Agent Frameworks
Microsoft AutoGen
Framework for multi-agent conversations and collaboration.
Best for experiments where agents talk, critique, and coordinate through messages rather than a tightly controlled workflow graph.
Use AutoGen to explore multi-agent patterns, then harden only the patterns that survive evaluation.
Best for
- multi-party dialogue
- research prototypes
- collaborative reasoning
Not ideal for
- teams that need a narrow production workflow immediately
- simple tool calling
Core concepts
agentsmessagesteamstools
Minimal implementation shape
Set up two agents with different responsibilities, cap turns, log every message, and score whether collaboration improved the answer.