Frameworks, hard-won lessons, and candid takes on AI adoption and engineering leadership — from someone who's seen what works and what doesn't.
Using ChatGPT once isn't adoption. Real AI adoption is a habit embedded in how your team thinks, builds, and ships — and most companies are nowhere close.
Read →Buying Copilot licenses doesn't make your team AI-native any more than buying gym memberships makes people fit. The bottleneck is behavior, not access.
Read →Most teams think they're further along than they are. Here's a concrete framework for the four stages of AI adoption — and what it actually takes to move up.
Read →