Field notes on work that works.
How we think about AI employees, the company brain, and the runtime that lets AI do the boring half so people can do the rest.
The waitlist is open. Don't blink.
We opened the Winsen waitlist and made a thirty-second film to mark it, in the spirit of Apple's don't-blink recaps. Here is what you get for being early.
Read the post →Engineering · Jun 8, 2026 · 9 minResponsible token-maxing.
Throwing tokens at a model gives you a demo that falls over on the second click. Here is how we let AI write production code in our own repo, with a plan, a memory, and a paper trail.
Read the post →We built the wrong thing first.
Our first version was a beautiful place to do your work. It turned out nobody wanted a place. They wanted the work done.
Jun 8, 2026The Brain · 11 minHow the company brain actually works.
No diagrams hiding the hard parts. The real shape of a fact, what happens when two sources disagree, how three facts beat four hundred, and the export button that lets you walk out with all of it.
Jun 8, 2026Craft · 9 minWhat we learned building AI workflows.
Durable, multi-step work that runs without a human triggering each step is mostly an exercise in runtime, restraint, and refusing to trust your own demo. Here is what held up.
Jun 8, 2026Engineering · 7 minWhy we deleted our own dashboards
A dashboard is a question you have to remember to ask. We stopped asking and let the brain and Walle tell us what changed and what needs us, with the source attached.
Jun 8, 2026Product · 6 minWhy your company's memory shouldn't live in a wiki.
Most "AI memory" is a folder nobody updates. We built something that maintains itself from the work that's already happening, with a source on every fact.
May 12, 2026Craft · 5 minApproval-first isn't a feature. It's the whole philosophy.
Why we'd rather ship an AI that asks too often than one that acts too freely.
May 5, 2026Team · 4 minWhat "hire an AI employee" actually means.
Not a chatbot with a costume. A specialist with a scope, a manager, and a first day.
Apr 28, 2026Story · 7 minThe Monday test.
We built Winsen around one question: would this make you want to come to work?
Apr 20, 2026The Brain · 8 minYour company brain is the moat.
Tools get copied in a week. Two years of your company's context cannot be cloned at all.
Apr 12, 2026Team · 7 minStop hiring for the work software should do.
The roles you're about to post are the roles Winsen was built to retire. A hard look at the org chart.
Mar 26, 2026Story · 6 minWhat we will never let AI do.
An AI company drawing a line. The human moments that stay human, on purpose.
Mar 14, 2026
