diff --git a/projects/kubernetes/image-cache/Dockerfile b/projects/kubernetes/image-cache/Dockerfile
index 5ae2a8226..2f693d6ba 100644
--- a/projects/kubernetes/image-cache/Dockerfile
+++ b/projects/kubernetes/image-cache/Dockerfile
@@ -1,7 +1,3 @@
-FROM docker:17.06.0-ce AS docker
-
-# Nothing to do in here, just for COPY --from=docker below
-
 FROM linuxkit/alpine:ad35b6ddbc70faa07e59a9d7dee7707c08122e8d AS build
 
 RUN mkdir -p /out/etc/apk && cp -r /etc/apk/* /out/etc/apk/
@@ -17,7 +13,7 @@ RUN rmdir /out/var/run && ln -nfs /run /out/var/run
 FROM scratch
 WORKDIR /
 COPY --from=build /out /
-COPY --from=docker /usr/local/bin/docker /usr/local/bin/docker
+COPY --from=docker:17.06.0-ce /usr/local/bin/docker /usr/local/bin/docker
 COPY *.tar /images/
 ENTRYPOINT [ "/bin/sh", "-c" ]
 CMD [ "for image in /images/*.tar ; do docker image load -i $image && rm -f $image ; done" ]