How I Think About Prompt Systems
A prompt system is more than one clever instruction. It is examples, boundaries, checks, and a repeatable way to judge the output.
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Prompting For Repeatable Outputs
Repeatable AI output comes from a stable job, a clear output shape, examples, and a review pass that catches drift.
A Simple Prompt QA Checklist
Prompt QA catches drift before a prompt system becomes part of a real workflow: missing fields, weak evidence, tone problems, and unsafe assumptions.