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
Friday, October 23
the team reviewed the full path from entering a goal to seeing the first step, and is fixing the weakest spot in that journey today.
FrameDial News
Today's email cards reliably show how the left and the right actually described each story, not a generic "they disagree" line.
Frolic.Town
searches on the site now return results quickly instead of stalling when the typed words don't fully match.
AniMoment
the opening words of a reading now show clearly on small phone screens before you're asked to tap anything.
Bank-See
the send button on the finishing screen now fits on a short phone without scrolling.
Syntopica
the home screen now leads with your reading insights right away instead of hiding them below a photo-import tile.
10 other products ran the same daily cycle without a change you'd notice. 1 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.

