# BuzzSaws

- **Event:** [The Recursive Agents Hackathon](https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon)
- **When:** Sat, Oct 17 at 9:00 AM – 10:00 PM (PDT)
- **Where:** San Francisco, CA
- **Team:** [Ayush Kumar](https://cerebralvalley.ai/u/ayukumar261)
- **GitHub:** https://github.com/ayukumar261/buzzsaws
- **Demo video:** https://youtu.be/k1b05GnZmo0
- **Gallery:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/12

A recursive self-improving agent that writes optimized SQL queries.

Sometimes, reporting dashboards let customer enter their own SQL queries. Their SQL queries can be pretty bad, not optimized. So, I designed a loop that improves Qwen 3.5's 9-billion parameter model to write better, and more performant SQL queries.

## More from The Recursive Agents Hackathon

- [Hanuman](https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/9)
- [No free wins](https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/10)
- [kerngen](https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/11)
- [Unfoolable](https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/13)
- [Repro](https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/14)
- [CORE GENESIS](https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/15)

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Markdown version of https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/12. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt