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Kubernetes Model Serving in 2026: What Changed Since 2024

akrisanov.com · published 26 July 2026

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https://www.linkedin.com/in/terrytangyuan/

linkedin.com

https://terrytangyuan.github.io/2024/10/22/ai-ml-innovation-in-the-kubernetes-ecosystem/

terrytangyuan.github.io

https://github.com/llm-d/llm-d/

github.com

https://vllm.ai/

vllm.ai

Kubernetes v1.36: ハル (Haru) Read at the source ↗

https://kserve.github.io/website/docs/model-serving/generative-inference/modelcache/localmodel

kserve.github.io

https://gateway-api-inference-extension.sigs.k8s.io/

gateway-api-inference-extension.sigs.k8s.io

https://github.com/llm-d/llm-d-router

github.com

https://keda.sh/

keda.sh

https://lws.sigs.k8s.io/docs/overview/

lws.sigs.k8s.io

https://kubernetes.io/docs/concepts/scheduling-eviction/dynamic-resource-allocation/

kubernetes.io

https://www.kubeflow.org/docs/components/hub/

kubeflow.org

https://kubernetes.io/blog/2026/03/09/announcing-ai-gateway-wg/

kubernetes.io