Building Infrastructure That Scales to a Billion (or Trillion!) Agents

Here's some napkin math: 100 million US knowledge workers, 15% concurrency, one agent each. That's 15 million simultaneous sessions. Now give each person three agents. Now do the rest of the world. Containers can't touch this. So let's talk about things agents actually need: a way to get their own compute instantly without dragging along an entire OS, and the ability to just write code when tool-calling gets awkward (which is often). Dynamic Workers give you an isolated execution environments that materialize in milliseconds and vanish when they're done. We'll talk all the details how it works, what it looks like in practice, and what's next.