Pillar
Building with AI
Notes from the build, written down as they happened. What AI actually does for a small company, what it costs, and where it quietly fails. If you are about to try the same thing, the numbers are all in here.
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Featured essays
July 13, 2026
Validate the product, not yourself
Testing demand before you build is good discipline. Needing the yes is something else. A field note on how to gather the data without letting it decide what you are worth.
July 6, 2026
Alignment is the meta-skill of infinite intelligence
AI is getting close to free. Most people say the next slow part is the real world: building and testing things. But there is a bigger one underneath. AI makes whoever you already are bigger. Here is the bet I am making about what actually scales the work.
June 22, 2026
The work is shifting from content to presence
AI made content close to free, and most of it reads as slop. The job is shifting from making more content to keeping a business recognizably itself wherever people and AI agents look. Here is the bet, and why I am building on it.
June 19, 2026
The acceleration script
Many people running a business are running a script that says faster is safer. It was installed by conditions that no longer exist. What it costs, where it came from, and what to build from instead.
All essays in this pillar
July 13, 2026
Validate the product, not yourself
Testing demand before you build is good discipline. Needing the yes is something else. A field note on how to gather the data without letting it decide what you are worth.
July 6, 2026
Alignment is the meta-skill of infinite intelligence
AI is getting close to free. Most people say the next slow part is the real world: building and testing things. But there is a bigger one underneath. AI makes whoever you already are bigger. Here is the bet I am making about what actually scales the work.
June 22, 2026
The work is shifting from content to presence
AI made content close to free, and most of it reads as slop. The job is shifting from making more content to keeping a business recognizably itself wherever people and AI agents look. Here is the bet, and why I am building on it.
June 19, 2026
The acceleration script
Many people running a business are running a script that says faster is safer. It was installed by conditions that no longer exist. What it costs, where it came from, and what to build from instead.
June 15, 2026
Why I deploy AI like an octopus, not a machine
Most operators deploy AI like a machine: one big workflow, one central agent, one rigid prompt. The octopus model works better. Here's why.
June 10, 2026
How to become a better AI collaborator
Most operators use AI as a faster assistant and hit a low ceiling fast. The operators getting compounding returns are not writing better prompts. They are building the conditions for AI to work alongside them: memory, roles, shared thinking, and a loop that scores the work.
June 5, 2026
What an operator's hour actually costs
An hour spent on the wrong work isn't billed at the wrong rate. It's billed at the cost of the decision that didn't get made instead.
June 1, 2026
The strategy is the output
Most of what operators call strategy is planning theater. Real strategy in Richard Rumelt's sense is the output of engaging the actual obstacle: diagnosis, guiding policy, coherent action.
May 11, 2026
Marketing as infrastructure, not headcount
The marketing department is being unbundled. Per-seat SaaS, full-stack in-house teams, and the permanent CMO seat were all built on a headcount assumption that no longer holds. The next decade is measured in infrastructure built, not headcount hired.
May 8, 2026
Your revenue has a ceiling. It's not strategy.
The nervous system has a capacity ceiling. Self-sabotage at the ceiling isn't failure. It's biology. The operator is part of the infrastructure.
May 4, 2026
AI does not need a better prompt. It needs a job description.
Most operators use AI like autocomplete with better grammar. The ones getting compounding value stopped writing prompts and started designing roles, with scope, memory, and review cadence built in.
April 27, 2026
Your next reader isn't human
AI agents now sit between most readers and most content. Answer engine optimization is the practice of writing for that retrieval layer so your business gets cited, not just crawled.
March 24, 2026
AI without memory is just a faster search engine
Every AI session starts at zero. Same context, same setup, every time. Real AI value comes from memory you own, not from better prompts.
February 25, 2026
Build an accountant, not accounting software
The real AI opportunity isn't building better tools — it's building roles. Here's how shifting to outcome-oriented AI agents creates structural leverage that scales beyond task completion.
February 18, 2026
Data is the most valuable asset you own. You just don't treat it that way.
Every time you use AI, you're generating structured context that compounds over time. Most businesses are building value but not capturing it. Here's why treating data as capital changes everything.
February 11, 2026
Why data sovereignty is the foundation of the AI era
Most businesses are building their AI future on rented land. Data sovereignty isn't a feature — it's an architectural decision that determines whether your AI compounds for you or for someone else.
Alignment is the meta-skill of infinite intelligence.
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