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AI Infrastructure/Mar 24, 2026/8 min read

NVIDIA Dynamo is the orchestration layer above vLLM, not another inference server

NVIDIA Dynamo matters because it sits above vLLM, SGLang, and TensorRT-LLM to coordinate routing, KV reuse, disaggregated serving, and scaling across GPU fleets.

Lena OrtizStaff Writer

#NVIDIA #NVIDIA Dynamo #LLM inference #vLLM

Editorial illustration of a distributed inference control layer sitting above multiple model-serving engines, routing requests and KV cache between GPU pools. — Filed / MAR 24, 2026The pitch is not "here is one more model server." It is "here is the layer that coordinates the servers you already use."

#KV cache

NVIDIA Dynamo is the orchestration layer above vLLM, not another inference server