The Agent That Never Stops

The agent sometimes loops forever. Yesterday one research run on a vague goal ('find the best pricing strategy') spun for two hours and burned $40 before someone noticed and killed it by hand. The trace shows the same searches repeating in different phrasings, endlessly. You have the code and the traces.

Success: Add iteration caps and a safe exit.