SkyPilot is an open-source tool that runs AI workloads across any cloud or Kubernetes cluster. You write a YAML task spec, and SkyPilot handles GPU allocation, job scheduling, and result collection.
For AutoResearch, the SkyPilot team gave Claude Code access to GPUs on a Kubernetes cluster backed by CoreWeave. The setup used Hs and Hs. SkyPilot picked whichever GPU was available for each experiment, so the agent didn't need to manage hardware directly.