Blogs

There is a version of a multi-agent AI system that works beautifully in a demo. Inputs are clean. External services respond on time. Each agent hands off to the next in the expected sequence, and the whole thing runs to completion without incident. Then there is production. In production, an API times out at step six of twelve. An agent receives a malformed tool response and has no policy for what to do next. A compliance officer asks to see the audit trail for a decision mad