What I'm learning while
building AI-powered ventures
Systems that work, ideas that didn't, and the real lessons from building in public. No theory — only what I've tested.
AI Business Process Automation: What Works and What Breaks
Running 80+ internet brands with a 16-agent AI workforce taught me which processes automate cleanly, which ones break, and why the verification layer matters more than the automation itself.
Building in Public: A Builder's Account
Building in public means sharing real work — wins, failures, revenue — as you go. Here is what it looks like in practice and why it works.
What Is an AI Venture Studio?
An AI venture studio builds companies using AI agents instead of human teams. Here is how the model works, why the economics change, and what it looks like from inside one.
Venture Studio Model: Economics, Equity, and How It Works
The venture studio model is more than a company structure. It is a specific economic machine. Here is how the economics, equity, and operating mechanics work from inside one.
AI for Entrepreneurs: What the Operational Evidence Shows
Running 80+ brands with an AI workforce shows what AI actually changes for entrepreneurs — and what it still cannot do. A practitioner's account.
What Is an AI Agent Framework? A Builder's Honest Comparison
I tried LangChain, CrewAI, and AutoGen building four real ventures. Here's what I learned — and why I stopped using most of them.
AI in Operations Management: What Works, What Doesn't, and How to Start
A practical breakdown of AI in operations management: the six categories AI handles well, the three it handles poorly, and the implementation framework we use across an 80-brand portfolio.
What Is a Venture Studio? How the Model Works
A venture studio builds companies from internal ideas, holding equity from day one. How the model works, the types, and who it actually makes sense for.
What Is a Venture Studio? A Builder's Explanation
A venture studio builds multiple companies with shared resources. Here is how the model works — economics, structure, and what makes it different.
The New Operating System
I asked Claude to do keyword research for webmedic.com. It called the DataForSEO API, pulled 700 keywords, scored them, validated the SERPs, and built a 6-month content plan. The whole thing took one conversation.
The 1% You Can't See Is the One That Gets You
1% doesn't sound like much. That's the problem. You never see the moment it became a problem. Because there was no moment.
Building New Things Is My Procrastination
I build things when I should be finishing things. I start new projects when the current one gets boring. I chase the spark instead of tending the fire. It looks productive. But it's avoidance.