# Fotio

- **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:** [Ayaan Gazali](https://cerebralvalley.ai/u/ayaangazali)
- **GitHub:** https://github.com/aparekh02/fotia
- **Demo video:** https://youtu.be/aTGjUzFOXhI
- **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/60

a self-reliant multi-agent system that fuses satellite signals and real-time phone calls to continuously evolve optimal wildfire prediction and response strategies using multi-agent evaluation and memory-based reinforcement learning.

we posted our demo on X and tagged weights and biases for the demo track: https://x.com/Ayaan_Gazali/status/2018081368820040168?s=20

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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/60. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt