3,505 user-funded agents traded real ETH over 21 days in the DX Terminal Pro deployment. The system processed 70 billion inference tokens and 300,000 onchain actions with a 99.9% settlement success rate. This research proves that structured operating-layer controls can stabilize autonomous financial agents. Practitioners can now implement validated tool actions to manage real capital safely.