PTC

Programmatic Tool Calling, a paradigm that has models plan first and then generate executable TypeScript code, executing tool calls in batches through loops and function composition. Unlike the traditional ReAct-style step-by-step reasoning-and-calling loop, it significantly reduces the number of tool calls and reasoning round trips.