Prompt engineering

Prompt engineering includes techniques such as clear roles and goals, examples (few-shot), step-by-step reasoning, fixed output formats and breaking large tasks into smaller steps.

In businesses, proven prompts are collected, tested and versioned as templates – much like program code. With more capable models, the focus is shifting increasingly to providing the right context.