AI-Powered Accessibility Research
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Fifteen years of the same failures points to something workflow fixes miss: disabled users have been reporting these exact breakdowns all along, through channels nobody monitors.
Automated audits catch landmark violations and missing ARIA states. The deeper problem with icon button menus isn't what scanners miss — it's what happens after.
The ARIA fix for split button menus is well-documented. So why do the same failures appear across enterprise dashboards year after year? The answer isn't developer ignorance.
An automated audit reveals how icon button menus fail WCAG 2.1 — missing landmarks, absent ARIA states, and the gap between what automated tools catch and what they miss.
Automated tools passed six checks on this split button page — and missed every bug that makes it unusable. Here's what the scanner skipped and how to fix it.
Adrian Roselli's updated navigation pattern drops ARIA workarounds for native HTML popovers — and the shift reveals something important about how we build for real people.
Automated analysis of Acme Learning Hub found three landmark violations that strand screen reader users at the door. Here's what's broken, why it matters, and how to fix it.
Screen reader users navigating by links list encounter "click here," "here," "read more" — destinations stripped of context. Here's what the failures look like and how to fix them.
A mobile navigation menu that only a mouse can open isn't a minor oversight. It's a locked door — and automated analysis of this test page shows exactly how it gets built.
Automated audits catch fewer than 40% of real barriers. A single test page surfaced six violations — here's what the patterns reveal about production sites.
Automated testing passes the triangle. Screen reader users hit a nameless button in a void. Here's the ARIA pattern that fixes split button menus for good.