# JQ

- **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:** [Junwei Quan](https://cerebralvalley.ai/u/JQ1013)
- **GitHub:** https://github.com/Wei-cyber/memory-with-receipts
- **Demo video:** https://www.youtube.com/watch?v=l4fQEVgTScM
- **Gallery:** https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery/33

Receipts is an on-call agent that handles engineering alerts and remembers past incidents — with the governance a company needs before it could deploy one. An agent with memory raises three questions: who can see each memory, what happens when one is wrong or stale, and did the memory actually do anything? Receipts answers all three.

Every time the agent acts, it leaves a receipt: the alert, the exact scope filter it searched with, the memories it was shown, the ones it used, and the action it took.

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

- [Lore](https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery/30)
- [ClusterX](https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery/31)
- [keepsake](https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery/32)
- [Yanli](https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery/34)
- [Strata](https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery/35)
- [AuditGate](https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery/36)

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Markdown version of https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery/33. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt