# hydra

- **Event:** [The Harness Engineering & Model Wrangling #SFTechWeek Hackathon](https://cerebralvalley.ai/e/mongodb-sftw-hackathon)
- **When:** Sun, Oct 11 at 9:00 AM – 10:00 PM (PDT)
- **Where:** San Francisco, CA
- **Team:** [Sophia Park](https://cerebralvalley.ai/u/sophiapark)
- **GitHub:** https://github.com/sophiepark22/hydra-harness
- **Demo video:** https://youtu.be/1HO5Ssyka6M
- **Gallery:** https://cerebralvalley.ai/e/mongodb-sftw-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/mongodb-sftw-hackathon/hackathon/gallery/71

Hydra is an autonomous, self-healing AI agent framework designed to eliminate schema drift and breaking API contracts in production. When an agent encounters an unhandled runtime exception, Hydra intercepts the failure, validates a corrected contract inside an isolated subprocess sandbox, and persists the healed state to MongoDB Atlas. Subsequent calls across the agent fleet read the verified state directly from Atlas—achieving sub-33ms execution with zero model calls and zero token overhead.

## More from The Harness Engineering & Model Wrangling #SFTechWeek Hackathon

- [lane - gambling on your friends success](https://cerebralvalley.ai/e/mongodb-sftw-hackathon/hackathon/gallery/68)
- [Recoup](https://cerebralvalley.ai/e/mongodb-sftw-hackathon/hackathon/gallery/69)
- [Agent PhD](https://cerebralvalley.ai/e/mongodb-sftw-hackathon/hackathon/gallery/70)
- [Forge Extended](https://cerebralvalley.ai/e/mongodb-sftw-hackathon/hackathon/gallery/72)
- [OptBench](https://cerebralvalley.ai/e/mongodb-sftw-hackathon/hackathon/gallery/73)
- [Precedent](https://cerebralvalley.ai/e/mongodb-sftw-hackathon/hackathon/gallery/74)

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Markdown version of https://cerebralvalley.ai/e/mongodb-sftw-hackathon/hackathon/gallery/71. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt