Part 60 · Module 11: Multi-Agent SystemsModule 11: Multi-Agent Systems1 min read·13 Oct 2026What you need firstModule 1: the returns_desk/ package and tests with pytest.Module 3: the eight tools in returns_desk/tools.py, TOOL_DEFS and call.Module 5: the agent loop and ScriptedModel.LangGraph state, nodes and edges, for Lesson 2's graphs.Python threads at the level of ThreadPoolExecutor and threading.Lock.