#documentation

Building an AI agent to test documentation information architecture by simulating how users navigate docs to find answers.

Why documentation metrics are harder to interpret than SRE dashboards, and how to think about measuring docs impact without fooling yourself.

How creating onboarding documentation for a new teammate also improved my AI tools by providing the same context engineering both need to succeed.

A hands-on guide to connecting MCP servers to AI clients, debugging with curl, and building a multi-source documentation research agent.