Prompt Engineering

A production prompt may define the model's role, goals, constraints, examples, output format, available tools, and relevant context. Prompt engineering works best alongside evaluation, retrieval, validation, and application logic rather than being treated as the only control mechanism. The concept matters when teams build production generative-AI applications that need reliable context, controlled outputs, evaluation, and connections to business data.