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Real-time & Cloud · 7 min read · February 19, 2026

What shipping real-time features actually costs

What shipping real-time features actually costs cover

Real time is easy in a demo and hard in production. The demo has one client on a good network. Production has thousands of clients on trains, reconnecting mid-update, expecting consistent state.

Treat the socket as an optimisation, not a source of truth. Every client should be able to reconstruct correct state from a plain HTTP read; the live channel just saves them the wait.

Fan-out is where costs appear. Broadcasting derived data — a recalculated table, not a raw event — keeps client logic thin and your compute predictable.

Plan for the reconnect path before launch. Users notice a stale screen far more than a slightly delayed one.

  • WebSockets
  • Redis
  • Socket.io
  • Cloud Scaling

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