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
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 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
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