LLM rollout

By Greg Nowak, 3 June, 2026

Cache, background, batch: a cleaner map for AI workload design

OpenAI’s docs separate repeated prompts, long-running reasoning, and bulk offline work into cache-aware, background, and Batch paths to reduce latency, cost, and governance friction.

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