# Deepak Shivanandappa

- **Event:** [The Persistent Context Sprint Hackathon | Live at MongoDB .Local Build Fest](https://cerebralvalley.ai/e/persistent-context-sprint-hackathon)
- **When:** Thu, Aug 13 at 12:30 – 8:00 PM (PDT)
- **Where:** Pier 48, San Francisco, CA
- **Team:** [Deepak Shivanandappa](https://cerebralvalley.ai/u/Greywolf126)
- **GitHub:** https://github.com/deepakshivanandappa/ring-ops
- **Demo video:** https://drive.google.com/file/d/1bqOGNoa6Rw7WJVcQHd3j6lUNN5NyZobU/view?usp=sharing
- **Gallery:** https://cerebralvalley.ai/e/persistent-context-sprint-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/persistent-context-sprint-hackathon/hackathon/gallery/86

RingOps - Voice-Driven Incident Response with Persistent Memory

When production breaks, RingOps calls the on-call engineer instead of paging them to a dashboard. Using MongoDB Atlas Vector Search, it retrieves similar past incidents — root cause, fix, outcome - and walks through the situation in a live voice conversation powered by ElevenLabs. On command, it takes real action: rolling back a bad deploy or proposing a code fix, reflected live in a demo app. Every resolved incident is written back to memory, so the next call starts smarter than the last.

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