Kagent0.10.1: declaration and execution

Kagent0.10.1: declaration and execution An architecture diagram generated by Archify. Agent custom resource · kagent.dev/v1alpha2 · Architecture component Agent custom resource kagent.dev/v1alpha2 Kagent Controller · resolve references / reconcile · Architecture component Kagent Controller resolve references / reconcile Go / Python ADK · example runtime:go · Architecture component Go / Python ADK example runtime:go ModelConfig · approved model backend · Architecture component ModelConfig approved model backend RemoteMCPServer · server enforces tool permissions · Architecture component RemoteMCPServer server enforces tool permissions Session / memory store · verify configuration / tenant scope · Architecture component Session / memory store verify configuration / tenant scope watch / reconcile reconcile Deployment modelConfig authorized tool calls configured persistence Legend Backend Database Cloud External

CRD versus Agent instance

  • • A CRD defines the API; the controller reconciles Agent resources.
  • • LangGraph is a separate framework requiring explicit integration.

Credentials and tool authorization

  • • The default OpenAI apiKeySecret translator creates a secret environment variable.
  • • A file-credential policy needs a verified BYO/runtime/gateway path.
  • • Tool names and replica counts do not establish authorization or HA.