What Broke After 10M WebSocket Events (And How We Fixed Our Realtime AI Orchestration)

What Broke After 10M WebSocket Events (And How We Fixed Our Realtime AI Orchestration)

Introduction We hit a hard wall when our realtime AI feature started processing millions of small events per day. Latency spiked, connection churn increased, and our monitoring looked like a horror movie. This is the story of what broke, the bad assumptions we made, how we changed architecture, and what actually worked in production. The Trigger A new feature introduced per-user AI agents that listen to user actions via WebSockets, enrich events with models, and publish back state...

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