Behind the Docs
Avsnitt

Taxonomy, AI Agents, and the New Gutenberg Moment with Mark Pepper

Dela

Ren sits down with Mark Pepper — information architect, knowledge engineer, and founder of Crimson Sage Softworks — to talk about a career that started in journalism and music before landing in structured authoring and taxonomy work. Mark shares how he built a full content operations framework (audits, channel modeling, taxonomy, metadata, reuse, governance) from 25+ years of consulting, and how he's now turning that framework into AI agents — starting with a content audit agent built as a Claude skill. The conversation moves from practical pitfalls in content management to a bigger idea: that content practices haven't changed much since 19th-century newspapers, they've just gotten new tools.

In this episode:

  • Mark's winding path from musician to soldier to journalist to tech writer to independent information architect
  • Why journalism skills — research and interviewing — transfer directly into tech writing and SME interviews
  • The content ecosystem framework Mark built: content audits, channel modeling, taxonomy design, metadata, reuse models, workflows, and content standards, all under a governance umbrella
  • The two most common pitfalls companies hit: "buy a tool and it solves everything," and cherry-picking which parts of the framework to implement
  • How Mark is building AI agents for tedious framework steps, starting with a content audit agent (built by feeding his own process documentation into Claude and asking it to generate a skill)
  • The "new Gutenberg" analogy: how the writer → editor → layout → publisher workflow of old-school publishing maps onto structured content today, with a detour through the messy desktop-publishing era in between
  • Why standardization (DITA, DocBook, S1000D, and now AI tools like Claude, OpenAI, Gemini) tends to emerge in any maturing field
  • Designing content around user relevance, not just reuse — including an early example of device-aware, dynamically assembled help content
  • Rapid-fire: what makes documentation great, what good docs look like in practice, best career advice, and the hill Mark will die on (write for the user, not the writer)


Resources & links:


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