Traditional cloud infrastructure was built to run a single app for many users. Agents work differently. Each one needs its own isolated machine to write software on the fly, run tools and act on its own for hours or weeks. And everything it produces has to persist between sessions.

Superserve gives every agent and RL rollout its own virtual machine that starts in under 50ms. Machines start from templates with your repo and dependencies already loaded, pause with memory and files intact at zero compute cost, and resume or fork from that exact state. You can run docker, databases, browsers or

Cloud Computing · Infrastructure · AI

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