Agentic AI flips the old model. Instead of stateless, event-by-event workloads, we get stateful, self-steering systems that observe, reason, plan, and act - on loop.
Kubernetes steps up as the OS for this next phase. Boosted by platform engineering, it brings the right mix: ephemeral compute, persistent memory, tight orchestration, and a clean way to wire in tools.
Big picture: Weβre moving from cloud-native microservices to something more alive - agent-native systems that think and adapt, not just react.
