Episode 074 Deep Dive: AI and Design System Visibility with Ben Callahan and Kaelig Deloumeau-Pregent

Episode 074 Deep Dive: AI and Design System Visibility with Ben Callahan and Kaelig Deloumeau-Pregent

In this deep dive, Ben Callahan is joined by Kaelig Deloumeau-Pregent—a veteran design system practitioner whose career has spanned the BBC, The Guardian, Financial Times, Salesforce, Shopify, Netlify, and most recently Intuit—to explore the intersection of AI and design system visibility. Kaelig shares how a question raised back in a 2016 design systems symposium ("If you had a magic wand, what would you change?") still resonates today: practitioners want more visibility into how their systems are actually being used.

The survey was sent to 1,081 design system practitioners and received 78 responses across four questions: current level of visibility into design system asset usage, biggest concerns as AI agents produce content at scale, how the enforcement vs. enablement balance has shifted with AI, and what one thing they'd implement to improve visibility without becoming the "design police." The conversation explores the "fog of war" metaphor for incomplete knowledge in systems work, the tension between surveillance and creative freedom, librarians vs. police as governance models, and how AI changes who (or what) is deviating from the system.

Show Notes
00:39 — Kaelig's background: from a French web agency to BBC, Guardian, FT, Salesforce, Shopify, Netlify, and Intuit
06:56 — Becoming a systems thinker before "design systems" was a career
07:38 — The 2016 magic-wand question and why visibility is still the wish
08:34 — Walking through the four survey questions
09:22 — Survey methodology: 1,081 practitioners, 78 responses
10:04 — Reviewing Q1: most teams have manual or partial visibility, very few have robust automated tracking
12:01 — Visibility isn't just internal; the end customer dimension and zombie code
12:27 — Q2 results: AI concerns are "all of the above," and Brandon's optimistic reframe
13:26 — Q3 results: enforcement vs. enablement is balanced, with 14% choosing "other"
14:35 — The "fog of war" metaphor and the risk of a design system surveillance state
17:02 — Peter on cultural contracting and counterbalancing forces in an org
18:58 — The "helpful Clippy" view: visibility as a signal for better docs and training
21:24 — Doug's question: is resistance to tracking a designer-specific concern?
22:13 — Greg on discipline, rigidity, and adapting design practices for AI workflows
24:22 — Lightweight, embedded signal collection at the point of consumption
25:31 — Magnolia and ESLint-style "disable with a reason" patterns for design
27:10 — Jeff on measuring adoption and building relationships to capture wins for leadership
29:48 — Alexander on percentile-matching to surface emerging patterns and snowflakes
32:02 — Pedro on treating deviations as a "confession room," not policing
33:53 — The correlation between visibility (Q1) and enablement (Q4) responses
35:20 — The "plateau of sameness" and how the design system kicks back at scale
36:16 — ToniAnn: less visibility breeds more assumptions; talk to people
37:44 — Stephen on AI flipping enforcement toward enablement, and tracking why agents deviate
39:41 — Robin on enforcement and enablement as intertwined, not opposing
42:00 — Greg on building decision points into AI skills and rules
44:57 — Danita: what level of accountability belongs to the human using AI?
45:27 — Trust cultures, talent pools, and where the cursor sits on enforcement
47:38 — Non-negotiables: accessibility and regulated environments
49:01 — Closing announcements: Redwoods Compass alpha, Config hike, Sparkbox, Southleft

Where to Find the Hosts
Ben Callahan is Founder of Sparkbox (https://sparkbox.com) and Redwoods Design System Community (https://bit.ly/44lzHL5). Read his writings, have him present at your event, or engage with him as a coach or consultant at https://bencallahan.com

Kaelig Deloumeau-Pregent writes about design systems and AI at https://www.kaelig.fr

Get the Raw Data
Access the complete survey data from Episode 074 to conduct your own analysis: https://bit.ly/4t4rYv6

Review the FigJam Notes
Dig into the collaborative notes we took as a community during the deep dive: https://bit.ly/3OWYGk3

Join the Conversation
The Question explores design systems topics through community research and deep-dive discussions. Participate in future episodes and contribute to the next survey: https://bit.ly/answerTheQuestion