JEV Context Fabric keeps exact, hashed source text as coding-agent memory and marks retrieved excerpts as untrusted and possibly stale.
A Next.js prototype for live and file-upload transcription that keeps the API key server-side, its SRT/VTT exports, and where the audio goes.
Team Clean Drop's Gemma 4 hackathon prototype: photo-first water-point reports with structured triage and human review, plus what the notebook runs.
How PickYour.AI checks AI stack compatibility with a versioned rule contract and three-valued outcomes. The preview catalog is synthetic.
How our neatHack 2026 team turned an event link into an AI-illustrated keepsake stub, and which parts work versus remain a prototype.
A browser-only prototype that reads the USPTO PTO/SB/16 cover sheet into JSON without uploading it. Not legal advice; not USPTO-affiliated.