Accessibility tools and AI code repair make the same mistake — and share a common fix
2026-06-11 · AI · automated testing · AI coding · model-driven · remediation
Experience
First-person writing — field notes, experience reports, and longer LinkedIn-style posts, including pieces first shared elsewhere and brought home here. The cited, research-grounded essays live under Research essays.
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Web developers, do you know how limited your automated color contrast tests really are?
2025-11-15 · colour contrast · WCAG · automated testing · auditing · CSS
Using local vision AI models to find all the headings on a web page
2025-06-16 · AI · vision models · local LLM · headings · automated testing
Web accessibility testing using local AI models to evaluate entire web pages
2025-06-03 · AI · local LLM · Ollama · WCAG · lang attribute
Building automated accessibility test tools using Anthropic's Claude 4 AI (live demo)
2025-06-01 · AI · Claude · AI coding · automated testing · Chrome extension
Build your own automated accessibility tool?
2025-05-15 · AI · Claude Code · AI coding · automated testing · accessible name
Automated accessibility test tools find even less than expected
2025-04-29 · accessible name · automated testing · WCAG · ARIA roles · commercial tools
Automating lived experience accessibility testing using AI
2024-05-31 · lived experience testing · AI · Claude · automated testing · WCAG
8 results.