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Running a self-hosted LLM in Kubernetes with vLLM

Running large language model (LLM) workloads in-house is one of several patterns teams adopt alongside managed API services.

Blogs Cncf

BlogsHow NetEase Games achieved 30-second LLM cold starts on KubernetesCncf BlogsPolicy-as-Code: Flexible Kubernetes governance with KyvernoCncf BlogsHow to get engineering time back from Kubernetes upgradesCncf BlogsGPU autoscaling on Kubernetes with KEDA: Building an external scalerCncf BlogsGitOps policy-as-code: Securing Kubernetes with Argo CD and KyvernoCncf BlogsKubernetes Security: 2025 Stable Features and 2026 previewCncf BlogsThe Language of LGBTQ Inclusion and Allyship - Deepgram Blog ⚡️Deepgram

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