Diagram of a distributed LLM inference cluster with separate prefill and decode workers linked by a KV transfer bus.

NVIDIA Dynamo: A Practical Guide to the Open-Source Inference Serving Framework

Dynamo disaggregates prefill and decode, distributes KV cache across nodes, and routes traffic intelligently. Here’s what it is, how it works, and when to reach for it in production.

September 4, 2026 · 9 min · 1736 words · martinuke0
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