What a one-hour prototype is for
A single HTML file that fakes volumetric fog on a storefront, built in an hour with an AI assistant, to answer one question before committing any real time.
Notes
Things worth writing down after a project ends. Mostly techniques I'd want a client to know I use before they hire me.
A vision model as a catalogue QA pass
A small script that checks the product images on your best sellers for blur, low resolution and wrong-language overlay text, and hands you a report instead of a fix.
A storefront assistant should read, not remember
The rule that kept the Informatica chat agent honest — anything a shopper acts on is fetched live through a tool, never produced by the model.
Measure the change, then keep it or revert it
A theme performance log is only useful if it has as many reverts in it as wins. Half the value is writing down what didn't work and why.