#budgets

An Agent That Cannot Fail Will Retry Forever. Budget Tokens and Wall-Clock, Not Retry Counts.

Your max_retries=3 never fires, because every search call succeeds. The agent just keeps finding new ways to look for an answer that doesn't exist. Here is the budget that actually stops it, and the exit that lets it stop politely.