The Ghost of PageRank: AI Spam Will Backfire

In the early days of web search, webmasters tried to cheat search algorithms. We're seeing the same thing playing out by those who are trying to game model training with slop content.

· Engineering · Artificial Intelligence

Make your documentation readable by AI agents

How to structure developer documentation so that AI agents like Claude Code, ChatGPT, Cursor, Copilot can discover, retrieve, and cite it accurately. Three layers: discovery, retrieval, and tools.

· Engineering · Artificial Intelligence

Agent Readability: A Specification for AI-Optimized Websites

Agent readability is a set of best practices that make your website parseable, navigable, and citable by AI agents like ChatGPT, Claude, Cursor, and Copilot. A site-wide spec across discovery, structure, and context.

· Engineering · Artificial Intelligence

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