Constrained UI Components for AI Assembly and Human Review

Extracting Pith UI taught me to constrain visual decisions at the component boundary, preserve existing behavior in executable assemblies, and give AI and human reviewers the same catalog.

October 20, 2026 · 9 min · 1800 words · Jack Yu