Infrastructure for the agentic workforce.
Why we build from the bottom — and where the ladder leads.
Agents are becoming real workers.
For decades, software waited. It sat behind a form or an endpoint until somebody clicked, answered one question, and went quiet again. That era is ending.
Agents don’t wait. They take a goal instead of a query. They run for hours, use tools, check their own work, and finish things while nobody is watching. That isn’t chat. That’s labor.
Teams everywhere are discovering the same thing at once: the unit of software is shifting from the app you open to the worker you delegate to.
Real workers need real infrastructure.
Every wave of software got its own ground to stand on. Websites got hosting. Code got version control. Data got warehouses. First the duct tape, then the platform — it is always the same story.
Agents are still in the duct-tape years. They run overnight on open laptops, against APIs shaped for one question and one answer, held together by scripts and hope.
A workforce cannot run on duct tape. Somebody has to build the ground floor — and the floors above it.
We started at the bottom.
Whatever an agent does, it touches one layer thousands of times a run: inference. It is the ground floor of the entire stack — the layer everything else stands on.
So that is where we began. Every model behind one endpoint, serving built for runs that last hours rather than questions that last seconds. That layer is live today.
Starting at the bottom is not modesty. It is the qualification: you don’t get to carry a workforce until you can carry its heaviest, most constant load.
“Inference is the first layer, not the last.”
One layer at a time.
Next comes the runtime — a place for the agent itself to live. Long sessions, sandboxes, memory that persists. It is in development now.
Above it, deployments: ship an agent the way you ship a service. Version it, scale it, run a fleet of them — without owning any of the plumbing. That layer is coming.
We climb in order. Each layer has to carry real work before the next goes on top of it. No leaps. A ladder.
Fleets, as ordinary as websites.
Follow the ladder far enough and you reach a plain, almost boring world: running a fleet of agents is as unremarkable as hosting a website is today. You describe the work. The infrastructure does the rest.
Nobody will talk about it, the same way nobody talks about hosting. It will simply be there — always on, underneath everything, doing its job so your agents can do theirs.
That is the company we are building. Inference is where it starts. It is nowhere near where it ends.
Your agent doesn't change.
Everything underneath does.
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