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Notes on the machine-readable web.
How AI agents read websites, what breaks them, and the markup patterns that survive contact with automation.
DOM & renderingAccessibilityAgent commerceEngineering
FeaturedEngineering
How AI Web Browsers Actually Read the DOM
LLM-powered browsers don’t see pixels first. They read structure, labels, and affordances. Here’s the exact pipeline and what it means for your markup.
Jay Patel·2026-07-28·6 min read
Read the postAccessibility
ARIA Roles for LLM Navigation: What Agents Read and Ignore
ARIA is not decorative. Roles, states, and landmarks are the scaffolding agents use to decide where to click next.
2026-06-30·5 min read
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