Kubernetes Alone Cannot Secure Your LLM Workloads: What the CNCF Is Now Saying

The Cloud Native Computing Foundation has published a pointed warning: running LLMs on Kubernetes gives you infrastructure health, not AI security. For DevOps consultants advising enterprise clients on AI deployments, this distinction is now impossible to ignore.