Agent orchestration tutorial roadmap

Agents
LangGraph
LangChain
CrewAI
AutoGen
A tutorial outline for LangGraph, LangChain, CrewAI, and AutoGen workflows.

Tutorial Goal

Compare agent workflow patterns and show how to evaluate them as software systems.

Sections To Build

  1. Single-agent tool calling.
  2. Stateful workflows with LangGraph.
  3. Multi-agent role decomposition.
  4. Guardrails and human approval points.
  5. Trace inspection.
  6. Failure mode analysis.

Notebook Plan

  • notebooks/agent-orchestration/01-tool-calling.ipynb
  • notebooks/agent-orchestration/02-langgraph-workflow.ipynb
  • notebooks/agent-orchestration/03-multi-agent-comparison.ipynb
  • notebooks/agent-orchestration/04-evaluation.ipynb