Pipes With Purpose: Data Foundations for Real‑Time Action
Reliable automation begins with streams that move fast and safely. From click collection to server events and change data capture, every payload must be schematized, validated, and versioned. We will outline resilient architectures using queues, buffers, and idempotency keys that keep experiences coherent even when networks wobble or services restart mid‑journey.