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Articles about AI agent readiness, web standards, and preparing for autonomous agents.
Content Negotiation for AI Agents: Why Sentry Serves Markdown Over HTML
Sentry co-founder David Cramer shows how content negotiation — a 25-year-old HTTP standard — saves AI agents 80% of tokens. We break down the implementation: Accept headers, markdown delivery, authenticated page redirects, and what this means for every website preparing for agent traffic.
Cloudflare /crawl Endpoint: One API Call to Crawl Any Website
Cloudflare launched a /crawl endpoint that crawls entire websites with one API call — returning HTML, Markdown, or AI-extracted JSON. We break down what this means for AI agent readiness: why your robots.txt, sitemap, semantic HTML, and server-side rendering now matter more than ever.
AI Crawlers Ignore llms.txt — But AI Agents Don't
Dries Buytaert's data shows zero AI crawlers use llms.txt. But he measured the wrong thing. Crawlers scrape for training data — agents complete tasks. We break down why the crawler vs agent distinction matters, which coding agents already use llms.txt and content negotiation, and what you should implement today.
Anthropic's AI Exposure Index: What Real-World Usage Data Means for Your Website
Anthropic's new 'observed exposure' metric reveals a 61-point gap between theoretical AI capability and actual usage. We break down the data — from 75% task coverage for programmers to 14% hiring slowdowns for young workers — and explain why this adoption gap is a countdown for website AI agent readiness.
Build for Agents: Why CLIs Are the New Distribution Channel
Andrej Karpathy argues CLIs are exciting because they're 'legacy' technology — battle-tested, standardized, and universally parseable by AI agents. We break down why CLIs, MCP servers, and machine-readable docs are becoming the primary distribution channel for software, and what product teams need to build right now.
The State of AEO: Key Insights from Vercel's 2026 Report
Vercel's State of AEO report lays out the shift from the attention economy to the answer economy. We break down the key statistics, platform landscape, content architecture recommendations, and what it all means for your website's AI visibility.
SEO vs AEO: How Traditional Search Optimization Differs from AI Optimization
SEO optimizes for rankings. AEO optimizes for citations. We break down the key differences between traditional search optimization and the new discipline of Answer Engine Optimization, covering the Princeton GEO study, zero-click statistics, and practical strategies.
What Is AI Agent Readiness and Why Your Website Needs It
AI agents are changing how the web works. Learn what AI agent readiness means, why it matters for your website, and how to prepare for a world where autonomous agents browse, parse, and interact with your content.
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