A fresh analysis by The New Stack (Nov 2 2025) highlights how Kubernetes has evolved from a container orchestrator into the control plane for agentic AI and large‑scale inference workloads—platforms that must now handle both human requests and machine‑to‑machine agent traffic.

The New Stack combined with the surge of projects like kagent (a CNCF sandbox framework for running AI agents in Kubernetes)

CNCF signals a major shift: SRE/Platform teams must redesign for autonomy, intent‑driven workflows, observability of agent coordination, and the governance of model‑powered tasks.

In our world, infrastructure teams must treat clusters not just as service hosts but as autonomous orchestration platforms—with telemetry for agent‑to‑agent traffic, policy controls intelligently aware of model actions, and self‑healing workflows as first‐class operations. That’s exactly where OpsWorker.ai steps in, helping platform engineers regain control and clarity as the infrastructure becomes increasingly autonomous.
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