Building With AI · Field Notes

From Home Command Center to a Website
Built in a Weekend

What happens when you actually use AI to build things.

David Cleveland June 2026 5 min read Building With AI

There's a lot of noise right now about AI “changing everything.” Most of it is theoretical. This post isn't theoretical. It's a walkthrough of two real things I've built with Claude AI over the past few months, why I built them, and what actually worked.

The Home Command Center

I run a small server stack at home: Docker Desktop on a Windows box, handling media management (Immich), Plex, container orchestration (Portainer), and a dashboard I built from scratch to keep tabs on things that matter to me: my swing trading system, my retirement progress, and my home network.

That last piece is what I call my Home Command Center. One dashboard, several jobs:

None of this is dazzling on its own. What's notable is the pace. Bugs that would've taken me a full evening of forum-searching got resolved in the time it took to describe the symptom clearly. That's the actual value:

“Not ‘AI writes your code,’ but ‘AI removes the friction between having a problem and understanding it.’”

Building notjustav.io

The site you're reading this on right now was built almost entirely through conversation with Claude: HTML, CSS, and JavaScript, hand-coded but AI-assisted, no page builder, no template marketplace purchase.

I came in with a point of view: dark navy and slate, a gold accent, typography that felt more editorial than “corporate AV vendor,” Bebas Neue for headers, Instrument Serif for personality, DM Sans for body copy doing the actual work. I described the feel I wanted. Claude turned that into working code, and we iterated from there, adjusting spacing, fixing responsive breakpoints, building out a device directory with editorial notes instead of a flat spec sheet.

The part that mattered most to me wasn't the code. It was the strategy underneath it. This site exists to reposition how people think about what I do. Fifteen-plus years in AV and enterprise collaboration technology is easy to flatten into “the guy who fixes the projector.” It's not that. It's UCaaS architecture, it's Webex Calling migrations across a thousand-plus users, it's sitting in procurement meetings catching inconsistencies vendors hope nobody reads closely. That positioning is the part I own: what to say, what not to say, and how to structure a roadmap that goes from this site to actual revenue, one deliberate step at a time.

The Pattern, If There Is One

Both projects share the same shape. I didn't hand something off and wait for a finished product. I worked through problems in real time — a stuck bug, a design decision, a strategic question about how to position fifteen years of experience — with something that could hold the technical detail and the bigger picture at once.

“That's the difference between AI as a novelty and AI as a tool you actually build with. The Home Command Center runs every day in my house. This website is live right now. Neither one is a demo.”

More on how these get built, and what's next, coming soon.

More Field Notes Coming

Writing about enterprise collaboration, home-lab tinkering, and actually shipping with AI — one deliberate step at a time.

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David Cleveland
Associate Director, IT Collaboration & Special Projects

15+ years in enterprise collaboration, AV, and unified communications in Am Law legal environments. Writing about the stuff nobody puts in the job description.