About Docs for Agents
Docs for Agents is a research series from SaturnDocs. It publishes the AI Agent Readiness Test: an audit of what an AI agent receives when it fetches a product’s public documentation. Each audit produces a scorecard, a published report, and the evidence for every check.
The premise is that documentation now has two audiences. Developers still read the docs, and increasingly their AI agents read the docs first: fetching quickstarts, reconciling rate-limit pages, and writing integration code from whatever the pages actually say. The test measures how well that second audience is served.
Reports live on this site and the series runs on LinkedIn. Every audit follows the same published rules, documented on the methodology page. Reading test reports from August to October 2026 are in the reading test archive.
Who runs it
Sean Knight is a co-founder of SaturnDocs, the AI agent-first docs product.
He runs Docs for Agents to study where public documentation gives agents clear answers, presents contradictions, or leaves them guessing.
Sean Knight on LinkedIn (opens in a new tab)
The SaturnDocs connection
SaturnDocs is the AI agent-first docs product. Customers provide product context, direction, and approval. The agents inside SaturnDocs write, publish, and maintain documentation that helps AI agents find, trust, recommend, and successfully use the customer’s product.
The series is run by a SaturnDocs co-founder. Every product is assessed under the same published methodology, and findings include evidence readers can inspect. This is an audit of how public documentation reaches agents; it does not measure live integration success.