Thinking out loud
On AI skills, the creator economy, and what happens when expert judgment becomes portable.
Download Expertise, Not Just Information
Not a chatbot, not a course, not a consultant — downloadable expertise. What happens when proven methodology applies itself to your actual work, adapts to your context, and produces artifacts you can use immediately.
How Enterprise Teams Are Deploying Expert Methodology at Scale
Your team of 50 PMs can't each have a personal coaching relationship with a methodology expert. But they can each have access to tested methodology, delivered through any AI interface, with usage analytics and budget controls.
The Agent Skills Your AI Assistant Is Missing
Your coding agent has GitHub, Jira, and Figma tools. But when you ask "should I build this?" your agent has no product strategy skill. The next competitive advantage is the quality of methodology, not the model.
What "AI-First" Actually Means (It's Not a Chatbot)
The distinction between "AI-added" products and "AI-first" products. An AI-first expertise experience is something different: the methodology applies itself to your work, adapts to your context, and produces artifacts immediately.
Designing for Resistance — What Coaching Psychology Teaches AI Product Teams
Most AI products assume users want to be helped. In practice, people resist good advice — especially when it challenges their assumptions. Three types of resistance and how skills are designed to navigate each.
The Six Things an Expert Does That AI Doesn't (Yet)
Calibrated judgment. Sequenced diagnosis. Prescribed formats. Pattern recognition. Contextual memory. Tool orchestration. Each can be extracted from experts and delivered through AI — but only with the right infrastructure.
Turn your expertise into an AI skill
Your methodology. Your judgment. Available to anyone, on demand.
Start with one skill →