$ python examples/financial_incidents/run.py trade test TEST trade-notional (cut-point) agent@1 llm STUB → place_order(quantity=1000) place_order@1 tool LIVE blocked: exceeds maximum $5,000.00 agent@2 llm LIVE Order blocked — $190,000.00... [PASS] order blocked [PASS] no shares sold [PASS] agent@1 stubbed [PASS] place_order ran live