# Probity

- **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:** [Sankalp Gilda](https://cerebralvalley.ai/u/sgilda)
- **GitHub:** https://github.com/probityai/ratchet
- **Demo video:** https://drive.google.com/file/d/1f8ZZkG6Nab_1BCH1KyUN0CLx-TD758YL/view
- **Gallery:** https://cerebralvalley.ai/e/mongodb-sftw-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/mongodb-sftw-hackathon/hackathon/gallery/17

Ratchet turns an AI agent's mistakes into tested, signed safety rules, and refuses any change it cannot prove.

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

- [Trojans_VerdictLoop](https://cerebralvalley.ai/e/mongodb-sftw-hackathon/hackathon/gallery/14)
- [Muscle Memory](https://cerebralvalley.ai/e/mongodb-sftw-hackathon/hackathon/gallery/15)
- [ammas health](https://cerebralvalley.ai/e/mongodb-sftw-hackathon/hackathon/gallery/16)
- [WorldSTATE](https://cerebralvalley.ai/e/mongodb-sftw-hackathon/hackathon/gallery/18)
- [Agent46](https://cerebralvalley.ai/e/mongodb-sftw-hackathon/hackathon/gallery/19)
- [MongoMation](https://cerebralvalley.ai/e/mongodb-sftw-hackathon/hackathon/gallery/20)

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Markdown version of https://cerebralvalley.ai/e/mongodb-sftw-hackathon/hackathon/gallery/17. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt