Inference and generation

Prompt engineering

working definition

Definition

Designing and testing model inputs to elicit useful behavior from a particular model and task.

Distinguish it from nearby terms

Prompt engineering shapes an inference request; context engineering designs the broader information-delivery system.

Check your understanding

A strong prompt cannot compensate for missing tools, stale data, ambiguous acceptance criteria, or unenforced permissions.