AI agents in the DeFi space are transitioning from experimental stages to production-grade systems. The deep collaboration between OpenLedger and Theoriq vividly demonstrates this shift—by tightly integrating agent intelligence with on-chain execution, enabling verifiable execution processes, auditable state changes, and transparent economic logic. This architectural design ensures that every step is traceable, allowing users and developers to fully track how the system makes decisions and executes transactions. This not only addresses the AI black box problem but also provides a new foundation of trust for the DeFi ecosystem—no longer relying on brand promises, but on the code and data itself.