
Notes on AI, digital culture, product development, research, and the work shaping what comes next.
An AI-native company is built with the expectation that much of the technology surrounding it will change—and fast.

AI can do more than accelerate output; it can expand the creative field we design in.
A tiny website bug revealed a bigger question about control, inspection, and AI-assisted systems.
What an early lesson in digital weight taught us about building light.
AI is very good at finding shortcuts. But sometimes the rule is part of the answer.