Library: AI & agents
Context rot: what it is and how to reduce it with your docs
Learn what context rot is, why coding agents lose track of instructions, and how better docs help reduce errors for developers using your product.
AGENTS.md vs CLAUDE.md: how coding agents find docs
Learn how AGENTS.md, CLAUDE.md, skill.md, llms.txt, and MCP work together to help coding agents follow project instructions and access documentation.
How to create Markdown versions of your docs
Generate Markdown versions of your docs, serve them through .md URLs and content negotiation, and test caching, auth, and parity before each release.
How to help AI agents find the right page after a 404
Help AI agents recover from 404s with real status codes, Markdown error bodies, index links, related-page suggestions, and redirects for .md URLs.
How to help AI coding agents find your docs
Help AI coding agents find the right docs page with llms.txt indexes, page links, stable URLs, crawler access, Markdown routes, and retrieval checks.
MCP vs API: what an MCP server adds to your API
Learn what an MCP server adds to an existing API, from tool discovery and filtered responses to docs search, with practical examples of how developers use each.
The Mintlify skill for Claude Code, Cursor, and Codex
Install the Mintlify agent skill so Claude Code, Cursor, or Codex can set up, write, and customize your Mintlify docs with the right config and components.
Best Documentation Platforms for AI Agents in 2026
Compare Mintlify, Fern, ReadMe, and Docusaurus for AI agent discovery, Markdown delivery, MCP retrieval, protected documentation, and ongoing maintenance.
How to Make Your Documentation Agent-Friendly
Learn how to make documentation agent-friendly with reliable discovery, runnable instructions, protected access, and repeatable integration tests.
7 best context engineering tools for coding agents in 2026
Compare seven context engineering tools for coding agents across documentation, code search, project knowledge, web research, and evaluation.
10 best AI observability tools for monitoring and evaluating agents in 2026
Ten AI observability tools compared on production tracing, evaluation, human review, deployment, OpenTelemetry support, and pricing for agent monitoring.
6 best MCP servers for Codex in 2026
Six MCP servers for Codex compared across repository activity, browser automation, debugging, database inspection, project context, and web research.
6 best MCP servers for Claude Code in 2026
Six MCP servers for Claude Code compared across repository operations, browser testing, production debugging, databases, project context, and research.
6 best MCP servers for coding agents in 2026
A comparison of six MCP servers for coding agents across source quality, tool scope, output format, permission model, context overhead, and setup.
6 best technical search APIs for AI agents in 2026
Six technical search APIs compared on documentation coverage, freshness, citations, and retrieval controls, with guidance on which fits a coding agent.
How to track AI traffic to your documentation
AI agents read docs without running browser tracking. Learn why analytics miss agent traffic, how to measure it from request logs, and what to do with it.
Best llms.txt implementation platforms and tools in 2026
Every platform, plugin, and tool that generates llms.txt, from documentation platforms with auto-generation to static site generator plugins.
AI hallucinations: what they are, why they happen, and how accurate documentation prevents them
AI hallucinations are confident, wrong answers. Learn what causes them, why docs are an overlooked fix, and how accurate docs help AI agents get it right
Free llms.txt generator: create AI-optimized documentation files
Learn why llms.txt has become a key part of AI-driven product discovery.
How to structure documentation for both AI and human readers
Learn how to structure documentation for both AI and human readers using Markdown, semantic formatting, and llms.txt best practices.
6 tips every developer should know when using Cursor and Windsurf AI
We recently stumbled on a thread from Windsurf asking the community: