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The Multi-Agent Patterns That Outlived AutoGen

Microsoft's AutoGen entered maintenance mode in October 2025 when its team merged with the Semantic Kernel team to build the unified Microsoft Agent Framework.

  • Conversation history acts as shared state across agents in AutoGen
  • Speaker selection mechanism is core to multi-agent system design
  • Different models allow cost-effective workload distribution in AutoGen

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