Correct, it's not a k8s operator. Standalone binary, zero dependencies. Just uses the same mental model because clusters and namespaces map really well to multi-team agent management.
For Ai, I'm using ADK. It's my "kubernetes for agents" from this perspective of abstractions and common task management handled by the system.