Not a product. A direction.

The problem

AI assistants are confident. They are often wrong. When they are wrong and the code ships, someone downstream pays — a user, a teammate, the maintainer who inherits the file next year. Nobody builds for that person. That is the gap.

The belief

Architecture is earned. It is the work of noticing what holds weight. A code generator cannot do this. A watcher — one that reads how you already work and reflects back the one thing per week worth noticing — might.

Where it stands

A prototype Python package with the name exists. It has no production users. Its claims have not been measured. Read the code if you want direction; do not build on it.

A new codebase was started this week. It holds a contract — a test file that names the finished behaviour — and a pre-commit gate that rejects prose and code that lie. Working code is zero. Three layers, observer / judge / delivery, are open assertions.

No service runs. No subscription. Revenue and customers are both zero.

How the work goes

Published features ship. Unpublished ideas do not exist. Every number cites the command that reproduces it, or the number does not appear. Every decision is reversible. Every layer is tested before the next is written.

When any of this changes, the page will say so.