Tagged: frameworks

LangGraph wins on control and debuggability. CrewAI wins on team abstractions. AutoGen wins on conversational multi-agent patterns. No single framework is best — the right choice depends on your task structure, team size, and tolerance for complexity.

CrewAI wins when your multi-agent workflow maps naturally onto human team roles. AutoGen wins when agents need to deliberate, debate, and build on each other's work conversationally. Both are mature, well-supported, and genuinely different in how they model coordination.