Documentation Evolution: From Overload to AI-Ready
Event Context
Session: Craft Across: Documentation in Design Systems
Date: August 7, 2025
Key Contributors: Dustin Younse (Indeed), Misty Reed (Robert Half)
This highlight emerged from a discussion about how design system documentation matures over time and why many organizations struggle with documentation strategy.
Core Insight
"The heart of a design system is the documentation, because the documentation is the agreement about how you do a thing" - Dustin Younse
Design system documentation evolves through three distinct stages of maturity, each requiring different approaches and success metrics.
The Three Stages of Documentation Evolution
Stage 1: Documentation Overload
The "More is Better" Trap
Teams create comprehensive documentation thinking volume equals value. Every component gets extensive write-ups, multiple examples, and detailed specifications. The result? Information overload where critical details get buried in noise.
Key Indicators:
- Documentation takes longer to search than to implement
- Teams create their own "cheat sheets" to bypass official docs
- New team members feel overwhelmed rather than empowered
Stage 2: Concise "Cheat Code" Approach
Prioritized, Essential Information
Teams realize less can be more effective. Documentation becomes focused on essential information and quick reference. The shift moves from comprehensive coverage to prioritized, actionable content.
Key Indicators:
- Documentation answers "how" quickly, not just "what"
- Teams actually use the official docs instead of creating workarounds
- New features get documented with clear, focused guidance
Stage 3: AI-Enabled Conversational Documentation
"Talk to Your Design System"
The future stage where documentation becomes conversational. Instead of searching through pages, teams ask questions and get contextual answers using MCPs (Model Context Protocols).
Key Indicators:
- Teams ask questions instead of browsing documentation
- Answers include citations to official guidelines
- Documentation stays current through automated updates
Why This Framework Matters
- ✓ Clear progression path - Know where you are and where you're going
- ✓ Expectation management - Leadership understands documentation as ongoing infrastructure
- ✓ Strategic planning - Each stage requires different approaches and investments
- ✓ Success measurement - Different metrics matter at different stages
Key Speaker Insights
Dustin Younse (Indeed): "The heart of a design system is the documentation, because the documentation is the agreement about how you do a thing. Everything else is just kind of a secondary artifact."
Misty Reed (Robert Half): "I don't think everyone really thinks about that. The progression of growth. They're like, oh, we're going to build it. And we're done. And it's like, no, that's not how it is."
When to Apply This Framework
- Teams wondering why documentation isn't being used
- Leadership expecting documentation to be a one-time deliverable
- Organizations struggling to measure documentation success
- Teams building AI integration into their workflows
Quick Stage Assessment
Stage 1 Team: Creates 50-page component documentation → Team creates 2-page cheat sheet
Stage 2 Team: Creates 5-page focused guide → Team uses official docs daily
Stage 3 Team: Creates structured knowledge base → Team asks "How should I implement this?" and gets instant, contextual answers
Related Insights
- Interactive Documentation Strategies - Creating engaging documentation that improves knowledge consumption
- AI-Ready Documentation - Optimizing documentation for AI consumption and MCP integration
- Markdown Documentation Strategy - Using markdown as the foundation for scalable documentation
Takeaway: Documentation isn't a checkbox to complete—it's infrastructure that evolves with your design system. Understanding which stage you're in determines your strategy, timeline, and success metrics.
Source: Craft Across: Documentation in Design Systems • August 7, 2025