Prompt engineering is the practice of crafting effective instructions (prompts) to guide generative AI models, like large language models (LLMs), in producing desired outputs. It's a crucial skill for maximizing the capabilities of these AI systems and involves understanding how to phrase queries, provide context, and specify desired styles or formats.