●builderAudit scripts that flag hard-coded values and spec drift are directly adoptable to reduce friction when feeding design systems into AI code generation pipelines.
●designerYou can apply this three-layer structure now to make your design system legible to AI prototyping tools and reduce undocumented decision debt.