Insights
Ideas I am currently exploring.
Working notes on how AI is changing product development practice.
Topics
What I keep thinking about.
- AI-Native Product Development
- AI Experience & Agents
- Product & Design Leadership
Working notes and positions I return to — not a publishing schedule.

AI-Native Product Development
The new unit of product development is intent
Artifacts were a way to transfer understanding between people. Intent transfers understanding between people and systems.
6 min read

AI Experience & Agents
Stop shipping AI features. Design the interaction model.
Confidence, evidence and reversibility matter more than the model behind the button.
5 min read

Product & Design Leadership
Tool adoption is not transformation
If the workflow still assumes handoffs, AI will only make the handoffs faster.
7 min read