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
Category
This archive groups articles that answer one recurring problem area instead of dumping generic news. Each post is written to be extractable by both humans and answer engines.
ai-engineering-fundamentals
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
ai-engineering-fundamentals
The first production question is not how many agents you can orchestrate. It is whether one model can solve one valuable problem reliably enough to matter.
2026-04-21 · makeyourAI.work
ai-engineering-fundamentals
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
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
ai-engineering-fundamentals
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
ai-engineering-fundamentals
The fastest way to waste months learning AI is to study abstractions without having to ship anything that can break.
2026-04-11 · makeyourAI.work