Writing
Notes accumulated while building services
Concrete notes on shaping product scope, building experiences and systems, and what changed after launch.
What I Gain by Building Clad in Public
Sharing Clad is not about performing progress. It exposes product decisions and analysis limits, turning specific reactions into better changes.
Why I Built Clad—and Where the Product Stops
Clad does not replace an expert or claim certainty from one photo. It gives curious users an understandable first analysis and a practical palette.
Designing the Experience Around Clad's Analysis Model
A model can predict a color season, but photo quality, result explanation, and recommendation logic determine whether someone can trust and use the result.
AI Transformation Starts with Operating Design
Putting AI into production takes more than automating work. Teams must redesign decision rights, quality controls, exception handling, and improvement loops.
Using Cloud Engineering Judgment in a Small Product
Production experience helps a builder anticipate failure, cost, and recovery—and defer complexity until controls are justified by current risk.