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What Broke When We Hit 100k WebSocket Connections (And How Realtime Orchestration Saved Us)

Introduction We built a product that streams AI model outputs to browsers and backend agents in realtime. At first, a few hundred WebSocket connection…

devopsrealtimedistributedsystemsai
Dev.to May 19, 2026, 06:35 UTC
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What Broke After 10M WebSocket Events (And How We Fixed Our Realtime AI Orchestration)

Introduction We built a realtime AI feature for a multi-tenant SaaS: live agent assistants that coordinate across services and update UIs via WebSocke…

devopsrealtimedistributedsystemsai
Dev.to May 18, 2026, 22:13 UTC
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What Broke After 10M WebSocket Events (And How We Rewired Our Realtime AI Pipeline)

Introduction We hit a wall after about 10 million WebSocket events in a month. Latency spikes, dropped messages, and opaque failures started showing u…

devopsrealtimedistributedsystemsai
Dev.to May 17, 2026, 22:21 UTC

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