What we do
A compact program can grow useful structure. A neural network. A network of proteins. A company that wants to work alongside AI. We chase that idea from the research all the way into the products, and we keep everything open where we can.
A self-evolving model of your company.
Winsen learns your processes, your voice, and your people, then trains AI employees that do real work the way you would. All supervised from one workspace. The model is part of the team, not a feature bolted on top.
The open-source agent runtime.
Build, ship, and operate AI agents on infrastructure you own. Model-agnostic, monitored by default, self-hostable in one docker compose up. No seat license. No lock-in. No drama.
A few hundred parameters that grow a whole network.
Our research on compact "genomes" that grow entire neural networks, then turn out to map onto the networks inside the body, from proteins to cancer pathways. Papers, code, and models: all open.
Idea to production, managed in the repo.
A project hub that lives in your codebase as one beautiful offline file, plus a Claude skill stack that walks an idea from spec to shipped. Project management, rebuilt for the age of AI coding agents.
npx @winsendotai/rocketman