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An agent booking a gym class found a GraphQL API that let it cancel other members' reservations. The flaw was old. What was new is that something finally tried.

Ahrefs measured 2.38% of the URLs ChatGPT cites returning a 404, against 0.84% for Google. A redesign that changes URLs now costs citations, not just rankings.

Figma ran the same 27 design-to-code tasks with and without its components mapped to real code. The gap says more about design systems than about AI.

AI-written pull requests merge at 32.7% against 84.5% for human ones. The gap is not where the productivity debate says it is.

How AI is finally closing the loop between code and design

From Siri to the Apple Intelligence costume: the future that never showed up.

Three questions decide it: how interactive the page is, what your LCP target is, and who maintains it. Everything else is preference.

Google says no special markup is needed. A May 2026 audit found 16% of cited sources are themselves AI-written. What follows from both.

We all know the loop: try, uninstall, back to Chrome. Atlas might break it. If chat-first browsing actually fits your workflow.

You didn't design an experience. You designed a screen.

In a world where a new framework drops every week, the real skill isn’t learning them all. It’s knowing which ones to ignore.