Researchers propose URAI (Universal Robot-Agent Interface), a new approach to robot control that couples a programming agent with an execution agent. The programming agent writes reusable tools, while the execution agent selects and parameterizes them. This design retains model-level decision-making and improves performance on various robot tasks.