Turn AI ideas into business results.
Practical essays, case studies, and build notes for operators who want to use AI, automation, software, and marketing systems to save time, grow revenue, and ship work that matters.
Latest essays
THINGS ARE MOVING FAST
Fresh writing on AI, automation, software, marketing, entrepreneurship, and the systems that turn good ideas into useful work.
-
Reusable Local Evaluators for Selective Recurrent Computation
An architecture hypothesis and exploratory synthetic experiments on reusable local evaluators, selective computation, and causal buffering. Research white paper, version…
-

Good programmers should be getting lazier
Programmers have always automated work they would rather not do. In 2026, AI lets us delegate more of the implementation…
-

Claude Fishing: When Building Becomes the Cheap Part
This is going to make a new kind of entrepreneur much more common. They will not begin with a twenty-page…
-

The Feature Became an Afterthought
For the WPBL season, we built a live baseball stats system that updates the website while the game is happening.…
-

Loop Engineering: Managing the Agents That Manage the Work
Most people are still treating AI agents like better chat windows. Ask a question. Get an answer. Fix the answer.…
-

Can AI Build a Production SaaS? The Save.Cooking Experiment
At the beginning of 2026, AI coding tools had crossed an important line. They were no longer just autocomplete. They…
-

Agentic-First Development: Build Software Agents Can Actually Use
Most software teams are about to run into a weird problem: they are going to ask for “agent support” and…
-

How to Make AI Watch Your Most Important Business Numbers
Most businesses don’t have a data problem. They have an attention problem. The numbers are already somewhere — Shopify, Triple…







