We use it in conjunction with kubernetes service proxy https://github.com/pedro-r-marques/k8s-service-proxy to access all of our internal services and debug ports deployed in the k8s/GKE cluster. oauth2 proxy authenticates, service discovery in k8s means that we can keep publishing apps. We don't use fine grain ACLs... But i guess that we could if we wanted to.