# KayOne

- **Event:** [WeaveHacks 3: Self-Improving Agents Hackathon with Weights & Biases](https://cerebralvalley.ai/e/weave-hacks-3-self-improving-agents-hackathon-with-weights-and-biases-7014fe80)
- **When:** Jan 31 at 9:00 AM – Feb 1 at 5:00 PM (PST)
- **Where:** 400 California St, San Francisco, CA
- **Team:** [Kunal Kamdar](https://cerebralvalley.ai/u/kaykamdar)
- **GitHub:** https://github.com/kaykay7/self-improving-meta-agent/tree/feature/self-improving-agent
- **Demo video:** https://youtu.be/zxHIgvzsAsM
- **Gallery:** https://cerebralvalley.ai/e/weave-hacks-3-self-improving-agents-hackathon-with-weights-and-biases-7014fe80/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/weave-hacks-3-self-improving-agents-hackathon-with-weights-and-biases-7014fe80/hackathon/gallery/6

The Agent Performance Profiler is a self-improving meta-agent that monitors, analyzes, and optimizes other AI agents. It captures execution traces, detects performance bottlenecks and anti-patterns, and provides actionable recommendations. The profiler learns from outcomes to improve its analysis and recommendations over time.

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Markdown version of https://cerebralvalley.ai/e/weave-hacks-3-self-improving-agents-hackathon-with-weights-and-biases-7014fe80/hackathon/gallery/6. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt