# Sharley - Vibecode for Production

- **Event:** [AIE Code Summit 2026 Hackathon](https://cerebralvalley.ai/e/aie-code-2026-hackathon)
- **When:** Sat, Nov 7 at 9:00 AM – 10:00 PM (PST)
- **Where:** San Francisco, CA
- **Team:** [Nikhil Kulkarni](https://cerebralvalley.ai/u/nsk1755)
- **GitHub:** https://github.com/nikhilkulkarni1755/sharley
- **Demo video:** https://youtu.be/FZq-kdKisIE
- **Gallery:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/29

Independent Code Reveiwer for AI Code for Cybersecurity and Customer Experience

Sharley helps code repos, code ideas get production ready by finding buggy regions of the codebase, finding flaws or potential flaws in the code

## More from AIE Code Summit 2026 Hackathon

- [Rollback Club](https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/26)
- [Unbox](https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/27)
- [PRProof](https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/28)
- [The Liftie Sutras](https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/30)
- [DappGo](https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/31)
- [Labbit](https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/32)

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