The Evolution of Accessibility Testing: From Static Rules to Intelligent Automation
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Static rules are fast, but they lack context. Explore how AI can enhance the full a11y testing workflow—from smarter scanning to intelligent triage and fixes.


Static rules are fast, but they lack context. Explore how AI can enhance the full a11y testing workflow—from smarter scanning to intelligent triage and fixes.

Learn how to move accessibility beyond compliance by embedding automated checks into CI pipelines, reducing regressions, and scaling inclusive quality with existing test automation workflows.

Learn to validate accessible labels using browser DevTools accessibility trees and voice navigation — practical alternatives to screen reader testing.

Accessibility Cloud's ACAI adds AI to the detection phase of accessibility testing, helping teams identify issues that traditional rule-based scanners cannot.

Scroll-driven animations break test automation. Learn why SDAs cause false positives in accessibility testing and discover practical solutions.

Fix keyboard accessibility gaps in Safari: learn why scrollable code blocks need focus and how a small polyfill makes them accessible for keyboard users.

Discover why APCA offers more perceptually accurate approach to color contrast than traditional WCAG standards for better readability.

Co-presented with James Thurston at Texas DIR World Usability Day 2025 on accessibility basics, shared ownership, and a practical 10-step checklist for GenAI.

Accessibility is not just for users with permanent disabilities. It’s about making every interaction smoother for everyone, in every situation

Framework hiring is broken. Stop filtering great web developers by framework checklists—hire for HTML, accessibility, progressive enhancement, performance.

"If you ask customers or product owners to choose between feature and accessibility, they will choose feature almost every time."