AutoGen

AI Testing

Testing AutoGen GroupChat: Speaker Selection, Termination, and Deterministic Conversations

GroupChat is where AutoGen gets genuinely powerful — and genuinely unpredictable. You have a manager agent directing a conversation between specialists, a speaker selection policy deciding who talks next, and a termination condition that needs to fire at exactly the right moment. Any one of those can go wrong in ways

AI Testing

How to Test Microsoft AutoGen Multi-Agent Systems

Your AutoGen pipeline worked fine in dev. The Planner agent handed off to the Executor, the Executor called the right tool, the Critic reviewed the output, and everything terminated cleanly. Then you deployed it. Now the Executor occasionally ignores the Planner's instructions, the conversation sometimes loops 40 times