Announcing llm-d 1.0: Open distributed inference for agents on Google Cloud TPUs and GPUs
Multi-vendor open-source project lands to scale model serving across heterogeneous clusters

Google, in collaboration with Red Hat, IBM, and open-source contributors, has launched the 1.0 release of llm-d under the Cloud Native Computing Foundation Sandbox. The framework provides a Kubernetes-native foundation designed to orchestrate and scale distributed model inference for agentic systems across both GPUs and TPUs. The system unifies model-serving components including vLLM and SGLang with enterprise container management infrastructure.
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This summary was written by the GPU Data Hub desk from reporting published by Google Cloud Blog on 20 Oct 2026, 11:30. Read the full article at the original publisher.
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