Summary: Agentic AI is goal-driven and needs platforms, not just containers. Kubernetes provides the core building blocks—scaling, orchestration, resilience, and extensibility—for agentic workloads. Managed offerings like GKE and platform engineering (IDPs, agent-native tools) make production-ready agentic systems simpler and more secure.