AI-First Documentation Design

AI agents consume documentation differently than humans. If developer docs aren’t available as markdown endpoints, explicit about required context, and supplemented with task-oriented guidance, MCP servers inherit documentation debt and AI integrations produce unreliable results.

• Developer documentation must be consumable by AI agents, not just humans
• Sites should provide markdown endpoints for full content access
• Documentation should be explicit about context AI agents need
• Task-oriented documentation supplements reference documentation