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
Tag
Prompt Engineering
This tag page stays indexable only because it carries a real descriptive frame and points to substantive posts, not thin archive noise.
ai-engineering-fundamentals
Fine-Tuning Is Usually the Wrong Answer Before You Fix Your Interface
Fine-tuning can be powerful, but it often gets blamed for problems that actually belong to prompt design, retrieval quality, or product constraints.
2026-04-17 · makeyourAI.work
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