diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
new file mode 100644
index 00000000..f420a9f5
--- /dev/null
+++ b/.gitlab-ci.yml
@@ -0,0 +1,40 @@
+services:
+    - mysql:latest
+    - redis:latest
+
+variables:
+    # GestioCOF settings
+    DJANGO_SETTINGS_MODULE: "cof.settings_dev"
+    DBNAME: "cof_gestion"
+    DBUSER: "cof_gestion"
+    DBPASSWD: "cof_password"
+    DBHOST: "mysql"
+    REDIS_HOST: "redis"
+
+    # Cached packages
+    PYTHONPATH: "$CI_PROJECT_DIR/vendor/python"
+
+    # mysql service configuration
+    MYSQL_DATABASE: "$DBNAME"
+    MYSQL_USER: "$DBUSER"
+    MYSQL_PASSWORD: "$DBPASSWD"
+    MYSQL_ROOT_PASSWORD: "root_password"
+
+
+cache:
+    paths:
+        - vendor/python
+        - vendor/pip
+        - vendor/apt
+
+before_script:
+    - mkdir -p vendor/{python,pip,apt}
+    - apt-get update -q && apt-get -o dir::cache::archives="vendor/apt" install -yqq mysql-client
+    - mysql --user=root --password="$MYSQL_ROOT_PASSWORD" --host="$DBHOST"
+        -e "GRANT ALL ON test_$DBNAME.* TO '$DBUSER'@'%'"
+    - pip install --cache-dir vendor/pip -t vendor/python -r requirements-devel.txt
+
+test:
+    stage: test
+    script:
+        - python manage.py test
diff --git a/cof/settings_dev.py b/cof/settings_dev.py
index 6747963b..1c3476dd 100644
--- a/cof/settings_dev.py
+++ b/cof/settings_dev.py
@@ -98,6 +98,7 @@ DATABASES = {
         'NAME': os.environ['DBNAME'],
         'USER': os.environ['DBUSER'],
         'PASSWORD': os.environ['DBPASSWD'],
+        'HOST': os.environ.get('DBHOST', 'localhost'),
     }
 }
 
@@ -179,7 +180,7 @@ CHANNEL_LAYERS = {
     "default": {
         "BACKEND": "asgi_redis.RedisChannelLayer",
         "CONFIG": {
-            "hosts": [("localhost", 6379)],
+            "hosts": [(os.environ.get("REDIS_HOST", "localhost"), 6379)],
         },
         "ROUTING": "cof.routing.channel_routing",
     }
diff --git a/requirements-devel.txt b/requirements-devel.txt
index dc8dbc45..425dfc36 100644
--- a/requirements-devel.txt
+++ b/requirements-devel.txt
@@ -1,2 +1,3 @@
+-r requirements.txt
 django-debug-toolbar
 ipython