AutoGen vs. LangGraph
Conversation-shaped runtimes vs. graph-shaped runtimes.
AutoGenLangGraph
Two of the most influential frameworks, with very different shapes. AutoGen treats the world as a conversation between agents; LangGraph treats it as a state machine.
AutoGen suits research-style explorations where the path is not known up front.
LangGraph suits production systems where you need replayability and audit.