Web developers, do you know how limited your automated color contrast tests really are?
2025-11-15 · colour contrast · WCAG · automated testing · auditing · CSS
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.
Search results
Web accessibility testing using local AI models to evaluate entire web pages
2025-06-03 · AI · local LLM · Ollama · WCAG · lang attribute
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
4 results.