AutoGen

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

When to use it

Use this when you want several agents collaborating through structured conversation turns, pointed at a local endpoint.

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

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

The agent scaffold built specifically to fix real GitHub issues.