Kubernetes has evolved from a container orchestration tool to the standard infrastructure layer for modern enterprises, with 82% production usage among container users and 66% of AI adopters using it for inference workloads. The 2025 CNCF survey reveals that while 98% of organizations have adopted cloud native technologies,
•4m read time• From cncf.io
Table of contents
Kubernetes: From Infrastructure Choice to Infrastructure StandardAI Adoption Is Infrastructure-FirstWhat Mature Teams Are Doing: GitOps, Platforms, ObservabilityCulture Is Now the Primary BarrierLooking Ahead: Infrastructure and SustainabilitySort: