Hi! You get GPUs, much bigger machines and full control of the VM down to the drivers, kernel etc. It's also a lot cheaper, especially for compute intensive workloads. Also, if you're running agents in the VMs, you get native support for credential and MCP tool injection via profiles. We support NixOS too!
Can you give me a practical example of 3 most deserving use cases? Something that customers are actually using them for today.
Hi! Sure: (1) running agent fleets for software factories, (2) Model training and RL environments orchestrated by agents and (3) as a backend for agentic products and platforms.