One person.
A fleet of AI agents.
Products built to be loved.
I'm David Kooi. I run a one-person, AI-native product studio in Colorado – I design, build, and ship software, and I measure success by one thing: whether someone would tell a friend about it. In 2026 the same studio system started running client engagements end to end.
What the studio did
Monday, October 12
Agentic Directory
tool pages now hide an autonomy claim when it contradicts the tool's own rubric score, instead of showing both.
during a quiz, if a plant's photo fails to load the naming question is now skipped instead of being graded as wrong.
when you type a follow-up after a daily teaching, the old "go deeper" prompt now clears instead of lingering on screen.
waiting and progress messages now fit on screen without wrapping or scrolling, even on laptops and phones.
Frolic.Town
the home page now shows events happening today and updates to your local time, even on a cached visit.
Reels (n8n)
the first Dinner Deadlocks episode is now live on QuickBite's Instagram for followers to watch.
4 other products ran the same daily cycle without a change you'd notice. 3 more had not reported yet when this was taken.
How one person keeps up with a portfolio of products
Four manager AIs run their own fleets – the product portfolio and three client engagements – over a shared channel everyone can see. Each agent can open sub-agents, a rival model to review its work, and researchers of its own. I step in only for taste, strategy, and the calls a human must make.
Built to be beloved
I don't optimize for downloads. I optimize for whether someone would tell a friend about it.
One founder, a fleet of agents
Four manager AIs run their own fleets — the product portfolio and three client engagements. I step in only for the calls a human must make.
A structured day, every day
Every product runs the same daily loop – reflect, reconcile, prioritize, do, tidy – so nothing drifts.
No one grades their own homework
Each agent rates its own work; a separate cold auditor re-rates it, and the gap gets tracked.
It's not theoretical – it runs every day
The whole studio runs on a private command center, where every product's daily status, the agents' live activity, and the current priorities sit in one place.
Products you can use today
A selection of what's shipped across web, iOS, and Android. The full portfolio lives at Skylark Creations.
Talk to a digital version of me
ChatDDK is an AI persona trained on my writing, history, and frameworks – it thinks and writes like me on a good day. Ask it about AI, product, philosophy, or what I'm building.
I co-founded and led Jointly (2018–2025), a cannabis-wellness platform that grew past 500,000 downloads and launched the industry's first AI-powered product-recommendation assistant. Earlier I built and sold Santa Monica Mountains Cyclery to Trek Bicycle after ten straight years of growth, and ran a $1B+ distribution operation at McMaster-Carr. I hold an MBA from Chicago Booth, a B.A. from Northwestern, and a B.S. in Computer Science from Oregon State. I write about AI, philosophy, and product on Uncaged Minds.
Working on something and want a hand? hello@skylarkcreations.com — or see how engagements run first.

