diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
new file mode 100644
index 0000000000000000000000000000000000000000..19ba48a6f44a04c865e15558f87b5b97151ac3fb
--- /dev/null
+++ b/.gitlab-ci.yml
@@ -0,0 +1,39 @@
+stages:
+  - test
+  - build
+
+variables:
+  DEBIAN_FRONTEND: noninteractive
+  CONTAINER_IMAGE: registry.git.mpib-berlin.mpg.de/castellum/rms_bridge
+
+test:
+  stage: test
+  image: buildpack-deps
+  before_script:
+    - apt-get update -q && apt-get install -y -qq python3-pip
+    - pip3 install -r requirements.txt flake8
+  script:
+    - flake8
+
+build:
+  stage: build
+  image: docker
+  services:
+    - docker:dind
+  before_script:
+    - docker login -u gitlab-ci-token -p $CI_JOB_TOKEN registry.git.mpib-berlin.mpg.de
+    - docker pull $CONTAINER_IMAGE:latest || true
+  script:
+    - docker build --cache-from $CONTAINER_IMAGE:latest -t $CONTAINER_IMAGE:$CI_COMMIT_REF_NAME .
+  after_script:
+    - >
+      if [ "$CI_COMMIT_REF_NAME" == "main" ]; then
+        docker tag $CONTAINER_IMAGE:$CI_COMMIT_REF_NAME $CONTAINER_IMAGE:latest
+        docker push $CONTAINER_IMAGE:latest
+      fi
+    - >
+      if [ -n "$CI_COMMIT_TAG" ]; then
+        docker tag $CONTAINER_IMAGE:$CI_COMMIT_REF_NAME $CONTAINER_IMAGE:stable
+        docker push $CONTAINER_IMAGE:$CI_COMMIT_REF_NAME
+        docker push $CONTAINER_IMAGE:stable
+      fi
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000000000000000000000000000000000000..cec77a513bdd6523d1cbffb7cc4df2d53ff92f74
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,12 @@
+FROM buildpack-deps:20.04
+
+ENV DEBIAN_FRONTEND noninteractive
+
+RUN adduser --disabled-login --gecos '' uwsgi
+RUN apt-get update -q && apt-get install -y -qq python3-pip python3-wheel uwsgi uwsgi-plugin-python3
+
+WORKDIR code/
+COPY rms_bridge.py requirements.txt uwsgi.ini LICENSE ./
+RUN pip3 install -r requirements.txt
+
+CMD uwsgi uwsgi.ini --die-on-term
diff --git a/uwsgi.ini b/uwsgi.ini
new file mode 100644
index 0000000000000000000000000000000000000000..8b3d37ce5b312a9254bc4c8607246cbb30e5cbf5
--- /dev/null
+++ b/uwsgi.ini
@@ -0,0 +1,10 @@
+[uwsgi]
+master = true
+uid=uwsgi
+threads = 4
+protocol=http
+socket = :5000
+
+plugin=python3
+wsgi-file = rms_bridge.py
+callable = app