Architecture

The model is not the system. The system is everything required to make model output selectable, constrainable, auditable, and stoppable. I spent a month building that system. Here’s what it actually looks like.

You built an app. It worked. Then a second team showed up and couldn’t use it without inheriting every opinion you baked in. Congratulations, there’s a platform hiding inside your application.

Code generation is a commodity. The defensible value is knowing whether the output is safe to ship, and almost nobody is building for that.