# Shravan_ai

- **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:** [Shravan Kumar](https://cerebralvalley.ai/u/Shravan_ai)
- **GitHub:** https://github.com/SonuDKing2721/citeproof
- **Demo video:** https://youtu.be/7TcXakrB4Mk
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2433

Citeproof helps Python maintainers investigate bug reports with source evidence they can inspect. Two independent Muse Glimmer investigators search a pinned repository using bounded, read-only tools. A deterministic checker verifies each cited file, line range, quote, and symbol. Citeproof compares evidence while keeping citation validity, file-localization metrics, and human judgment about the diagnosis separate. The demo uses a cached Click #3449 investigation; its rechecked localization result has hit@1=false and recall@3=0.2, and the human review marked the diagnosis partly supported. This single smoke case does not establish general accuracy.

## More from Meta Global AI Developer Hackathon

- [ExamEval](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2430)
- [MARVA](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2431)
- [Munix](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2432)
- [Muse Newz](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2434)
- [KIVO](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2435)
- [Convert Booking](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2436)

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