AutoGen treats multi-agent communication as a conversation protocol. Each agent has a name, system prompt, and capability set. Agents talk to each other (and optionally to humans) to solve problems collaboratively. AutoGen's human-proxy agent enables human-in-the-loop verification without changing the agent code. The async-first v0.4 rewrite significantly improved reliability for production workloads.
The 5-Mode Loop
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Master the theory
Before this, understand: multi agent orchestration