February 24, 2026
The problem with AI isn't intelligence. It's orientation.
Every team I talk to has the same complaint: the outputs are generic. The AI sounds confident but misses what matters. Heavy editing required. Back to square one.
Information-architecture
February 27, 2026
Documentation tells you what happened. An index tells AI where to look.
These are not the same artifact and treating them as equivalent is one of the most expensive mistakes in AI-augmented work.
February 27, 2026
I don't run AI training courses. I run AI orientation engagements.
The distinction matters more than it sounds.
March 9, 2026
Encyclopedia vs index: why longer prompts don't fix AI
The problem isn’t how much context you give AI — it’s how findable that context is. Better outputs come from better information architecture, not longer prompts.
March 13, 2026
From design intent to working components
A codebase-first pipeline that turns visual intent into deterministic build rules using two shallow indexes: a design JSON for intent and a component index for composition.