dspy-program-of-thought

Use when the task requires precise computation, math, or data manipulation — the LM writes Python code that executes in a sandbox instead of reasoning in natural language. Common scenarios — math word problems, data manipulation tasks, precise calculations the LLM gets wrong in natural language, statistical analysis, or any task where writing and executing code gives better results than reasoning in text. Related —…