Essays, playbooks, and insights on AI systems, internet brands, and building with leverage.
Acquisition gets the budget and kills most brands. The AI retention engine — four layers that compound LTV — is where the real money hides. Here's how to build it.
Everyone runs the same models. The AI context layer — your proprietary evidence, judgment, and retrieval — is the only moat left. Here's how to build yours.
AI ad creative made production free and performance harder. Here's the Angle Ladder — the four rungs that decide whether your ads print or bleed.
The solo founder backend stack isn't exotic infra — it's five boring layers that never page you at 3am. Here's the exact stack I ship every product on.
A one-person million dollar business isn't a hustle story. It's an org chart made of agents. Here's the math, the stack, and the four gears that print.
Vibe coding a SaaS takes a weekend. Keeping it alive takes a stack. Here's the Weekend-to-Revenue system that turns a demo into a business.
An AI content engine publishes for you while you build. Here's the four-layer system I use to ship content daily without writing a word most days.
Your SOPs are dead documents. AI SOPs — prompts that execute — are how one-person companies scale. Here's the Living SOP system I use.
Distribution over product: in the AI era anyone can ship the app. The only moat left is reaching the customer first. Here's the system to win.
Most founders build first and validate never. Here's how to validate before you build with AI — the Signal Before Spend framework that kills bad ideas cheap.
Scaling an ecommerce brand to 8 figures isn't about hustle. It's about surviving three walls that kill most founders. Here's the playbook I wish I had.
Your first AI workforce isn't a tool subscription. Here's how to hire AI by function — and stop being the bottleneck in your own company.
AI agents vs automations: most founders confuse the two and burn months. Here's the framework for knowing which to build — and when each one prints.
Autonomous agents are reshaping how businesses operate. Here's what's real, what's hype, and how to position yourself for the shift.
The market is flooded with AI wrappers. Here's how to build AI systems that actually generate revenue and solve real problems.
Stop grinding. Start building repeatable systems that scale without you. A framework for founders who want leverage.
Lessons from building at volume — what works, what breaks, and why speed compounds faster than perfection.
Breaking down the exact AI systems I use to run ecommerce brands — from product research to automated fulfillment.
Why sharing your process attracts better opportunities than any marketing funnel. A case for radical transparency.
More essays coming soon. Stay tuned.