Silas Bardem

Five documentation platforms now offer hosted MCP servers ready to connect immediately.

Documentation platforms must serve both human readers and AI agents to prevent integration failures.

Documentation now serves AI agents as first-class readers, reshaping what platforms must build.

Embedding similarity cannot detect when documentation becomes outdated.

Proper frontmatter fields help AI systems retrieve the right document version every time.

Platforms now serve both human readers and AI agents pulling content programmatically.

Measure documentation quality through developer behavior, not guesswork.

Three tiers of API renderers solve different problems—choose based on what your team actually needs.

Auto-generation from specs keeps API docs in sync with reality.

Playgrounds embedded in docs cut the time developers spend guessing at API calls.

Choosing between annotation-driven and spec-driven docs shapes your entire pipeline.