> k8s will only redeploy containers when a node fail.

That's not true at all. Kubernetes monitors containers' health and automatically scales deployments according to the demand. Thus quite obviously kubernetes does help make your system distributable, scalable and reliable. In fact, that was the design goal of kubernetes.