prompting-and-llm-interfaces
Structured Output Is Product Design, Not Prompt Decoration
The moment another system needs to consume model output, structure stops being optional. It becomes part of the product contract.
2026-04-22 · makeyourAI.work
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Structured Output
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prompting-and-llm-interfaces
AI Features Fail When Nobody Writes Acceptance Criteria for Model Behavior
If your AI feature has no acceptance criteria, you are not shipping software. You are releasing a probability distribution and hoping the user forgives you.
2026-04-12 · makeyourAI.work
prompting-and-llm-interfaces
Prompting as Interface Design, Not Magic Text
Prompting gets better the moment you stop treating it like clever phrasing and start treating it like interface design.
2026-04-10 · makeyourAI.work