# AutoMatch AI

- **Event:** [Agentic Memory & Context Engineering Hackathon](https://cerebralvalley.ai/e/mongoDB-hackathon)
- **When:** Sat, Oct 11 at 9:00 AM – 10:00 PM (PDT)
- **Where:** Shack15, San Francisco, CA
- **Team:** [Jiawei Zhu](https://cerebralvalley.ai/u/jzhu), [Jovian Wang](https://cerebralvalley.ai/u/jvo), [Ashvin Bondada](https://cerebralvalley.ai/u/ashvinbondada), [Tianhao Gu](https://cerebralvalley.ai/u/tianhaogu)
- **GitHub:** https://github.com/ashvinbondada/ai-car-mechanic
- **Demo video:** https://drive.google.com/file/d/1DkZ5bRH4cr8qeo7KWI57wkxTs_d8IO4a/view?usp=sharing
- **Gallery:** https://cerebralvalley.ai/e/mongoDB-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/mongoDB-hackathon/hackathon/gallery/49

A two-sided marketplace where drivers submit a car issue, the platform triages it with AI, and mechanic shop-side AI agents evaluate, price, and bid for the job using each shop’s live context (labor rates, technician schedules/certs, parts/inventory). The winner schedules the repair and completes payment + messaging on-platform.

---

Markdown version of https://cerebralvalley.ai/e/mongoDB-hackathon/hackathon/gallery/49. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt