Writing

Ideas & Essays

Thinking out loud on business strategy, technology, and what it takes to build things that last.

AISystemsAgents

A Smarter Model Won't Fix a Missing Process

I published the skills I use to take an idea to shipped work with an agent. The value is not in any one skill; it is in how each hands its output to the next.

AISystemsEngineering

Keeping Work Safe on a System That Runs Itself

Post 1 of the Failures That Shaped It: the automated process that keeps two machines in step can also erase your work, and the five ways it taught durability.

AISystemsEngineering

The Failures That Shaped It

An autonomous system is mostly a set of defenses against itself. Nine classes of failure that shaped a self-governing AI system, and the safeguards that answer each.

StrategyBuildingPersonal Brand

Building the Missing Structure

The first thing I built was a student government that didn't exist yet. The pattern that came from it, and why this site is a workshop, not a showroom.

AISystemsStrategy

The Best Model Shouldn't Do the Most Work

When you get a frontier model, the instinct is to hand it everything. The economics and the architecture argue for the opposite.

AIStrategySystems

Three Days of Sun

Anthropic released Claude Fable 5 to the public, then a government directive pulled it three days later. The lesson isn't about the model. It's about what you build around it.

EntrepreneurshipBuildingPersonal Brand

Why I'm Building in Public

Shipping a portfolio is easy. Building one that actually reflects how you think is the hard part. Here's why I chose to do it in the open.