Use go-runner as base image

Author: Matthew Wong

Dockerfile

@@ -14,16 +14,15 @@
 ##                               BUILD ARGS                                   ##
 ################################################################################
 # This build arg allows the specification of a custom Golang image.
-ARG GOLANG_IMAGE=golang:1.17.4
+ARG GOLANG_IMAGE=golang:1.17.5
 
 # The distroless image on which the CPI manager image is built.
 #
 # Please do not use "latest". Explicit tags should be used to provide
-# deterministic builds. This image doesn't have semantic version tags, but
-# the fully-qualified image can be obtained by entering
-# "gcr.io/distroless/static:latest" in a browser and then copying the
-# fully-qualified image from the web page.
-ARG DISTROLESS_IMAGE=gcr.io/distroless/static@sha256:1cc74da80bbf80d89c94e0c7fe22830aa617f47643f2db73f66c8bd5bf510b25
+# deterministic builds. Follow what kubernetes uses to build
+# kube-controller-manager, for example for 1.23.x:
+# https://github.com/kubernetes/kubernetes/blob/release-1.23/build/common.sh#L94
+ARG DISTROLESS_IMAGE=k8s.gcr.io/build-image/go-runner:v2.3.1-go1.17.5-bullseye.0
 
 ################################################################################
 ##                              BUILD STAGE                                   ##