# memory-engine

- **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:** [Manoj Konda](https://cerebralvalley.ai/u/kmanoj03), [Sai Karan Akula](https://cerebralvalley.ai/u/karanakula)
- **GitHub:** https://github.com/kmanoj03/memory-engine
- **Demo video:** https://drive.google.com/file/d/1p9SyucNvgTngwIz05k-MFMuhzwdPCp6u/view?usp=sharing
- **Gallery:** https://cerebralvalley.ai/e/mongoDB-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/mongoDB-hackathon/hackathon/gallery/65

Memory Engine is a metadata-aware debugging assistant that helps developers instantly recall how past errors were fixed.
It combines semantic embeddings with contextual metadata, like service, environment, and version to surface the most relevant past incidents.
Every fix feeds back into the system, turning your organization’s debugging history into a self-learning memory that gets smarter over time.

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Markdown version of https://cerebralvalley.ai/e/mongoDB-hackathon/hackathon/gallery/65. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt