Chapter 3
Multi-Agent Systems
One agent is powerful. Multiple agents working together can tackle problems no single agent could handle. Learn when multi-agent is worth the complexity — and how to orchestrate it with real frameworks.
What you'll learn
- When (and when not) to use multi-agent architectures
- CrewAI: role-based agent collaboration
- AutoGen: conversational multi-agent patterns
- Orchestration patterns — sequential, parallel, hierarchical
- Building a content pipeline with researcher, writer, and editor agents
- Debugging and observability for multi-agent systems
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