifacts turn Claude Code's work into live interactive pages on claude.ai that you can keep private, share with your org, or publish to a public link. Turn the migration report into one link everyone can open.
Claude Code docs: share session output as artifacts · 19 June 2026Source
Claude CodeFor: On call engineers
Put a one click Claude Code link in your on call runbook
At 3 AM nobody wants to remember which repo and which prompt. Embed claude-cli:// links in runbooks, alerts and dashboards so a click opens Claude Code in the right repo with the right prompt. The on call person starts investigating in seconds.
Claude Code docs: launch sessions from links · 27 October 2026Source
Claude CodeFor: Solo founders shipping their first app
Scan your side project for vulnerabilities before launch
You are about to post your app on Hacker News and you have never thought about security. Install the Claude Security plugin to scan your codebase in a Claude Code session and turn findings into patches you review and apply. Better you find the hole than a stranger does.
Claude Code docs: Claude Security plugin · 24 July 2026Source
Claude CodeFor: Open source maintainers
Turn a GitHub issue into a pull request with an @claude mention
Small issues pile up because nobody has the hour to start them. With Claude Code GitHub Actions, mentioning @claude in an issue can kick off work and turn it into a pull request. Tag the boring ones on Friday and review PRs on Monday.
Claude Code docs: Claude Code GitHub Actions · 27 October 2026Source
Claude CodeFor: Developers who think out loud
Talk through a bug instead of typing a novel
Explaining a weird bug takes four paragraphs to type and thirty seconds to say. The Claude Code CLI has voice dictation with hold to record or tap to record. Lean back, describe what you saw, and let Claude start digging.
Claude Code docs: voice dictation · 27 October 2026Source
Meta Muse
Meta MuseFor: Freelancers on Mac
Pull last month's invoices into one folder on your Mac
Invoices hide in Downloads, Desktop and that folder called 'new new'. On Muse for Mac, ask your agent to pull last month's invoices into one folder. It works with the files you ask about, and if it deletes anything it goes to the Trash so you can restore it.
Meta Help Center: how Muse works with files on your Mac · 27 October 2026Source
Meta MuseFor: People drowning in group chats
Get a summary of the week's messages without reading them all
The family group chat had 300 messages and one of them was about Grandma's birthday dinner. On a Mac you can give Muse read only access to Messages and ask it to summarize your week. Read only means it can read but cannot send anything.
Meta Help Center: read only access to Messages on Mac · 27 October 2026Source
Meta MuseFor: Anyone stuck on paperwork
Finish a half done form using files already on your Mac
The visa form wants details that live in three PDFs on your laptop. Muse for Mac can use files stored on your computer to help complete a half finished form. Ask it to fill what it can and list what it could not find, then check every field before you submit.
TechCrunch: Muse comes to Mac · 18 September 2026Source
Meta MuseFor: Small ecommerce brands
Draft a win back email for customers who drifted away
A candle shop owner I know had 900 customers who had not bought in six months. Connect Klaviyo to Muse and ask which customers have not engaged recently, then have it prepare a win back campaign for you to review. Nothing goes out without your approval.
Klaviyo: Klaviyo and Meta Muse connector · 29 September 2026Source
Meta MuseFor: Instagram first small businesses
Thank the people who tag your product on Instagram
People post your product and tag you, and those posts just scroll away. With Instagram and Klaviyo connected, Muse can find the people posting about you and draft a thank you, or build a campaign around what they shared. Approve each message before it goes.
Klaviyo: turn Instagram fans into subscribers with Muse · 29 September 2026Source
Meta MuseFor: Local service businesses
Give Muse a goal like 'more weekday bookings' and get a plan
A salon owner does not need another dashboard, she needs Tuesday filled. Muse for Small Business lets you give it a goal and connect your Instagram analytics, Facebook Pages and Meta ad accounts. Ask for a month of content aimed at weekday bookings. Nothing publishes or spends without your approval.
Meta: Muse for Small Business · 29 September 2026Source
Meta MuseFor: Shopify store owners
Spin up a new product page from a photo and a few notes
New stock arrives and writing the product page always waits until Sunday. Connect Shopify to Muse and give it the photos, price and a few notes. Muse can spin up new product pages with your approval, so you review and publish instead of starting from a blank page.
Meta: Muse for Small Business connectors · 29 September 2026Source
Meta MuseFor: Small businesses on niche software
Connect Muse to the booking tool it does not support yet
Your yoga studio runs on a niche booking app nobody has heard of. You can ask Muse to create a custom connector, and it guides you through it, which can involve getting API details from the service. Meta does not review custom connectors, so only connect tools you trust.
Meta Help Center: Muse connectors and custom connectors · 27 October 2026Source
Meta MuseFor: Consultants and project leads
Send meeting notes from Granola into your Notion tracker
Meeting notes in one app, project tracker in another, and nobody copies them over. Muse added connectors for Granola and Notion. Ask it to turn this week's client call notes into tasks in your Notion tracker, and approve the writes before they land.
The Verge: Muse adds connectors and iPad support · 7 October 2026Source
Meta MuseFor: iPhone users who delegate a lot
Check what your agent did today from the Home Screen
You give Muse a few jobs in the morning and then wonder all day if anything happened. The latest iOS update adds a Feed widget for the Home Screen. Glance at it between meetings and only open the app when something needs you.
Muse from Meta 13.1 release notes · 24 October 2026Source
OpenAI Dots
OpenAI DotsFor: Small business owners
Brief your dot at night and wake up to a finished ad
A bakery owner I know has no time to make ads during the day. Runway is now available in OpenAI's Dots. Brief your dot before bed on the new croissant flavour, it plans the shots, Runway generates them, and the spot is waiting in the morning. Generations use your Runway credits.
Runway changelog: OpenAI Dots x Runway · 1 October 2026Source
OpenAI DotsFor: Homeowners managing a project
Have your dot watch the renovation thread for six weeks, then stop
Our kitchen remodel had a contractor channel that moved faster than I could read. Give your dot a recurring check with a time zone and an end date, like weekdays at 9 AM for six weeks. Tell it to update the checklist and only message you when a date slips. Ask it to confirm the schedule.
OpenAI Dots docs: recurring tasks · 27 October 2026Source
OpenAI DotsFor: Event planners
Ask your dot to dig up what you decided months ago
We picked a wedding photographer in March and by August nobody remembered why. Your dot can search your past ChatGPT conversations and use the decisions from them in a new task. Ask it to find the earlier discussion and build the final vendor list from it.
OpenAI Dots docs: conversation context · 27 October 2026Source
OpenAI DotsFor: Team members planning time off
Tell your dot a private detail and let it shape the team update
You share your medical leave dates with your dot privately. It can use them to prepare your handover update, but sharing private details in a team channel still needs your permission. You get a good update without your personal stuff going anywhere you did not say.
OpenAI Dots docs: across messaging channels · 27 October 2026Source
OpenAI DotsFor: New parents
Research three daycares at once while you keep chatting
Comparing daycares is a week of tabs. Your dot can split work among background agents that run in parallel and report back. Ask for a comparison of three options on fees, hours and reviews, and keep asking about other things while they work.
OpenAI Dots docs: assigned work and background agents · 27 October 2026Source
OpenAI DotsFor: Friends planning group trips
Keep the shared trip packing list in Google Drive up to date
Group trips always have one doc nobody updates. Connect the Google Drive plugin and your dot can read and update documents. Message it from Slack or your phone, 'Ravi is bringing the speaker', and it edits the shared list so everyone sees the same thing.
OpenAI Dots docs: connect apps · 27 October 2026Source
OpenAI DotsFor: Parents
Let your dot read school emails without being able to send any
School emails are a firehose of permission slips and dress up days. Connect Gmail with read access but not send, since your ChatGPT app permissions apply to your dot. Ask it every Sunday for what is due this week. It can read, but it cannot reply to the teacher by accident.
OpenAI Dots docs: app permissions · 27 October 2026Source
OpenAI DotsFor: Households who file bills
Have your dot grab the monthly bill from the utility portal
Downloading one PDF from the power company portal takes nine clicks and a forgotten password. When a site needs a login, your dot sends a private sign in form so your credentials stay out of the chat. You can Save to Passwords, and reusing the login still needs your confirmation.
OpenAI Dots docs: sign in to a website · 27 October 2026Source
OpenAI DotsFor: Anyone using picky websites
Use your own computer when a site blocks the cloud browser
Some sites just refuse cloud browsers. If that happens, ask your dot to try your connected computer instead. It may start a separate local task, so keep your computer online with the ChatGPT app open. It does not carry over the cloud session, so you may need to sign in again.
OpenAI Dots docs: connect your computer · 27 October 2026Source
OpenAI DotsFor: Analysts and small business owners
Let your dot crunch the big spreadsheet while your laptop is off
The sales export is 200,000 rows and your laptop fan sounds like a jet. Your dot has its own cloud computer for data analysis, and cloud work continues while your devices are off. Hand it the file at night, shut the lid, and read the summary over coffee.
OpenAI Dots docs: use the cloud computer · 27 October 2026Source
OpenAI DotsFor: Teams sharing project folders
Make your dot hand file deletions back to you
The scariest thing an assistant can do is clean up too much. In Custom rules, choose Hand off to you for deleting shared project files. Your dot asks you to do that one yourself, while it keeps tidying everything else.
OpenAI Dots docs: custom rules · 27 October 2026Source
OpenAI DotsFor: People heading on leave
Pause your dot on vacation without killing the Monday report
Before my holiday I wanted the dot to stop its current job but keep sending the weekly sales summary. Pause stops the current main task but does not cancel scheduled runs. Open Scheduled to turn off only what you want, and use Resume when you are back.
OpenAI Dots docs: stop work · 27 October 2026Source
OpenAI DotsFor: Anyone delegating several tasks
Answer your dot's questions from the Activity view
Sometimes the dot gets stuck waiting for a sign in or a decision and you never noticed. Open your dot's profile, select Activity, and open the task to see its progress, files and any request for input. Answer it there and the work keeps going.
OpenAI Dots docs: review work · 27 October 2026Source
OpenAI DotsFor: Phone first people
Set up your dot on your phone in the waiting room
You do not need a desktop to get started anymore. You can create your dot in the ChatGPT mobile app, name it, customize how it looks and connect plugins from your phone. You can also have ChatGPT open straight to your dot, so it is ready when you are. Dots are on Pro plans outside the EEA, UK and Switzerland, and on Business Premium.
ChatGPT what's new: create your dot in the mobile app · 9 October 2026Source
OpenAI DotsFor: Office workers on Teams
Message your dot from Microsoft Teams at work
Your company lives in Teams and switching apps all day is tiring. Teams is one of the ways to reach your dot, alongside ChatGPT and Slack. It is the same dot with the same notes, so what you asked in the morning on your phone carries into your afternoon in Teams.
OpenAI Dots docs: across messaging channels · 27 October 2026Source
OpenAI DotsFor: People who plan out loud
Drop a link into the chat while you are on a call with your dot
Halfway through talking about a flat, you want your dot to look at the listing. You can type during a call with your dot, so paste the link while you keep talking. It is way easier than reading a URL out loud.
OpenAI Dots docs: channels and calls · 27 October 2026Source
OpenAI DotsFor: Teams writing plans together
Mention your dot while editing a Page in ChatGPT Space
Our team plan page always had one section nobody wanted to write. While editing a Page in ChatGPT Space, you can mention your dot and ask it to fill in the risks section from last week's notes. You keep editing while it works.
ChatGPT what's new: ChatGPT Space Pages · 2 October 2026Source
OpenAI DotsFor: Project leads
Let your dot quietly spot when two plans clash
You told your team the launch is on the 12th, but your own draft from last week says the 15th. Your dot can do proactive research on what it has permission to read and flag that kind of conflict. That research cannot send messages or change apps, so it brings you a question instead.
OpenAI Dots docs: proactive research · 27 October 2026Source
OpenAI DotsFor: People with lots of automations
Ask your dot to list every scheduled job before a new quarter
After a few months you forget what your dot is doing on autopilot. Ask it to list, change or cancel its scheduled tasks, or open Scheduled to review the instructions, timing and destination of each. A ten minute clean up keeps it from sending old reports.
OpenAI Dots docs: recurring tasks · 27 October 2026Source
OpenAI DotsFor: Developers and power users
Let your dot start a Codex task on your own computer
Your repo and test data only live on your laptop. With your computer connected, your dot can create a local Work or Codex task there. Ask it from your phone to run the cleanup script on the photo folder. Keep the computer online with the ChatGPT app open.
OpenAI Dots docs: new local Work or Codex task · 27 October 2026Source
Claude Duet
Claude DuetFor: People with overflowing inboxes
Ask Duet to clear out the mail you do not need to read
My inbox had 4,000 unread and maybe twenty mattered. Claude Duet can handle a request like 'Clear out anything in my inbox that I don't need to read'. Try it on a slow afternoon and look at what it moved before trusting it with more.
Mixing renovation chats with work chats is chaos. Duet has one main thread plus separate channels that share memory. Make a channel for the renovation so quotes and decisions stay together, and Duet still knows your budget from the main thread.
Claude Help: get started with Claude Duet · 27 October 2026Source
Claude DuetFor: Busy solo professionals
Hand Duet your to do list in the morning and read the report at night
One early tester handed Duet a to do list before leaving and got an evening report back. Do the same on a day you are out with clients. Use the Tasks tab to see what is in progress, and just read the report on your way home.
Claude: Claude Duet early tester story · 23 October 2026Source
Claude DuetFor: Parents and students
Let Duet check the portal that has no connector
Our school portal will never have a connector. Duet has its own cloud browser for sites without connectors, so ask it to check the portal for new grades or notices. Remember it can't show you the browser as it works, so check what it reports.
Claude: Claude Duet cloud browser · 23 October 2026Source
Claude DuetFor: Multi location business owners
Break down invoices store by store
One tester, Amin, used Duet to look at invoices store by store. If you run a few locations, connect QuickBooks and ask which shop is paying the most for supplies. You get a real comparison instead of one blurry total.
Claude: Claude Duet with QuickBooks · 23 October 2026Source
Claude DuetFor: Coaches and consultants
Let Duet handle your Calendly bookings around your real week
Calendly is great until your week changes and the bookings do not. Duet works with Calendly. Ask it to look at next week's bookings against your calendar and tell you what clashes, then decide together what to move.
Claude: Claude Duet connectors · 23 October 2026Source
Claude DuetFor: Small business owners
Find what you decided about a vendor three months ago
We switched printing vendors and nobody remembered why. Duet can search past chats, so ask what you decided about the vendor and why. You get the reasoning back in seconds instead of scrolling for an hour.
Claude: Claude Duet search past chats · 23 October 2026Source
Claude DuetFor: Founders and finance leads
Ask Duet where every number in your board update came from
Nothing is worse than a board member asking 'where is that from?' and you freezing. Duet cites which email or file a number came from. Before the meeting, ask it to build the update and list the source for each figure, then click through the big ones.
Claude: Claude Duet citations · 23 October 2026Source
Claude DuetFor: People who hate notifications
Tell Duet what you want to hear about and how often
Some assistants ping you about everything. With Duet you can tell it what you want to hear about and how often, like only client emails, twice a day. It checks at intervals rather than watching nonstop, so set the rhythm to match how you work.
Claude: Claude Duet updates · 23 October 2026Source
Claude DuetFor: Small office managers
Reorder office supplies with a one time card
Toner always runs out the morning of a big print job. Duet can make purchases through Link or Shop Pay with a one time card. Ask it to reorder your usual supplies and check before it buys. It can't trade or move money, and Duet is a research preview for US Pro and Max users on a waitlist.
Claude: Claude Duet purchases · 23 October 2026Source
26 October 2026 (120 ideas)
Grok Bot
Grok BotFor: Small business owners
Turn every contact form into a drafted reply
My friend runs a tiny yoga studio and her contact form just dumps into an inbox she checks twice a week. Point the form's webhook at a Grok Bot routine instead. Each submission wakes the routine with the request body, it drafts a warm reply with the class schedule, and you approve it before anything goes out.
Grok Bot changelog: routines triggered by webhooks · 25 August 2026Source
Grok BotFor: Freelancers and anyone who files expenses
Give your Bot a +receipts address and stop hunting for invoices
Your Bot has its own email address, and it can use tagged versions like yourbot+receipts@. Use that tagged address at every online checkout, then set a routine that only runs on mail sent to that tag. Once a month it rolls everything into one tidy expense Page. Tax season stops being a scavenger hunt.
Grok Bot changelog: tagged addresses and per-tag routines · 14 October 2026Source
Grok BotFor: Renters and home buyers
Keep one live Page for the apartment hunt
Flat hunting means twenty tabs and a notes app full of half thoughts. Ask your Bot for a Page comparing the places you are considering, with rent, commute and your gut feeling, and have it keep the Page up to date as you send new listings. You edit it together, and the decision gets a lot calmer.
Reorder the boring household stuff with one approval tap
Save your store login and card in the Vault once. When you run low on dish soap or diapers, tell the Bot what you need and it does the checkout in its own browser. Buying is one of the actions it checks with you about first, so nothing gets bought behind your back.
Grok Bot changelog: Vault for logins and cards · 23 October 2026Source
Grok BotFor: Anyone planning a family surprise
Bring an old family photo to life for an anniversary
My parents have one faded wedding photo on the fridge. Send it to your Bot and ask for a short video made from that image, like the two of them turning to smile at the camera. It makes a lovely surprise for an anniversary dinner, and it took one message.
Grok Bot changelog: videos from a description or an image · 22 October 2026Source
Grok BotFor: People who think better while moving
Plan your week out loud on a walk
Start a voice call with your Bot while you walk the dog and talk through the week. With phone access turned on, it can add events to your phone calendar and set reminders on iOS or Android as you go. You come home with a plan instead of a mental list you forget by lunch.
Grok Bot on X: phone Calendar, Reminders and Contacts · 22 October 2026Source
Grok BotFor: Consultants and team leads
Turn messy meeting notes into a real slide deck
Paste the scrappy notes from a client call and ask for a deck. Grok Bot shows sample slides so you can pick a look, then hands back a PowerPoint or Google Slides file you can edit. The first draft that used to eat your evening now shows up before you finish dinner.
Grok Bot changelog: slide decks · 7 October 2026Source
Grok BotFor: Parents
Put the whole school term calendar in Google Calendar in one go
The school sends a PDF with forty dates and you add three of them before giving up. Connect Google Calendar, send the PDF to your Bot, and ask it to create every holiday, exam and parent meeting. It can create several events in one step, so the whole term is in before the kettle boils.
Grok Bot changelog: create several Google Calendar events in one step · 22 October 2026Source
Grok BotFor: Team managers
Make a Team Bot the new hire buddy in Slack
New people ask the same twenty questions in their first week. Set up a Team Bot in your Slack workspace that teammates can message, load it with your onboarding docs, and let new hires ask it where things live. Your senior folks get their afternoons back.
Your Bot can search X and read public posts. Set a routine at 9 AM and 5 PM that looks for new launches or pricing changes from the three competitors you care about and sends you a short digest with links. You stop doom scrolling to stay informed.
Grok Bot changelog: X search · 11 October 2026Source
Claude
ClaudeFor: Family organisers
Plan the family reunion in one living Claude Doc
Every reunion has a group chat with 400 messages and no answers. Start a Claude Doc for dates, rooms, food and who is driving whom, then share it with the family. Claude helps write and update it as plans change, so the doc stays the single source of truth.
Claude release notes: Claude Docs, Sep 16 2026 · 16 September 2026Source
ClaudeFor: Parents and volunteers
Turn a rambling outline into a PTA pitch deck
You have a good idea for the school garden and a terrible outline. Ask Claude for a presentation and it starts in Claude Slides, where you can edit with Claude or straight on the slide. Ten minutes later you have something you are not embarrassed to show the principal.
Claude release notes: Claude Slides in any conversation · 16 September 2026Source
ClaudeFor: Anyone trying to work more intentionally
Use your monthly recap to see where your attention went
Settings, then Reflect, shows the topics you spent time on, your busiest day and your peak hour with Claude. Read it at the end of the month and ask yourself if that matches what you said mattered. Pair it with quiet hours if the answer stings a bit.
Claude release notes: monthly recap in Reflect (beta) · 9 July 2026Source
ClaudeFor: Anyone starting a new chapter
Clean up what Claude remembers before a big life change
Changing jobs or moving cities? Open Settings, then Memory, and review the Topics Claude keeps about you. Edit or delete anything stale, and leave sensitive topics out unless you deliberately turn them on. Your next conversations start from who you are now, not who you were last year.
Claude release notes: editable memory Topics · 25 August 2026Source
ClaudeFor: Freelancers and small teams
Schedule a Friday expense roundup that runs without your laptop
Cowork can run scheduled tasks remotely, so your computer does not need to be on. Set one for Friday afternoon that gathers the week's receipts from your connected email into a spreadsheet. You close the laptop for the weekend knowing the boring part is done.
Claude release notes: Cowork on web and mobile with remote sessions · 7 July 2026Source
ClaudeFor: Analysts and founders
Build the model in Excel, then the slides from the same chat
Claude for Excel and Claude for PowerPoint now share the conversation context. Work through a pricing model in Excel, then switch to PowerPoint and ask for three slides that explain it. Claude already knows the numbers, so you skip re-explaining everything.
Claude release notes: work across Excel and PowerPoint · 11 March 2026Source
ClaudeFor: Runners and gym regulars
Check if your training is wrecking your sleep
On the Claude mobile app in the US, Pro and Max users can let Claude read health and fitness data. Ask it to compare your workout load with your sleep quality over the last two months. My guess is the late-night runs show up in the chart pretty fast.
Claude release notes: health and fitness data on mobile · 12 January 2026Source
ClaudeFor: Parents and teachers
Explain compound interest to a teenager with a live chart
Words do not land with a 15 year old, but a chart might. Ask Claude to show what saving 500 rupees a month looks like over 10, 20 and 30 years, and it can draw the chart right in the reply. Change the numbers together and watch the curve bend.
Claude release notes: interactive charts and diagrams in chat · 12 March 2026Source
ClaudeFor: Job seekers
Fix one paragraph of your cover letter without rewriting it
When Claude writes a draft, it opens beside the chat. Highlight the clunky paragraph, type what you want changed, and Claude edits just that spot. You keep the parts you like instead of rolling the dice on a full rewrite.
Claude release notes: edit Claude's drafts in place · 12 June 2026Source
ClaudeFor: Product teams
Tag Claude in a Slack thread to build the launch checklist
On Team and Enterprise plans you can tag Claude in a Slack conversation and hand it the task. Drop it into the messy launch thread and ask for a checklist with owners and dates pulled from what people already said. Nobody has to scroll up three days.
Claude release notes: Claude Tag in Slack · 23 June 2026Source
ChatGPT
ChatGPTFor: Anyone dreading government websites
Let ChatGPT Work fill the passport or licence renewal form
On Plus and Pro, ChatGPT Work can do tasks on websites where you are signed in. Hand it the renewal page and your details, and let it fill the form while you watch. Review everything before you submit, because it is still your name on the form.
ChatGPT release notes: ChatGPT Work on signed-in websites · 27 August 2026Source
ChatGPTFor: Parents
Catch the summer camp registration email the minute it lands
Good camps fill up in an hour. Set a ChatGPT scheduled task that fires from a Gmail webhook when the registration email arrives, and have it summarise dates, prices and the sign-up link. You get a heads up instead of finding it three days later.
ChatGPT release notes: scheduled tasks with webhooks · 27 August 2026Source
ChatGPTFor: Parents and caregivers
Turn a recorded parent-teacher meeting into notes
Record the meeting on your phone with permission, then upload the audio to ChatGPT on a paid plan. Ask for a transcript, the three things the teacher flagged, and a short follow-up email. Nothing slips because you were busy nodding.
ChatGPT release notes: audio uploads · 6 October 2026Source
ChatGPTFor: Friend groups
Settle the Goa trip money with a bill splitter it builds for you
GPT-6 can build small interactive tools right in the chat, like a bill splitter. Paste who paid for what on the trip and ask for one where everyone can see who owes whom. The awkward money conversation shrinks to one screenshot.
ChatGPT release notes: GPT-6 and Intelligent UI · 7 October 2026Source
ChatGPTFor: Students
Make flashcards from your lecture notes the night before
Upload your notes and ask for flashcards or a quiz. It works on every plan, so students on the free tier can use it too. Do one round, ask it to drill only the ones you missed, and go to bed.
ChatGPT release notes: flashcards and quizzes · 23 September 2026Source
ChatGPTFor: Event organisers
Spin up a small site for the school reunion
ChatGPT Sites lets Plus and Pro users build a simple site in Work and share it with named people without making it public. Make one with the venue, the date, a map and a list of who is coming. It beats a PDF nobody can find. The Plus and Pro rollout of Sites did not include the EEA, UK or Switzerland at launch.
ChatGPT release notes: share Sites with named people · 11 September 2026Source
ChatGPTFor: Patients and caregivers
Walk into the doctor's office with better questions
In ChatGPT Health in the US, you can pick a lab result and ask what it means in plain language, then build a list of questions for your appointment. It is prep, not a diagnosis. The doctor still makes the call, you just stop forgetting what you meant to ask.
ChatGPT release notes: ChatGPT Health · 28 September 2026Source
ChatGPTFor: Couples
Book date night without opening three apps
Tell ChatGPT the vibe, the area and the time, and it can help reserve through OpenTable, Resy or Yelp. Ask for two options under your budget with a short reason for each. You pick, it books, and you look organised.
ChatGPT release notes: restaurant reservations · 10 August 2026Source
ChatGPTFor: Renters
Scan a paper lease and ask what you are signing
On iOS, the camera can scan several pages into one PDF. Scan the lease your landlord handed you and ask ChatGPT about the notice period, the deposit and anything unusual. Then ask the landlord the questions you would otherwise have skipped.
ChatGPT release notes: multi-page camera scan to PDF on iOS · 2 October 2026Source
ChatGPTFor: Side hustlers
Keep your side business in its own Project memory
Create a Project for the weekend candle business and turn on project-only memory. ChatGPT remembers pricing, suppliers and customer notes there, without leaking them into your day job chats. It is like a separate notebook that actually remembers what you wrote.
ChatGPT release notes: Projects with project-only memory · 20 August 2026Source
OpenAI Codex
OpenAI CodexFor: Ops and analytics folks
Record the weekly report chore once and replay it forever
Every Monday you click through the same dashboard and export the same CSV. On macOS, Codex Record and Replay can turn a demo of that task into a reusable skill. Show it once, then just ask for the Monday report. It needs Computer Use turned on, and it launched without the EU, UK or Switzerland.
ChatGPT release notes: Record & Replay in Codex · 22 June 2026Source
OpenAI CodexFor: Web developers
Give Codex a goal, not a task list
Goal mode lets you describe the outcome and how to check it. Try something like: get the Lighthouse performance score on the pricing page above 90 without breaking tests. Codex keeps working toward that bar instead of stopping after the first edit.
ChatGPT release notes: Codex goal mode · 21 May 2026Source
OpenAI CodexFor: Developers with commutes
Approve Codex actions from your phone on the train
Codex Remote in the ChatGPT mobile app lets you check on tasks running on your computer and approve the next step. Kick off a refactor before you leave, then give the thumbs up from the platform. You arrive with work done, not work waiting.
ChatGPT release notes: Codex Remote on mobile · 25 June 2026Source
OpenAI CodexFor: Small dev teams
Get a first pass review before your teammate looks
With the Code Review plugin, Codex reads a pull request's summary and diff, lists findings and lets you discuss the changes. Run it before you tag your teammate, so the small stuff like a missed null check is already fixed. Humans can focus on whether the change makes sense.
Run a security scan on the side project you forgot about
Codex Security Cloud scans GitHub repositories on demand or on a schedule, investigates findings and prepares proposed fixes. It needs the right workspace permissions and billing set up. Point it at that old app still running on a five dollar server. Read the findings and merge the patches you agree with.
ChatGPT release notes: Codex Security Cloud · 29 September 2026Source
OpenAI CodexFor: Mac developers
Show Codex the bug instead of describing it
On macOS, Appshots let you attach a window to a Codex prompt with a shortcut. Grab the broken settings screen and say the toggle snaps back after save. A picture of the exact state saves three rounds of explaining.
ChatGPT release notes: Codex Appshots on macOS · 21 May 2026Source
OpenAI CodexFor: Front-end developers
Let Codex profile a slow page with developer tools
Turn on developer mode for Codex browser use and it can read the console, inspect network calls and profile JavaScript. Ask it why the dashboard takes six seconds to load and to fix the worst offender. You get the culprit and the fix, not a vague guess.
ChatGPT release notes: developer mode for Codex browser use · 11 June 2026Source
OpenAI CodexFor: Developers joining a new codebase
Make sense of an inherited repo with /init
You just inherited a repo with no docs and a README from 2022. Run /init and Codex drafts an AGENTS.md describing how to build, test and work in the project. Read it, fix what is wrong, and every future Codex task starts with better context.
ChatGPT release notes: /init for AGENTS.md · 11 June 2026Source
OpenAI CodexFor: Developers
Try three fixes in parallel and keep the best one
Codex Cloud gives each task its own isolated workspace from a reusable environment you set up once, and you can run several tasks at the same time. Ask for three different approaches to a flaky checkout test and compare the diffs side by side. You pick the cleanest instead of settling for the first idea.
ChatGPT release notes: Codex Cloud · 29 September 2026Source
OpenAI CodexFor: Desktop app developers
Have Codex click through your Windows app
Codex Computer Use works on Windows as well as Mac. Ask it to open your desktop app, walk the sign-up flow and report anything that looks broken. It is a cheap smoke test before you ship. Computer Use is not available in the EEA, UK or Switzerland.
ChatGPT release notes: Codex Computer Use on Windows · 11 June 2026Source
Google Gemini
Google GeminiFor: Creators and marketers
Teach Gemini your writing voice once with a skill
Skills are saved instructions Gemini runs whenever your prompt matches. Ask it to build a skill from a chat where you nailed your tone, then stack it with a brand guidelines skill. Every LinkedIn post after that sounds like you on a good day. Skills are replacing Gems, and your Gems will migrate.
Gemini release notes: skills in Gemini, Sep 30 2026 · 30 September 2026Source
Google GeminiFor: Home cooks in the US
Order the week's groceries from a Gemini chat
Open Customize and connect Instacart. Then tell Gemini what you are cooking this week and ask it to build the cart. You still choose what goes in, you just skip the forty taps. Most connected apps are US English for now.
Gemini release notes: Customize and 40+ connected apps · 13 October 2026Source
Google GeminiFor: Busy professionals
Start the day with Daily Brief instead of five apps
Daily Brief pulls priorities from Gmail, Calendar and your Gemini chats into one view with Top of Mind and Look Ahead sections. Read it before you open your inbox. It is rolling out to Google AI subscribers in the US.
Gemini release notes: Daily Brief · 19 May 2026Source
Google GeminiFor: Road trippers
Plan a road trip by talking, with maps showing as you go
Gemini Live now lives inside the chat, so you can switch between talking and typing. Talk through the drive with a friend in the car, and Gemini can show live maps and weather cards while you chat. Type the final plan when you stop for chai.
Gemini release notes: the next chapter of Gemini Live · 19 May 2026Source
Google GeminiFor: Small business owners
Make on-brand posts by giving Gemini your brand kit
Upload your website or brand kit to set a brand style, and Gemini uses Nano Banana 2.1 to make visuals that match. Ask for a Diwali sale banner and it already knows your colours and fonts. No more explaining which green you meant.
Google: new Gemini tools for small business owners · 20 October 2026Source
Google GeminiFor: Small shop owners
Turn a shoebox of receipts into a chart you can understand
Gemini can turn messy spreadsheets and photos of receipts into clear financial graphics. Snap the receipts from the month and ask where the money went. Seeing that coffee bar on a chart hits differently.
Google: new Gemini tools for small business owners · 20 October 2026Source
Google GeminiFor: Makers with ideas and no time
Go from a brainstorm to a working prototype on your Mac
Antigravity is built into the Gemini macOS app. Brainstorm a habit tracker in chat, then click Antigravity, approve the agent's plan and let it build and test the code in the background. You get a ping when it is ready to try.
Gemini release notes: Antigravity in the Gemini macOS app · 13 October 2026Source
Google GeminiFor: Windows users
Summon Gemini with Alt + Space to draft a reply on Windows
The Gemini app for Windows opens from anywhere with Alt + Space. Mid spreadsheet, pop it open, draft the reply to your boss, and get back to work. Small thing, but it kills a lot of tab switching.
Gemini release notes: Gemini app for Windows · 10 September 2026Source
Google GeminiFor: College students
Turn your syllabus into a study notebook on your phone
The student hub in Gemini can build study notebooks from your own course material, and they now work on mobile. Upload the syllabus on day one and ask for a weekly plan. Review on the bus instead of panicking in week nine.
Gemini release notes: student hub and study notebooks on mobile · 19 August 2026Source
Google GeminiFor: Mac users who write a lot
Hold Fn and talk to rewrite an email in any Mac app
On the Gemini macOS app, hold the Fn key to dictate into the window you are in. Turn on Gemini reasoning and you can highlight a stiff paragraph and say make this friendlier. The polished text lands right at your cursor.
Gemini release notes: voice dictation on macOS · 29 July 2026Source
AI image generation
AI image generationFor: Students and parents
Make a science fair poster with text that actually reads right
Nano Banana 2.1 is strong at infographics and accurate text. Give it your kid's results and ask for a clean poster layout with labelled charts. Generate at 2K or 4K if the text is small, then print it at the copy shop.
Google DeepMind: Nano Banana 2.1 model card · 6 October 2026Source
AI image generationFor: Etsy and Instagram sellers
Put one product into ten lifestyle scenes
Nano Banana 2.1 can blend up to 14 reference images and keep objects faithful. Upload your handmade mug from a few angles plus some scene photos, and ask for it on a breakfast table, a desk and a picnic blanket. Your shop listing suddenly looks like a brand.
Gemini API: Nano Banana 2.1 · 6 October 2026Source
AI image generationFor: Family historians
Restore a cracked photo of your grandparents
Ideogram 4.5 handles multi-turn edits without piling up artifacts, and restoring old photos is one of its listed uses. Fix the crease first, then the faded colour, then the background in separate turns. Each step stays clean, so you can stop when it looks right.
Change the date on a poster without redesigning it
Ideogram 4.5 can modify text inside an existing image. Your event moved from Saturday to Sunday? Upload the poster and ask it to change just the date. The rest of the design stays put.
Ideogram 4.5 lists product photography among its strengths and outputs at native 2K. Photograph the product once in good light, then ask for the navy, olive and sand versions on the same background. You save a whole reshoot.
Turn your kid's drawing into a storybook character
Midjourney's Edit Model accepts up to four reference images. Use your child's crayon dragon as a reference and ask for it in a few storybook scenes while keeping the wonky wings. Print them as a tiny book for their birthday.
Upload a photo of your room to Midjourney's Editor and retexture it with a moodboard or a style reference. Try the warm terracotta look and the cool sage look side by side. Arguments about paint colour get much shorter.
FLUX 3 Image Klein has open weights and runs on 8GB of VRAM with INT8 in ComfyUI. If your client does not want their unreleased product going to a cloud service, generate everything locally. Small studios under 5 million dollars in revenue get free commercial use.
Black Forest Labs: FLUX 3 Image Klein · 15 October 2026Source
AI image generationFor: Illustrators
Train a small LoRA on your own illustration style
FLUX 3 Image Klein supports LoRA training. Feed it a few dozen of your own illustrations and use the result to rough out new compositions in your style. Then you paint the final by hand, faster.
Black Forest Labs: FLUX 3 Image Klein · 15 October 2026Source
AI image generationFor: Pet owners
Make a WhatsApp sticker pack of your dog
ChatGPT Images 2.5 can make sticker packs. Upload a few photos of your dog and ask for a pack with moods like hungry, judging you and zoomies. The family group chat will never be the same.
AI video generationFor: Interior designers and DIYers
Show a room makeover with a first and last frame
In Google Flow, Veo 3.1 can generate a clip between a first frame and a last frame. Use your before photo and an edited after photo, and you get a smooth transformation for your reel. Clips are 4, 6 or 8 seconds.
Google Flow Help: models and supported features · 26 October 2026Source
AI video generationFor: Small brands
Keep your mascot looking the same in every clip
Ingredients to Video in Flow lets Veo 3.1 Lite or Fast use reference images for characters and objects. Upload your café's cartoon cat once and make 8 second clips of it pouring coffee, waving and sleeping. It stays the same cat.
Google Flow Help: models and supported features · 26 October 2026Source
AI video generationFor: Short video creators
Stretch a great 8 second shot into a longer scene
Flow can extend 8 second Veo 3.1 videos, as long as you use Veo 3.1 Lite to do the extending. Got a perfect sunset shot that ends too soon? Extend it so the waves keep rolling under your voiceover.
Google Flow Help: models and supported features · 26 October 2026Source
AI video generationFor: Parents and casual creators
Edit your own phone video just by chatting
Gemini Omni Flash in the Gemini app lets you edit video through conversation, and each instruction builds on the last. Take your kid's football clip, ask for a stadium background, then slow it down at the goal. It is rolling out to Google AI Plus, Pro and Ultra subscribers.
Google: Introducing Gemini Omni · 19 May 2026Source
AI video generationFor: Shop owners and teachers
Record a how-to video as your own avatar
Gemini Omni Avatars create a digital version of you that looks and sounds like you. Write a 30 second explanation of your return policy and let your avatar deliver it. Every Omni video carries an invisible SynthID watermark, so be upfront that it is AI.
Google: Introducing Gemini Omni · 19 May 2026Source
AI video generationFor: YouTube creators
Remix a Short for free in YouTube Shorts
Gemini Omni Flash is in YouTube Shorts and the YouTube Create app at no cost. Turn a plain clip of you skating into one with motion effects coming off the board. A fun experiment that costs nothing.
Google: Introducing Gemini Omni · 19 May 2026Source
AI video generationFor: Anyone planning a birthday surprise
Tell a 30 second birthday story with keyframes
Kling 4.0 makes up to 30 seconds in one go and takes up to 10 keyframes. Pick photos of your friend at 5, 15 and 25, set them along the timeline, and describe what happens in between. It is a little film, not a slideshow.
Kling 4.0 supports speech in languages like Hindi and English, plus accents including Indian English. Write the dialogue in quotes in each language and describe the speaker's tone. A local shop can get a two language ad without hiring two voice artists.
Show your craft from raw material to finished piece
Kling 4.0 lets you set a first frame and a last frame. Use a photo of raw clay and a photo of the finished vase, and describe the process in between in a documentary style. Potters, bakers and woodworkers get a process video they did not have to film.
Runway's Aleph 2.0 in Edit Studio edits clips up to 30 seconds at 1080p and changes only what you ask for. Turn the beach-day ad into a cosy winter one, or remove the stranger walking through the background. It is available on paid Runway plans.
Runway: Introducing Aleph 2.0 and Edit Studio · 21 May 2026Source
Claude Code
Claude CodeFor: Dev teams
Write your team's house rules into CLAUDE.md
Tired of saying use pnpm, not npm for the hundredth time? Put it in CLAUDE.md along with your test command and naming rules. Claude Code reads it at the start of every session, so it stops repeating the same mistakes.
Claude Code docs: memory and CLAUDE.md · 26 October 2026Source
Claude CodeFor: Developers who care about clean diffs
Auto-format every file Claude touches with a hook
Hooks run your own commands at set points, like after a file is edited. Wire Prettier or Black to run after each edit and you never review a diff full of spacing noise again. Small setup, daily payoff.
Write a skill that knows how your team formats release notes, where the changelog lives and what to leave out. Next release, just call it. It is like handing a checklist to a colleague who never skims.
Let Claude read the ticket and the design doc through MCP
Connect your issue tracker and docs with MCP servers. Then say implement the ticket and Claude Code reads the requirements itself instead of you pasting them in. Less copy and paste, fewer missed details.
Create one subagent for tests and another for docs, each with its own instructions and tools. While the main session builds the feature, they handle the chores in parallel. Your context stays clean too.
Claude Code docs: subagents · 26 October 2026Source
Claude CodeFor: Maintainers
Schedule a weekly dependency check in the cloud
Cloud scheduled tasks run on Anthropic-managed infrastructure, so your laptop can be closed. Set one for Sunday night to check outdated dependencies and open a PR with safe updates. Monday starts with a diff to review, not a chore.
Claude Code docs: run prompts on a schedule · 26 October 2026Source
Claude CodeFor: Developers with long-running tasks
Steer a long local session from your phone
Remote Control lets you view and steer a Claude Code session running on your machine from another device. Start the big migration at your desk, then check progress and answer its questions from the sofa.
Claude Code docs: Remote Control · 26 October 2026Source
Claude CodeFor: Teams living in Slack
Turn a Slack bug report into a pull request
Mention @Claude in the Slack thread where someone reported the bug. With Claude Code in Slack, it can pick up the context, work on the fix and come back with a PR link. The person who reported it sees the loop closed in the same thread.
Claude Code docs: Claude Code in Slack · 26 October 2026Source
Claude CodeFor: Developers who step away from the desk
Get CI failures pushed into your session via Telegram
Channels push events into a running Claude Code session from an MCP server, and Telegram, Discord and iMessage are in the research preview. Forward CI failures so Claude can start investigating, and reply from your phone. The session has to stay open for events to arrive.
Claude Code docs: channels · 26 October 2026Source
Claude CodeFor: Front-end developers
Debug the live page in Chrome with Claude
Connect Claude Code to Chrome and it can open your local app, read console errors and click through the flow. Say the checkout button does nothing on mobile width and let it reproduce the problem itself.
Muse can negotiate on your behalf, and lowering a bill is one of the examples Meta gives. Tell it your current plan and what competitors charge, and let it work on it while you get on with your day. It asks before sending email on your behalf.
Meta says Muse can help with things like selling a car for more. Share the details and photos, let it research comparable prices and handle the back and forth with buyers. You stay in control of the final yes.
Host a dinner party that remembers everyone's diet
Muse remembers details like your friends' dietary restrictions. Ask it to plan a menu for Saturday that works for your vegan friend and the one with a nut allergy, then help with the invites. Nobody gets the awkward plate of bread.
Muse can adjust training plans when things change. Tell it you sprained an ankle or have a work trip, and it reworks the week instead of you abandoning the plan. Consistency beats perfection.
Muse can book travel and pays with Link by Stripe using a one-time card and purchase protections. Give it dates, budget and the vibe, approve the plan, and it handles the bookings. It asks for approval before purchases.
Muse is available in WhatsApp as well as its own app and muse.ai. Message it from the same app you use with family, like find a plumber who can come Thursday. It keeps working after you close the chat.
Muse works in its own secure browser and can fill out forms. Hand it the after-school club sign-up page and your kid's details. You review before anything is submitted.
Tell Muse you want to open a small bakery stall at the Sunday market. It can break that into a plan and keep making progress in the background, like researching permits and suppliers. You check in when you have a minute.
You choose how much access Muse gets to each app. Give it limited email access first and ask for a list of recurring charges from your receipts. Check the audit trail to see exactly what it looked at. Muse is rolling out in the US first.
OpenAI's own example is a dot noticing an invoice you forgot and sending it after you approve. Give your dot your client list and billing rhythm. It nudges, drafts and waits for your yes.
OpenAI: Introducing Dots · 29 September 2026Source
OpenAI DotsFor: Product engineers
Turn customer feedback into pull requests with videos
Dots can turn feedback into PRs with videos showing the change. Point yours at the feedback channel and let it pick off the small fixes. You review the video and merge.
OpenAI: Introducing Dots · 29 September 2026Source
OpenAI DotsFor: Product marketers
Keep launch materials in sync when the scope changes
Scope changes on Thursday, and now the blog post, the FAQ and the email are wrong. A dot can keep revising launch materials as things change. You stop being the person who updates seven docs at midnight.
OpenAI: Introducing Dots · 29 September 2026Source
OpenAI DotsFor: Researchers and analysts
Rerun the analysis every time new data lands
Researchers can have a dot rerun analyses as new data comes in. Each new batch shows up and the charts refresh without you starting over. You spend time on what the results mean.
OpenAI: Introducing Dots · 29 September 2026Source
OpenAI DotsFor: Sales folks and agencies
Keep the sales proposal current as the client changes their mind
When the client adds a requirement on a call, tell your dot. It updates the proposal and flags what that does to price and timeline. You walk into the next meeting with the right version.
OpenAI: Introducing Dots · 29 September 2026Source
OpenAI DotsFor: Podcasters and YouTubers
Turn every episode into clips and show notes
Content creators can have a dot make clips, show notes and social drafts from a recording. Drop the episode, go to sleep, and review the batch in the morning. Your one recording becomes a week of posts.
OpenAI: Introducing Dots · 29 September 2026Source
OpenAI DotsFor: iPhone users
Call your dot from the iPhone Action button
Use Apple Shortcuts with Open your dot in Call mode, and assign it to the Action button on supported iPhones. Press, talk through what you need on your way out, hang up. The dot keeps going while you drive.
ChatGPT: open your dot from iOS widgets and Shortcuts · 16 October 2026Source
OpenAI DotsFor: Team leads
Hand off from a Slack thread and let it follow through
Dots work in Slack and Teams too. In the thread where your team decided on a vendor, ask your dot to collect quotes and come back by Friday. It keeps working between conversations, so you do not have to chase.
OpenAI: Introducing Dots · 29 September 2026Source
OpenAI DotsFor: Anyone delegating for the first time
Set Custom Rules so it never emails a client without asking
Custom Rules let you decide what your dot can do on its own and what needs your approval. Make sending anything to clients require approval, and check the Activity View to see what it did today. Trust grows when you can see the work.
OpenAI: Introducing Dots · 29 September 2026Source
OpenAI DotsFor: Anyone with 900 files in Downloads
Let your dot tidy the Downloads folder on your laptop
With your permission, a dot can connect to your laptop. Ask it to sort the bank statements, tickets and random PDFs in Downloads into folders. Dots are rolling out to Pro and Business Premium, with Pro not yet in the EEA, UK or Switzerland.
OpenAI: Introducing Dots · 29 September 2026Source
OpenAI DotsFor: Office managers and team leads
Let your dot run the team offsite headcount
Planning an offsite means chasing twelve people for a yes. Hand the whole thing to your dot. It updates the headcount as people confirm and asks you before it sends the venue a request for revised pricing. OpenAI uses this exact example in its docs.
Have it watch the launch channel and flag schedule risks
Add your dot to the launch channel in Slack and tell it what to watch for, like a slipped date or a blocked task, and when to ping you. Ask it to confirm the recurring check, because just adding it to a channel does not start monitoring. Next morning you get the risk, not the scroll.
ChatGPT docs: Message your dot · 26 October 2026Source
OpenAI DotsFor: People drowning in notifications
Keep routine updates in ChatGPT and decisions in Slack
Most agent updates are noise until one needs you. Tell your dot to keep routine progress in ChatGPT and bring only decisions to you in Slack, and say which changes count, like a deadline at risk. Your Slack stays quiet until it matters.
ChatGPT docs: Message your dot · 26 October 2026Source
OpenAI DotsFor: iPhone users with busy hands
Make a Dictation shortcut for thoughts you get on the go
An idea hits while you are carrying groceries. Make an Apple Shortcut with Open your dot in Dictation mode and say it in one breath. Your dot has the note and can start on it, and you did not have to type a thing.
ChatGPT docs: iOS widgets and shortcuts · 16 October 2026Source
OpenAI DotsFor: Developers away from their desk
Start and steer Codex tasks from your phone through your dot
Your dot can start work in Codex and follow up on existing threads, using context from your Codex threads and automations. Message it from the train: fix the flaky test from yesterday's thread. Those Codex tasks still count toward your normal usage limits.
ChatGPT: Bring your dot into your Codex work · 9 October 2026Source
OpenAI DotsFor: Anyone with automation clutter
Ask your dot to clean up your scheduled ChatGPT Work automations
Months of automations pile up, and half of them no longer make sense. Your dot can read and edit ChatGPT Work automations. Ask it to list what is scheduled and update the ones that changed, like moving the weekly report from Monday to Tuesday.
ChatGPT: dots can read and edit Work automations · 9 October 2026Source
OpenAI DotsFor: Anyone delegating web chores
Take over its browser for the one step only you can do
Sometimes a site wants something only you should do. Open your dot's computer, select Take over, finish that step, then select Return control so it picks the job back up. Sensitive tasks like changing a password always stay with you anyway.
Turn a new design into a working app while you talk to users
Inside OpenAI, when a new design arrives, dots turn it into a working app while the team focuses on customer feedback. Give your dot the mockup and the repo, and spend your afternoon on user calls. You come back to something you can click.
OpenAI: Introducing Dots · 29 September 2026Source
OpenAI DotsFor: Engineering teams
Have it start investigating bugs the moment they show up in Slack
OpenAI says a bug appearing in Slack gets dots investigating right away. Tell yours to watch the bugs channel and report what it finds, with a likely cause and a suggested fix. You show up to a lead, not a mystery.
OpenAI: Introducing Dots · 29 September 2026Source
OpenAI DotsFor: Busy founders
Call your dot to reshuffle priorities on the drive in
Your dot can run several projects at once without separate threads. When the day changes, hit the phone button in its conversation and talk it through: the client deck first, the research later. Work keeps going after you hang up.
Each morning Claude Duet looks across your email and calendar and picks what needs you. One tester had a showing booked on the wrong day and Duet flagged it. That one catch is worth the whole setup.
Ask Duet to pull together a brief on the company you are meeting at 3. It works out which apps to use and how much effort it takes, and the finished brief shows up in the Make tab.
Claude Help Center: Get started with Claude Duet · 21 October 2026Source
Claude DuetFor: Freelancers and small businesses
Chase unpaid Stripe invoices without the awkwardness
Tell Duet to check Stripe for unpaid invoices and draft reminder emails. You read them and approve. It asks before it sends a message, so no client gets a cranky email at 2 AM.
Claude Help Center: Get started with Claude Duet · 21 October 2026Source
Claude DuetFor: Small business owners
Prep payroll in Gusto before Friday
With Gusto connected, Duet can get payroll prep ready for you to check. Ask it to flag anything odd, like overtime that looks too high. You still press the final button.
Describe the role you are hiring for and Duet drafts the LinkedIn post. After you approve, it can put the posting up. Hiring your first employee feels a little less like a second job.
Get the contract ready in Docusign for your signature
Duet can prepare agreements in Docusign, and it asks before it signs anything. Hand it the client details and the template, and look it over before it goes out. Paperwork stops piling up.
Duet follows up on threads that have gone quiet. Connect HubSpot and ask it to draft follow-ups for leads with no reply in two weeks. You approve, it sends, and fewer leads quietly die.
Tell Duet about the new product and ask for a week of social posts. With Canva connected, it can put the campaign together for you to tweak. Your launch week has visuals before Monday.
Duet can work in Shopify, so the side project you keep postponing can get moving. Ask it to draft product pages from your notes and photos. You review and publish.
Duet takes voice messages in the same thread you type in. Ramble your to-dos on an evening walk and it sorts them and starts on the ones it can do. Duet is a US research preview for Pro and Max, with a waitlist.
Claude Help Center: Get started with Claude Duet · 21 October 2026Source
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