Methods, limits, and observations from development, AI-assisted building, and creative work.
FEATURED
Featured notes
Using this website rebuild as an example, I explain which implementation and checking tasks AI can handle, and which requirements, visual decisions, and publication boundaries remain with people.
NOTES
Using service cards, note lists, and product descriptions to examine single-column reading order, DOM and visual order, and the role of interface mockups on narrow screens.
Read the noteHow this site assigns color roles to backgrounds, cards, text, and actions, maps component-library tokens, and handles states without blindly replacing color codes.
Read the noteHow this site uses a shared component layer, Button, and Drawer event adapters to separate page dependencies, compatibility responsibilities, and behavior that still needs hands-on verification when replacing underlying components.
Read the noteA false report of a missing article title shows how to preserve valid content, find a faulty comparison rule, and test that a fix still rejects incorrect output.
Read the noteHow this site's article layout handles text wrapping, code and table scrolling, and image captions, and why fitting the screen does not prove readability.
Read the noteFollowing the project inquiry form on this site through problem definition, required and optional fields, submission messages and follow-up, including the decisions and checks beyond the interface.
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