Why AI products need owned document models
Generated code can be useful output. It is usually weak canonical state.
Notes from building and maintaining software.
Short writing about product decisions, debugging, and software systems.
Visual quality is a testable system property
Schema checks are necessary, but screenshots and interaction tests catch a different class of failure.
Maintenance is part of the interface
A useful product makes future change cheaper, not only first creation faster.