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AI Workloads on Kubernetes 2026: The Production Stack (Kueue, KServe, vLLM, KubeRay)

This story is from 2026-09-28. It is preserved in the archive; the latest stories are on the live feed.

Two years ago, the question of whether Kubernetes is the right place for AI workloads was still open. By 2026, it has been answered: the production stack for AI/ML on Kubernetes has consolidated, the CNCF has graduated central projects, and the tooling landscape has matured. GPU clusters under Kube…

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  1. 2026-09-28 11:49 · DEV Community — AI
    AI Workloads on Kubernetes 2026: The Production Stack (Kueue, KServe, vLLM, KubeRay)

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