2 posts tagged with "LLMS.txt"

Everyone says documentation should be "AI-ready." Few can explain what that means in practice. It is not a marketing label. It is a set of measurable structural properties that determine whether AI tools can use your content or will hallucinate around it.

AI tools are changing how people find and consume documentation. But most documentation systems weren't built for AI consumption — they were built for browsers. The result: AI models struggle to extract structured knowledge from your help output, and your users get incomplete or hallucinated answers.

The llms.txt standard changes that.