Artwork for podcast Behind the Docs
Taxonomy, AI Agents, and the New Gutenberg Moment with Mark Pepper
Episode 26 • 15th September 2026 • Behind the Docs • Heretto
00:00:00 00:37:07

Share Episode

Shownotes

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:

Links

Chapters

Video

More from YouTube

More Episodes
26. Taxonomy, AI Agents, and the New Gutenberg Moment with Mark Pepper
00:37:07
25. Write the F****** Manual with CT Smith
00:37:55
24. Building Bridges Between Teams with Rahul Garg
00:33:04
23. A Tech Comm Career Old Enough to Drink with Archer Berryman
00:36:31
22. Docs as a Decision System with Danielle Washington
00:38:12
21. The Future of Docs Is More Human Than You Think with Fabrizio Ferri-Benedetti
00:35:17
20. BtD at ConVEx'26!
00:31:37
19. Special Episode! Who controls your content? AI and content governance - Sarah O'Keefe of Scriptorium
00:41:24
18. What Great Documentation Actually Means in Cybersecurity - Jeff Cross at Arctic Wolf
00:41:17
17. Designing Documentation for Agents, Not Just Users - Dachary Carey of MongoDB and Agent-Friendly Docs Expert
00:36:09
16. Docs as Systems with Manny Silva of Skyflow and Doc Detective
00:36:38
15. AI Isn't the Main Character with Sara Feldman of the Consortium for Service Innovation
00:41:32
14. Clarity is the Hill with Melanie Denise Davis of Dragonfly Diva Docs
00:39:08
13. Technical Writers Should Be Rebranded to Knowledge Engineers with Dave Koelmeyer of IDEXX
00:38:10
12. The Philosophy of Structured Content with Jarod Sickler of Heretto
00:41:58
11. From Accidentally Structured to Intentionally Scalable with Sandie Markle of Blueberri
00:39:56
10. From Chili's Training Docs to Enterprise DITA Migration with Laura Minaie of Heretto
00:46:00
9. Building Customer Education Programs with Karissa Van Baulen of Pallon
00:35:15
8. BtD at LavaCon, The Content Strategy Conference - Pt. 2
01:07:23
7. BtD at LavaCon The Content Strategy Conference - Pt. 1
00:38:52
6. The 5 Whys with Randee Napp of ECHO Inc.
00:37:05
5. The Power of Style Guides with Kimberly Voltaire of Simpli.fi
00:28:49
4. Unapologetically Authentic with Kat Reierson of DocuSign
00:36:00
3. Creating Content with Purpose with Kaitlyn Snook of ACSTechnologies
00:25:20
2. Leveraging DITA for Learning Content - Matt Knight of Chartered Insurance Institute
00:31:37
1. Welcome to Behind the Docs! Kicking it off with Barbara Green of ACSTechnologies
00:34:32