- Step1: Install Agent Control Plane using pip or Docker.
- Step2: Define agent configurations in YAML or JSON, specifying tasks, tools, and LLM endpoints.
- Step3: Configure external tool integrations and environment variables.
- Step4: Deploy agents via CLI or web dashboard to Docker or Kubernetes clusters.
- Step5: Monitor agent execution, logs, and metrics through the dashboard or REST API.
- Step6: Iterate on agent definitions, scale horizontally, and manage versions.