ai-engineering-fundamentals
AI Roadmaps Need Kill Criteria, Not Just Launch Dates
A roadmap without kill criteria assumes every AI feature deserves to survive. That is how weak ideas consume months of engineering time.
2026-04-25 · makeyourAI.work
Tag
Ai Product Design
This tag page stays indexable only because it carries a real descriptive frame and points to substantive posts, not thin archive noise.
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
ai-engineering-fundamentals
Human Review Loops Are a Scaling Mechanism, Not a Temporary Crutch
Human review does not mean the AI system failed. It often means the team understands where automation should stop.
2026-04-20 · makeyourAI.work
ai-engineering-fundamentals
AI Product Specs Need Failure Modes, Not Just User Stories
A user story tells you what the person wants. An AI product spec must also describe how the system behaves when probability does not cooperate.
2026-04-16 · 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