// Topic

Kubernetes

AI2026.07.165 min

Self-Hosted LLMs Become Platform Workloads

A CNCF walkthrough of vLLM on Kubernetes shows what private inference really needs: persistent model weights, service discovery, secrets, restart behavior, and an API boundary apps already understand.

Tundrabit
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