Batched LLM inference API over GPUs

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Design an inference API that batches requests across GPUs efficiently. The discussion goes deep on a few axes: utilization, scaling under spikes, and separating prompt processing from token generation.

AnthropicAI system designHardLast asked Sep 2026

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