Blog
On building AI that does the work — and does it well.
The Semi-Sandbox — Why Not Be Kinder to Your Agent Colleague?
Instead of chaining an agent's legs, give it a complete, trustworthy workplace—so people can spend less attention managing machines and more on the work itself.
Seldon and Agotalk
Civilization endures when one generation’s experience can become the next generation’s starting point.
The Model Is Not the Destination — the Harness Is the Work Layer
Models answer questions. Harnesses organize work. The model is a resident; the harness is the home.
Why We Built Agotalk: Let People Be More Human
AI should help people create better human work — not replace judgment, but make room for it.