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
Evaluation
This tag page stays indexable only because it carries a real descriptive frame and points to substantive posts, not thin archive noise.
retrieval-and-rag
Retrieval Trust Boundaries Matter More Than Vector Search Hype
The hard part of retrieval is not only finding text. It is deciding which text deserves to influence the answer and under what conditions.
2026-04-24 · makeyourAI.work
mcp-and-agent-systems
If You Cannot Trace an LLM Failure, You Do Not Really Have a Product
When an LLM feature fails and no one can reconstruct what happened, the product is operating on vibes instead of evidence.
2026-04-18 · makeyourAI.work
mcp-and-agent-systems
Build Evals Before You Build Agents
An agent without evals is not a system with autonomy. It is a system with excuses.
2026-04-13 · makeyourAI.work