Blog
Articles about AI agent readiness, web standards, and preparing for autonomous agents.
WebMCP in ChatGPT and Codex: what changed in August 2026
WebMCP site tools run in compatible desktop browser sessions. Learn what changed in August 2026, how access is limited, and what a static scan can check.
Build for Agents: Why CLIs Are the New Distribution Channel
Andrej Karpathy calls CLIs exciting because they are legacy technology that agents parse well. We cover CLIs, MCP servers and machine-readable docs.
What Is agents.json? Advertising AI Agent Capabilities on Your Website
agents.json is a machine-readable file that tells AI agents what your website can do, like robots.txt for actions. We cover the Wildcard spec and setup.
What is MCP? How AI assistants connect to tools and data
Model Context Protocol (MCP) connects AI applications to tools and data through compatible servers. Learn how clients, server discovery and website integration work.
What Is Google's A2A Protocol? Agent-to-Agent Communication Explained
Google's Agent-to-Agent (A2A) protocol lets AI agents find and work with each other. We cover the Agent Card, task lifecycle, A2A vs MCP and setup.
What Is WebMCP and Why Your Website Needs It
WebMCP is the W3C proposal that exposes website functions to AI agents. It runs in ChatGPT's desktop browser and on Shopify. We cover the APIs and setup.
Explore more
Explore the checks behind measured stable-core coverage.