What does a multi-agent system cost you?

An answer that works

More calls and more money, more latency unless workers run concurrently, more failure modes, and harder debugging since a wrong answer can come from any worker or from the decomposition. Bad decomposition is the worst case, because every worker succeeds at the wrong task.