If you've ever tried feeding raw web pages into an LLM (like GPT-4 or Claude) to build a chatbot,...
If you've ever tried feeding raw web pages into an LLM (like GPT-4 or Claude) to build a chatbot, search assistant, or RAG (Retrieval-Augmented Generation) pipeline, you quickly run into a major problem: HTML is incredibly noisy.
A typical web page is packed with layout clutter:
Navigation bars and footers
Advertisement containers
Tracking scripts and stylesheets
TL;DR Feeding raw HTML to Large Language Models wastes tokens on markup, scripts, and...
If you've been using ChatGPT, Claude, or Gemini to generate HTML pages, you probably know this...
Stop Fighting Prompts: How I Reduced Formatting Errors to 0.1% LLMs are great at...
If you've been building LLM-powered applications, you've likely run into the same problem: your data...
TL;DR Over 844,000 sites had implemented llms.txt by late 2025 — still under 1% of active...
How I made my website fully agent-readable: an MCP server + NLWeb /ask in Next.js Most...
