Prompt Engineering Is Just Writing

The model rewards the same clarity an editor would.

[ trace // field response ]

The model rewards the same clarity a good editor would. Specific verbs, defined audience, stated constraints, examples instead of adjectives. None of this is new craft. It is the same advice that has been printed in writing handbooks since the typewriter.

What is new is the immediacy of the feedback. Write a vague brief, get vague output, fix the brief, watch the output improve in seconds. The model has accidentally become the most patient writing tutor most engineers have ever had access to.

Treat prompt engineering as a writing practice and your prompts get shorter, sharper, and more honest about what you actually want. The improvement transfers. The next memo you write to a human will be better too.