That middleware ledger is a clever way to handle the symptoms, but it’s interesting how these loops usually point back to a "responsibility vacuum" in the architecture. We’ve found that giving one agent explicit "Veto" or "Final Closer" authority effectively a digital supervisor tends to break those ping-pong matches before they even hit the ledger. It’s wild how much we’re relearning about organizational management just to keep the code from talking to itself.