# Muscle Memory

- **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
- **Placement:** Finalist
- **Team:** [Kartik Mehra](https://cerebralvalley.ai/u/Mkartik007), [Aman Kothari](https://cerebralvalley.ai/u/Akkkk)
- **GitHub:** https://github.com/Kartik-007/skill-smith
- **Demo video:** https://drive.google.com/drive/folders/1WdyH4u_fQYa4OocBCMGTuAox72eQ98VG?usp=sharing
- **Gallery:** https://cerebralvalley.ai/e/mongodb-sftw-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/mongodb-sftw-hackathon/hackathon/gallery/15

A robot that gets better at handling objects it’s never seen, without retraining. After every round, an AI coach reviews what broke and rewrites the robot’s harness, and a test keeps only the changes that make it better.

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

- [AIZOYA](https://cerebralvalley.ai/e/mongodb-sftw-hackathon/hackathon/gallery/12)
- [Aegis](https://cerebralvalley.ai/e/mongodb-sftw-hackathon/hackathon/gallery/13)
- [Trojans_VerdictLoop](https://cerebralvalley.ai/e/mongodb-sftw-hackathon/hackathon/gallery/14)
- [ammas health](https://cerebralvalley.ai/e/mongodb-sftw-hackathon/hackathon/gallery/16)
- [Probity](https://cerebralvalley.ai/e/mongodb-sftw-hackathon/hackathon/gallery/17)
- [WorldSTATE](https://cerebralvalley.ai/e/mongodb-sftw-hackathon/hackathon/gallery/18)

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Markdown version of https://cerebralvalley.ai/e/mongodb-sftw-hackathon/hackathon/gallery/15. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt