By Design with Michael Light

This episode has two firsts: it’s our first video episode, and our first guest. Brian Nail is a UX leader and product designer with more than 20 years of experience designing complex digital products, enterprise applications, and design systems. His work has been recognized at the local, regional, and national ADDY levels.

Brian and I both started as art majors before moving into tech, and we talk about how that background shapes the way we see problems. The main topic is how AI is changing the relationship between designing software and building it. Brian explains how AI handed him back control of craftsmanship after two decades of watching designs get diluted in backlogs and offshore handoffs. We also cover why vibe-coded prototypes work best as a communication tool rather than a replacement for UX, how he rebuilt a struggling enterprise design system in about a week, and what UX leaders should be learning right now.

Key takeaways

* AI is giving designers direct control over the final product again.

* Vibe-coded prototypes are the “intelligent back of the napkin.” Encourage them, then design properly behind them.

* A framework-agnostic design system can take a long-term framework decision off the table.

* AI adoption fails without role-specific training, not because of the technology.

Connect with Brian → LinkedIn

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AI Disclaimer: The ideas, argument, and conclusions in this piece are my own. I used AI as an editing and research partner — to sharpen structure and phrasing, and to help source and verify the cited data. Also, all artwork, music and content is my own.

I wake up, pour a cup of coffee, and open my website. There’s something new on it — a recipe I didn’t write, a feature I never asked for, shipped overnight by something that isn’t a person.

This episode is about themeasuringcup.com, a recipe site I built by hand twenty years ago and let go dark for ten. It’s back, and I haven’t written a line of the code that’s running on it. Eleven agents do the research, own the backlog, build the pages, and deploy them. In the first nine days on the board, I did exactly one thing.

The interesting part isn’t that agents can write code. Everyone has seen that. It’s that the coordination disappeared — the tickets, the handoffs, the standups, the whole apparatus of keeping a product moving. That’s the expensive part in any company, and it’s the part nobody is selling you.

It didn’t work the first two times. Here’s what broke, what fixed it, and where it still falls down.

Links

* themeasuringcup.com — the site. Check it regularly; it changes without me

* leoandco.org — the live board. Backlog, blockers, and every number in this episode

* michaellight.org — more writing and episodes

* Previous episode — Your Agentic AI Is Decaffeinated — the argument this one puts to the test

* Subscribe to the Substack:

AI Disclaimer: The ideas, argument, and conclusions in this piece are my own. I used AI as an editing and research partner — to sharpen structure and phrasing, and to help source and verify the cited data. Also, all artwork, music and content is my own.

I'll take a double shot espresso, please — no decaf.

Right now, the AI the enterprise is handing you is decaffeinated. That's not an indictment, it's just reality. But it doesn't have to stay that way. As we figure out how AI should actually help us, we need to set expectations, demand more, and shape the experience — before the big enterprise players dig their moats too deep.

Double shot coming right up!

Links & references

• The essay this episode builds on — How AI Agents at Home Can Inform the Enterprise: https://michaelbydesign.substack.com/p/how-ai-agents-at-home-can-inform

• OpenClaw (self-hosted agent platform): https://openclaw.org

• Meet the Leo & Co. agent team: https://www.leoandco.org/team/

• My site: https://michaellight.org

• Subscribe to the Substack: https://michaelbydesign.substack.com

• Subscribe on Apple Podcasts

• Subscribe on Spotify Podcasts

Everyone's vibe coding. You describe what you want, an AI writes the code, and moments later you're testing it in the browser — no backlog, no sprint, no two-week change window. It feels like magic.

But there's a trap nobody warns you about — and the euphoria that makes you feel unstoppable is exactly what keeps you from seeing it. In this episode, Michael unpacks what vibe coding actually is, the failure mode he sees most often, and where it really belongs — especially inside the enterprise.

Stick around to the end, where Michael leaves you with three things you can actually do to get better outcomes the next time you sit down to build.

Read the full written piece: What to Do When Everyone's Vibe Coding

About the Show

By Design with Michael Light is for builders who refuse to let AI flatten their craft. Each episode digs into the intersection of technology, design, and intentional work — how to use powerful tools without trading away the judgment, taste, and soul that make the work yours. Hosted by Michael Light, a 25-year practitioner across design, software, and AI, with a current focus on applied AI and machine learning at scale. Part of the Michael by Design project. New episodes regularly — subscribe so you don't miss one.

Credits

Written, produced, and scored by Michael Light.

A note on production: AI assisted only with formatting, spelling, and grammar. All other content is original to Michael Light.