# self improving on-call agent

- **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:** [Bek Hamit](https://cerebralvalley.ai/u/bekhamit), [Akimbek Khamitov](https://cerebralvalley.ai/u/akimbk)
- **GitHub:** https://github.com/bekkhamitov/self-improving-on-call-agent
- **Demo video:** https://www.loom.com/share/0713fc7e8f3d4b05b650968d1a68b035
- **Gallery:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/79

An always-on agent that lives outside your repo, watches production logs, and ships its own fixes with no human prompting. It also gets faster with every bug it fixes.

## More from AIE Code Summit 2026 Hackathon

- [Closeout](https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/1)
- [Rosetta](https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/76)
- [Mergegate Arena](https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/77)
- [MedGaurd](https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/78)
- [Gregg](https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/80)
- [Pathlock](https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/81)

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Markdown version of https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/79. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt