Deepak Shivanandappa

Name: The Persistent Context Sprint Hackathon | Live at MongoDB .Local Build Fest
Start: 2026-08-13T19:30:00.000Z
End: 2026-08-14T03:00:00.000Z
Location: San Francisco, CA

Built at The Persistent Context Sprint Hackathon | Live at MongoDB .Local Build Fest · Aug 13, 2026 · San Francisco, CA

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.

Team