# Mandela Logan

- **Event:** [Agents in Context Toronto: a MongoDB Hackathon](https://cerebralvalley.ai/e/mongodb-toronto-hackathon)
- **When:** Sat, Nov 14 at 9:00 AM – 9:00 PM (EST)
- **Where:** Toronto, Canada
- **Team:** [Mandela Logan](https://cerebralvalley.ai/u/mandelalogan)
- **GitHub:** https://github.com/mandelakori/HIVE-Repair
- **Demo video:** https://drive.google.com/file/d/1phEZst1EQvCKHxMQM1BHv9uc8rz3BYkg/view?usp=sharing
- **Gallery:** https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery/64

HIVE Repair is a multi-agent AI system that autonomously fixes broken Python integrations. A Planner, Implementer, and Verifier collaborate to diagnose issues, modify code, and run tests.

Unlike traditional coding agents, HIVE survives crashes, resumes interrupted work, and learns from verified repairs. Using MongoDB Atlas Vector Search, agents retrieve successful solutions from previous runs and share knowledge.

I demonstrated real code repairs, crash recovery, cross-run knowledge transfer, and scheduler stress testing with 16 concurrent workers and 300 synthetic task completions.

## More from Agents in Context Toronto: a MongoDB Hackathon

- [ProofGate](https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery/61)
- [Membrane](https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery/62)
- [GhostShift](https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery/63)
- [StopLine](https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery/65)
- [MemoryBank](https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery/66)
- [StockFighter](https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery/67)

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Markdown version of https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery/64. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt