Virtropy · Writing https://virtropy.com/blog Field notes from building in public. Articles, research, op-eds, and the occasional argument. en-us AI's brand broke. That is the opening. https://virtropy.com/blog/ais-brand-broke-the-opening https://virtropy.com/blog/ais-brand-broke-the-opening Fri, 26 Jun 2026 12:00:00 GMT Op-ed In eighteen months AI went from hopeful to scary, and from everyone's tool to the wealthy's portfolio. That erosion is not just a problem. It is the opening for a different kind of AI company. Seven habits that make a team genuinely AI-fluent https://virtropy.com/blog/habits-of-an-ai-fluent-team https://virtropy.com/blog/habits-of-an-ai-fluent-team Thu, 25 Jun 2026 12:00:00 GMT Article AI will not take your job. Someone who understands AI will. Here are the seven habits that separate a team that is genuinely fluent from one that just has a chatbot tab open. AI commoditizes knowledge. Judgment is the moat. https://virtropy.com/blog/ai-commoditizes-knowledge-judgment-is-the-moat https://virtropy.com/blog/ai-commoditizes-knowledge-judgment-is-the-moat Mon, 22 Jun 2026 12:00:00 GMT Op-ed When the answer to almost any question is free and instant, knowing things stops being rare. What stays rare is knowing which questions to ask, and what to do with the answers. How I shipped seven products in six months with Claude Code https://virtropy.com/blog/seven-products-six-months-claude-code https://virtropy.com/blog/seven-products-six-months-claude-code Mon, 15 Jun 2026 12:00:00 GMT Article Not by working harder, and not by cutting corners. By changing what a single builder is responsible for, and letting the tools carry the rest. What actually works in AI team training, and what does not https://virtropy.com/blog/what-works-in-ai-team-training https://virtropy.com/blog/what-works-in-ai-team-training Mon, 08 Jun 2026 12:00:00 GMT Research After running and studying a stack of AI trainings, a clear pattern shows up: tool tours fade in a week, judgment sticks. Here is what the evidence says. AI is the computer of the nineties. Most people are about to make the same mistake. https://virtropy.com/blog/ai-is-the-computer-of-the-nineties https://virtropy.com/blog/ai-is-the-computer-of-the-nineties Mon, 01 Jun 2026 12:00:00 GMT Think piece In the nineties, plenty of smart people decided the computer was a toy, or someone else's job. The ones who treated it as a new literacy ran the next twenty years. We are at that fork again.