Google announced GKE Agent Sandbox and Hypercluster at its Next '26 conference, positioning Kubernetes as a native orchestration platform for AI agents and distributed workloads. The move signals enterprise Kubernetes's pivot from containerized services toward stateful, agentic compute patterns.