Kubernetes choices go beyond kagent: ARK and Orloj define Agent CRDs; Orka hosts coding runtimes. kagent 1.x splits agent definition (AgentTemplate) from execution policy (Harness), unlike its 0.x Agent YAML. Oracle Agent Spec is portable but needs a runtime adapter.