diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
new file mode 100644
index 0000000000000000000000000000000000000000..7cae4c69f0da2e547dd194c0ddf5084882e0f083
--- /dev/null
+++ b/.gitlab-ci.yml
@@ -0,0 +1,18 @@
+default:
+  services:
+    - name: ${CI_DEPENDENCY_PROXY_DIRECT_GROUP_IMAGE_PREFIX}/docker:18.09-dind
+      alias: docker
+  tags:
+    - build-push-to-registry
+
+build:
+  variables:
+    DOCKER_TLS_CERTDIR: ''
+    DOCKER_HOST: tcp://docker:2375/
+    DOCKER_DRIVER: overlay2
+  image: ${CI_DEPENDENCY_PROXY_DIRECT_GROUP_IMAGE_PREFIX}/docker:18.09
+  script:
+    - docker login -u $CI_REGISTRY_USER -p $CI_REGISTRY_PASSWORD $CI_REGISTRY
+    - docker build -t "$CI_REGISTRY_IMAGE:$VERSION" -f scripts/Dockerfile .
+    - docker push "$CI_REGISTRY_IMAGE:$VERSION"
+  when: manual
diff --git a/scripts/Dockerfile b/scripts/Dockerfile
index a9dd3883876a6bc70368d560da5b378d7f73fd5a..b871e27f911095519c4dae8fb7d70c3c2243362e 100644
--- a/scripts/Dockerfile
+++ b/scripts/Dockerfile
@@ -37,7 +37,9 @@ ENV COZY_STACK_HOST=cozy.localhost \
 	PATH="$PATH:/usr/local/couchdb/bin"
 
 ARG DEBIAN_FRONTEND=noninteractive
-
+RUN sed -i s/deb.debian.org/archive.debian.org/g /etc/apt/sources.list
+RUN sed -i 's|security.debian.org|archive.debian.org/|g' /etc/apt/sources.list
+RUN sed -i '/stretch-updates/d' /etc/apt/sources.list
 RUN set -eux; apt-get update \
   && apt-get install -y --no-install-recommends \
     build-essential \