diff --git a/dockerfiles/alpine/Dockerfile b/dockerfiles/alpine/Dockerfile
index 9a97e9d..7d2a05d 100644
--- a/dockerfiles/alpine/Dockerfile
+++ b/dockerfiles/alpine/Dockerfile
@@ -1,4 +1,7 @@
-FROM golang:alpine AS builder
+ARG base_image=alpine:latest
+ARG builder_image=concourse/golang-builder
+
+FROM ${builder_image} AS builder
 COPY . $GOPATH/src/github.com/concourse/github-release-resource
 WORKDIR $GOPATH/src/github.com/concourse/github-release-resource
 ENV CGO_ENABLED 0
@@ -10,7 +13,7 @@ RUN set -e; for pkg in $(go list ./...); do \
 		go test -o "/tests/$(basename $pkg).test" -c $pkg; \
 	done
 
-FROM alpine:edge AS resource
+FROM ${base_image} AS resource
 RUN apk add --update bash tzdata ca-certificates
 COPY --from=builder /assets /opt/resource
 
diff --git a/dockerfiles/ubuntu/Dockerfile b/dockerfiles/ubuntu/Dockerfile
index 8af8a94..c494927 100644
--- a/dockerfiles/ubuntu/Dockerfile
+++ b/dockerfiles/ubuntu/Dockerfile
@@ -1,4 +1,7 @@
-FROM concourse/golang-builder as builder
+ARG base_image
+ARG builder_image=concourse/golang-builder
+
+FROM ${builder_image} as builder
 COPY . $GOPATH/src/github.com/concourse/github-release-resource
 ENV CGO_ENABLED 0
 WORKDIR $GOPATH/src/github.com/concourse/github-release-resource
@@ -10,7 +13,7 @@ RUN set -e; for pkg in $(go list ./...); do \
 		go test -o "/tests/$(basename $pkg).test" -c $pkg; \
 	done
 
-FROM ubuntu:bionic AS resource
+FROM ${base_image} AS resource
 RUN apt-get update && apt-get install -y --no-install-recommends \
     tzdata \
     ca-certificates \