Welcome to the Patterns Podcast. Each episode we sit down with the leaders and builders defining how modern digital products come to life. From systems and tools to culture and decision making, we dig into what’s driving real impact today and shaping the future of how teams build.
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October 26, 2026Episode 548 min
Design judgment in the era of AI, with Alexis Puchek
Send us feedback or episode suggestions. AI can generate a screen in seconds. Deciding whether that screen is right still takes someone who has seen enough of them. In this episode of Patterns, Chris Strahl talks with design leader Alexis Puchek about what design judgment means when agents do more of the building. Drawing on about 20 years at frog, Hudl, and Procore, in fields where the screen often isn't the point, Alexis explains why judgment gets more valuable as systems get better. The conversation moves from enterprise design systems to job sites, wearables, and interfaces with no screen at all. We'll explore: Why teams using the same components still ship "consistently inconsistent" products, and the layer of patterns and principles that belongs above a design system Why judgment is built through reps, and why better systems concentrate judgment instead of replacing it Why metrics in field software can mislead: when people can't quit a tool, endurance looks like adoption What changes when you don't control the canvas, from heads-up displays to an exoskeleton that only vibrates near its limit Why content design, information architecture, and service design are moving from polish to the first decision
October 26, 2026Episode 743 min
Agents are the new users of design systems, with Mike Kamminga
Send us feedback or episode suggestions. Design systems were built to close the gap between a brand and the products that express it. Now an agent sits in that gap, and it arrives at every task like a new hire who has never seen the system. In this episode of Patterns, Chris Strahl talks with Mike Kamminga, CEO and founder of Tokens Studio, about what that changes for tokens, components, and the context teams hand to their agents. Mike describes a design system as component definitions, design tokens, and translation rules, then explains why agents lean on what they learned in training, like Tailwind, over what a team intends. The conversation covers source of truth, guardrails built for slower release cycles, design.md, and what Mike calls an experience system. We'll explore: Why an agent is "the new guy on the job" every time, and what that means for how a design system is documented and delivered Why models lean on what they saw in training, and what it takes to steer an agent toward something different Why Mike has yet to hear a good argument for code or design alone being the source of truth, and why a design system is a prescriptive ideal state Whether guardrails built for slow release cycles still pay off when an agent can fix a mistake in minutes Why a five-minute style guide is a good start for prototypes, and why Mike calls the next step an experience system
October 23, 2026Episode 648 min
Keeping the big picture in view, with James McElroy
Send us feedback or episode suggestions. AI makes it easier than ever to build the wrong thing quickly. Zooming out to see the whole system is one way teams notice. In this episode of Patterns, Chris Strahl talks with James McElroy, a designer and design leader who started in mechanical engineering, about keeping the big picture in view while the tools get faster. James traces a systems mindset from childhood terminals at home to a first design job at Bose, where a handheld home theater remote with a 128-segment display forced James to be frugal with every segment. From there the conversation moves through Monster.com in the dot-com era, architects at Autodesk, the pendulum problem of AI hype, and how to help colleagues at companies that are not tech native understand what AI can and can't do. We'll explore: Why the ability to zoom out and see every screen, flow, or piece of hardware is still one of the most compelling things a designer can show a team What designing for a 128-segment display taught James about frugal, systems-level design Why happy paths are largely a myth in complex products, and what the miserable path shows How to help people at companies that are not tech native understand AI, starting with using it daily until its limits show Why agreeing on goals matters more than deciding who owns the screen when everyone can make a mockup
May 13, 2026Episode 453 min
Building in the Age of Agents with Alex Wilson, Engineering Leader at T. Rowe Price.
Send us feedback or episode suggestions. Software teams are operating in an environment where the job description changes every two months. As agentic AI moves from novelty to real engineering capability, the assumptions that have held enterprise software together — long SaaS contracts, stable teams, predictable agile rhythms — are starting to bend. In this episode of Patterns, Chris Strahl talks with engineering leader Alex Wilson about what it actually takes to bring AI into a large, regulated organization, and how the math behind building, buying, and structuring teams is shifting underneath everyone at once. Drawing on his work leading the design system at T. Rowe Price and driving AI activation across the firm, Alex explains how agentic capabilities are reshaping build-vs-buy, the shape of teams, and how engineering leaders need to show up. The conversation moves from the cultural pressure to be "AI-native" to the practical questions of modular architecture, smaller delivery pods, and why the best leaders are now building alongside their teams. We'll explore: Why "build vs. buy" looks different when agents can build and maintain internal tools, and how that's pushing companies to shorten SaaS contracts and treat vendor software as a stop-gap How teams are shifting from large pods running classic agile toward smaller groups of "big gear" and "small clockwork" builders with compressed spike-to-ship cycles Why modular, replaceable architecture is becoming a strategic requirement as SaaS feels less permanent and internal builds become more viable How engineering leaders set the tone by adopting AI tools themselves — treating personal experimentation as a path back into the company's roadmap Check out our upcoming events . If you want to get in touch with the show, ask some questions, or tell us what you think, send us a message over on LinkedIn . Guest Alex Wilson is an engineering leader focused on design systems and AI-enabled product development. He leads Beacon, T. Rowe Price’s design system, driving broad adoption across the firm and generating more than $15 million in design and development cost avoidance. He works at the intersection of design, platform architecture, and AI, where he focuses on improving how digital products are built and evolve at enterprise scale. From this perspective, he explores how intelligent systems can enable more adaptive, context-aware experiences while maintaining consistency and design integrity. He also defines technical strategy around agentic workflows that enable teams to build in new ways. Beyond his work at T. Rowe Price, he is an active voice in both the engineering and design communities, speaking at industry conferences, mentoring leaders across disciplines, and contributing to conversations on AI-driven product development, design systems, and the future of software delivery. Host Chris Strahl is the host of the Patterns podcast and a pioneer in modern digital product design and development. As the co-founder and CEO of Knapsack, he is a leading voice on how AI can fundamentally reshape the way teams design, build, and deliver digital products with a human-centered approach. Sponsor Sponsored by Knapsack, the design system platform that brings teams together. Learn more at knapsack.cloud .
March 10, 2026Episode 333 min
Building Trust: Designing Product Ecosystems in the Age of AI
Send us feedback or episode suggestions. Digital products no longer exist as standalone apps. They live inside complex ecosystems of interfaces, AI systems, legacy infrastructure, and workflows that all have to work together. In this episode of Patterns , Chris Strahl talks with product design leader Andi Rusu about what it takes to design reliable digital experiences in environments where multiple systems—and increasingly AI—are shaping how products behave. Drawing on experience at Disney, Sonos, Axon, and Microsoft, Andi explains why trust is becoming the central design challenge in modern product development. As AI becomes embedded in digital products, the job of design expands beyond crafting interfaces to shaping how complex systems behave, how decisions are made, and how users understand what’s happening behind the scenes. The conversation explores how designers can balance abstraction and transparency, when friction actually improves the experience, and why human judgment still plays a critical role in building trustworthy AI-powered products. We’ll explore: Why modern digital products behave more like ecosystems than individual apps , and how fragmentation across systems creates new design challenges for product teams How AI is becoming a new layer inside product development , influencing how workflows, decisions, and automation shape the user experience Why trust becomes harder to maintain in AI-driven products , especially when systems make decisions users cannot see or easily understand Why human judgment still matters in AI-powered design , and how designers balance abstraction, transparency, and intentional friction to create reliable user experiences View the transcript of this episode. Check out our upcoming events . If you want to get in touch with the show, ask some questions, or tell us what you think, send us a message over on LinkedIn . Guest Andi Rusu is a product design and research leader focused on creating user-centered experiences across complex product ecosystems. He has led design teams and initiatives at Disney, Axon, Sonos, Microsoft, and Deloitte, helping organizations deliver impactful digital products at scale. He has also taught experience design at Cornish College of the Arts, the University of Washington, and the School of Visual Concepts. Hostt Chris Strahl is the host of the Patterns podcast and a pioneer in modern digital product design and development. As the co-founder and CEO of Knapsack, he is a leading voice on how AI can fundamentally reshape the way teams design, build, and deliver digital products with a human-centered approach Sponsor Sponsored by Knapsack, the design system platform that brings teams together. Learn more at knapsack.cloud .
February 10, 2026Episode 241 min
Inside the Alaska–Hawaiian Merger: Shipping a Multi-Brand Experience in 10 Months
Send us feedback or episode suggestions. The Alaska Airlines and Hawaiian Airlines merger came with physical and regulatory deadlines that dictated an inflexible 10-month delivery window for digital and design work. With the timeline tied to real-world change, combined design, product, and engineering teams had to build and ship alongside a transformation that was already in motion. Chris Strahl talks with Noelle Lansford and Forrest Akemann about what it took to deliver a multi-brand experience under that pressure, while respecting the long histories and cultural significance of two iconic airline brands. From foundational decisions around color, typography, and tokens to close collaboration across teams, this conversation offers a realistic look at how systems work gets done when speed is non-negotiable and the stakes are real. We'll explore: What changes when deadlines are tied to physical and regulatory reality? Why is merger-driven multi-brand work harder than planned multi-brand? How do shared foundations like color, typography, and tokens enable teams to move faster together? View the transcript of this episode. Check out our upcoming events . If you want to get in touch with the show, ask some questions, or tell us what you think, send us a message over on LinkedIn . Guest Noelle Lansford began her career as an engineer on design system teams before transitioning into design, where she discovered her passion for connecting the technical and human sides of digital product creation. Today, as the founder of Shep , a design systems consultancy that partners with organizations from early-stage startups to Fortune 5 companies, Noelle helps bridge the gap between design, engineering, and business strategy. Her work focuses on creating systems that balance structure with flexibility, prioritize people over process, and deliver lasting business value instead of chasing perfection. Forrest Akemann is a design systems lead at Hawaiian Airlines, where he has worked since 2019 across product design and design systems. He played a key role in building Hawaiian’s design system and later helped lead the system work through the Alaska–Hawaiian merger, focusing on multi-brand foundations, theming, and system adoption. Hostt Chris Strahl is the host of the Patterns podcast and a pioneer in modern digital product design and development. As the co-founder and CEO of Knapsack, he is a leading voice on how AI can fundamentally reshape the way teams design, build, and deliver digital products with a human-centered approach Sponsor Sponsored by Knapsack, the design system platform that brings teams together. Learn more at knapsack.cloud .
January 27, 2026Episode 148 min
Designing the Learning Loop: Context, AI, and Compound Systems
Send us feedback or episode suggestions. In the first episode of Patterns , Chris Strahl sits down with Dave Brown, design leader at Qualtrics, to explore what modern systems thinking looks like in an AI-driven product landscape. Moving beyond traditional notions of software design, the conversation reframes product creation as a shift from a single golden path toward a world where every experience is effectively an edge case. Together, they unpack why context, not features, is becoming the primary design material and how AI is forcing teams to rethink how systems are structured, constrained, and evolved. Drawing on his experience leading AI and ML initiatives at AWS and now at Qualtrics, Dave explores how designers and builders can shape better outcomes by designing for context, learning loops, and adaptability. The discussion spans designing for AI versus designing with AI, the rise of compound engineering, and the collapse of rigid boundaries between design, product, and engineering. Rather than shipping static features, the future points toward systems that learn continuously, respond in real time, and improve through every interaction. Key takeaways Context is the core design challenge of 2026 , shaping how AI systems behave, adapt, and deliver value. Product systems are moving from golden paths to infinite edge cases , driven by personalization and real-time decision making. Designing for AI means creating learning loops , where systems improve through continuous feedback rather than static rules. Compound engineering reframes software creation around systems that get smarter over time, collapsing traditional role boundaries. View the transcript of this episode. Check out our upcoming events . If you want to get in touch with the show, ask some questions, or tell us what you think, send us a message over on LinkedIn . Guest Dave Brown is a design leader at Qualtrics, where he focuses on AI initiatives and the evolution of the company’s design system. Previously, he spent nearly a decade at Amazon, including six years leading design for AI and machine learning services at AWS. His work centers on building adaptive, scalable product systems, with a particular interest in context, learning loops, and how teams can design systems that get smarter over time. Host Chris Stroll is the host of the Patterns podcast and a pioneer in modern digital product design and development. As the co-founder and CEO of Knapsack, he is a leading voice on how AI can fundamentally reshape the way teams design, build, and deliver digital products with a human-centered approach
December 17, 2025Episode 13934 min
DSP 139. Why the Future of Digital Production Starts With Code, Not a Canvas
Send us feedback or episode suggestions. As AI compresses the distance between idea and execution, the abstractions that once made design tools necessary are becoming points of friction. In this conversation, Knapsack leaders Chris Strahl, Evan Lovely, and Robin Cannon make the case that the future of digital production starts in the medium products actually ship in, code. They unpack why design systems are infrastructure, not artifacts, how context becomes the critical input for enterprise AI, and why creating directly in code unlocks faster iteration with higher fidelity. This shift changes who gets to create, how teams work together, and what it means to scale ideas instead of just processes. In this episode, you’ll hear about: AI as an enabler of human creativity, not a replacement Why prototype-first workflows are breaking down How the Intelligent Product Engine supports real product creation What it looks like for designers, developers, and product teams to build, refine, and ship together View the transcript of this episode. Check out our upcoming events . If you want to get in touch with the show, ask some questions, or tell us what you think, send us a message over on LinkedIn . Guest Evan Lovely is the co-founder and CTO of Knapsack Robin Cannon is the Head of Product at Knapsack Host Chris Strahl is co-founder and CEO of Knapsack , host of @TheDSPod , DnD DM, and occasional river guide. You can find Chris on LinkedIn . Sponsor Sponsored by Knapsack, the design system platform that brings teams together. Learn more at knapsack.cloud .
December 4, 2025Episode 13824 min
DSP 138. Scaling Inclusive Design: An Accessibility Conversation with Anna Thielke
Send us feedback or episode suggestions. How do teams turn accessibility from individual effort into system wide practice? Chris talks with Anna Thielke, founder and CEO of Mantis and Company, to find out. They explore why representation on system teams leads to better standards, how designing for the edges strengthens products for everyone, and what it takes for accessibility work to spread across large organizations in a sustainable way. Anna also shares how lived experience shapes her perspective and why accessibility becomes more effective when teams view it as shared responsibility rather than a late stage requirement. Key Takeaways Design systems provide the structure needed to scale accessibility across teams. Representation on system teams shapes the standards that reach every product. Designing for the edges leads to more inclusive and resilient experiences. View the transcript of this episode. Check out our upcoming events . If you want to get in touch with the show, ask some questions, or tell us what you think, send us a message over on LinkedIn . Guest Anna Thielke is an entrepreneur and systems thinker who leads Mantis & Co., a disability-owned accessibility and inclusive design agency. Drawing on 15+ years of experience and her background as a blind, neurodivergent leader, she helps teams build products and cultures that work for everyone. Previously Director of Inclusive Design at CVS Health, Anna is known for blending creativity, honesty, and practicality to move organizations from intention to action. Host Chris Strahl is co-founder and CEO of Knapsack , host of @TheDSPod , DnD DM, and occasional river guide. You can find Chris on LinkedIn . Sponsor Sponsored by Knapsack, the design system platform that brings teams together. Learn more at knapsack.cloud .
November 11, 2025Episode 13744 min
DSP 137. Why You Shouldn’t Aim for Perfect: Building Design Systems That Deliver Business Value with Noelle Lansford
Send us feedback or episode suggestions. If you’ve ever struggled to balance perfection with business reality, this episode is for you. In this episode of the Design Systems Podcast, Chris Strahl talks with Noelle Lansford, founder of Shep , about why chasing the “perfect system” often breaks more than it fixes. Drawing on her experience across startups and Fortune 5 companies, Noelle argues that design systems succeed when they serve people and the business—not when they chase architectural purity. She and Chris dig into the realities of relational alignment between design, engineering, and product, the shift from component factories to consulting mindsets, and what AI means for the next generation of design leadership. Here’s what stood out: Perfection shouldn’t be your goal Design systems teams should pursue an infrastructure + enablement structure Systems of systems thinking works—if the cultural conditions are right AI makes iteration faster, which makes human oversight more essential View the transcript of this episode. Check out our upcoming events . If you want to get in touch with the show, ask some questions, or tell us what you think, send us a message over on LinkedIn . Guest Noelle Lansford began her career as an engineer on design system teams before transitioning into design, where she discovered her passion for connecting the technical and human sides of digital product creation. Today, as the founder of Shep , a design systems consultancy that partners with organizations from early-stage startups to Fortune 5 companies, Noelle helps bridge the gap between design, engineering, and business strategy. Her work focuses on creating systems that balance structure with flexibility, prioritize people over process, and deliver lasting business value instead of chasing perfection. Host Chris Strahl is co-founder and CEO of Knapsack , host of @TheDSPod , DnD DM, and occasional river guide. You can find Chris on LinkedIn . Sponsor Sponsored by Knapsack, the design system platform that brings teams together. Learn more at knapsack.cloud .
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