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Batch, Streaming, and the Boundary That Actually Matters

AI

19 Apr 2026 8 min read

Batch, Streaming, and the Boundary That Actually Matters

The real architectural decision isn't how fast you process data. It's what you choose to treat as a fact, and whether the machines around it can reason about those facts without asking permission.