Prompt Engineering for Humans

A developer's frustrating experience with AI coding revealed that vague prompts produce poor results, but detailed specifications generated excellent output within minutes. This same principle applies to human management, where unclear instructions lead to expensive failures and missed expectations. Good managers function as "prompt engineers for humans" by providing clear goals, context, constraints, success criteria, and validation mechanisms rather than vague directives that force teams to guess at intent.