Phase 15 · AI Agents & Orchestration

Topics

Multi-Agent Systems (AutoGen, CrewAI)

Part of the AI Engineer Roadmap.

Summary

Architectures where multiple specialized agents collaborate (e.g. a researcher agent, a writer agent, a critic agent) on a task too complex for a single agent to handle well alone.

How to Learn This

  • 1Build a simple two-agent system (e.g. a worker and a reviewer) using AutoGen or CrewAI.
  • 2Learn the coordination patterns: sequential, hierarchical, and debate-style.
  • 3Identify when a multi-agent design actually beats a well-prompted single agent — it isn't always worth the added complexity.
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