Krea describes how it built a system so inference keeps running on external infrastructure when training jobs claim all local GPUs.

The solution uses the Virtual Kubelet project to emulate a Kubernetes node with effectively infinite GPU capacity, abstracting business logic into External Providers that handle pod lifecycle on various real backends.