DSPy's pitch is that you stop hand-writing prompts and let an optimizer compile them for you. You write a program out of modules, hand it a metric and a trainset, run a teleprompter, and it finds good few-shot examples for each step. It genuinely works.
Source: [Dev.to](https://dev.to/wartzarbee/your-compiled-dspy-program-re-sends-up-to-20-few-shot-demos-on-every-single-call-3a74)