What you will learn

• Explain how LangGraph executes workflows and manages state using reducers, typed state, and checkpoints.

• Implement stateful agent pipelines with conditional routing, parallel execution, and recovery mechanisms.

• Analyze agent behavior using execution logs, snapshots, and time-travel debugging techniques.

• Design human-in-the-loop and multi-agent systems using supervision, planning, and consensus reasoning.