Articles
AI
Research
What synthetic users can and can't tell you
AI-generated research participants are fast and cheap. What they can't do is tell you how real people actually behave, and that gap is exactly where the risk lives.
AI
The AI-native software program I'd build if I started over
If you took away the incumbent team, the half-built tooling, and the political memory of an earlier attempt, what shape would the program actually want to be?
AI
What 'AI-native' actually means, and what most people get wrong about it
Every product claims to be AI-native now. Most of them aren't. The distinction matters because it changes how you build, what you measure, and what you're actually competing on.
AI
Building with Claude: Lessons from the Field
What I've learned shipping AI-native tools over the past year. What works, what doesn't, and where the real leverage is.