### Install the LangGraph Python SDK ### Wire CopilotKit middleware into your graph Sub-agents are wired as tools on a supervisor `create_agent` call. The supervisor's middleware list includes `CopilotKitMiddleware()` so the delegation log slot streams back to the UI through shared state. See `src/agents/subagents.py` for the canonical supervisor + three sub-agents pattern with a live delegation log.