What is prompt engineering?

Prompt engineering is the practice of designing inputs to a language model to produce desired outputs without changing model weights. It includes choosing instructions, examples, formatting, tone, and structure. Good prompt engineering can dramatically improve model performance on a task at near zero cost, making it the cheapest and fastest optimization lever for any LLM application.