AI use case

Wake up to a two-line security briefing instead of reading breach threads

During a week full of "patch now" posts, a developer built a laptop tool that scans their projects against the latest advisories overnight and leaves a two-line summary and a short checklist. Plain code decides what's true and a local Gemma model only writes the wording, with a checker that rejects any number or version the model made up.