# Adam Je

- **Event:** [Meta Global AI Developer Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon)
- **When:** Oct 26, 12:00 PM – Nov 4, 9:00 PM (EST)
- **Where:** Online
- **Team:** [Adam Zhfk](https://cerebralvalley.ai/u/adamz)
- **GitHub:** https://github.com/aredamz/winnow
- **Demo video:** https://youtu.be/bKtKm4XWnbs?si=oBrqwyOzeQ3bi5yh
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5128

Winnow watches your pull requests and posts inline reviews with evidence, one-click fixes, and documentation updates — automatically, in about a minute.

How it works: a planner splits each PR into units, four specialist agents (correctness, security, performance, maintainability) review in parallel over whole-repository retrieval, a verifier drops anything without evidence, and a docs agent keeps docstrings, README and CHANGELOG in sync. Every step streams to a live dashboard with tokens and cost. All reasoning runs on Meta's Muse Spark.

Built for the Meta Global AI Developer Hackathon (Indie track).

## More from Meta Global AI Developer Hackathon

- [Vishisht Magan](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5125)
- [Ethan Gritli](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5126)
- [TareKV](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5127)
- [SyncDigit](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5129)
- [OurTake](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5130)
- [Air5280](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5131)

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