CrewAI

Role-based orchestration: give each agent a job title and a goal.

When to use it

Use this when you'd rather describe agents declaratively as roles and tools than hand-build a graph.

Microsoft's multi-agent conversation framework, one of the first to stick.

LangChain's answer to 'agents need state machines, not chains.'

The agent scaffold built specifically to fix real GitHub issues.