diff --git a/.dockerignore b/.dockerignore
new file mode 100644
index 000000000..ac3ce9c2f
--- /dev/null
+++ b/.dockerignore
@@ -0,0 +1,11 @@
+build
+dist
+frontend/node_modules
+modoboa.egg-info
+
+.tox
+
+**/.python-version
+**/__pycache__
+**/*.pyc
+**/.ropeproject
diff --git a/Dockerfile.dev b/Dockerfile.dev
new file mode 100644
index 000000000..2621f68d3
--- /dev/null
+++ b/Dockerfile.dev
@@ -0,0 +1,14 @@
+FROM python:3.6-alpine
+
+MAINTAINER Antoine Nguyen <tonio@ngyn.org>
+
+RUN apk add --update python3-dev libffi-dev gcc musl-dev libxml2-dev libxslt-dev \
+    libressl-dev jpeg-dev \
+    && rm -rf /var/cache/apk/*
+
+WORKDIR /tmp
+COPY requirements.txt /tmp
+RUN pip install -r requirements.txt
+
+RUN mkdir /code
+WORKDIR /code
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 000000000..5630bfb11
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,18 @@
+version: '3'
+
+services:
+  web:
+    build:
+      context: .
+      dockerfile: Dockerfile.dev
+    expose:
+      - "8000"
+    ports:
+      - "8000:8000"
+    environment:
+      PYTHONPATH: ".."
+      DB: "SQLITE"
+      DEBUG: "True"
+    command: sh -c "cd test_project && python3 manage.py migrate && python3 manage.py load_initial_data && python3 manage.py runserver 0:8000"
+    volumes:
+      - .:/code
diff --git a/test_project/modoboa.db b/test_project/modoboa.db
new file mode 100644
index 000000000..a8562b826
Binary files /dev/null and b/test_project/modoboa.db differ
diff --git a/test_project/test_project/settings.py b/test_project/test_project/settings.py
index 9b5f0e166..364b38f22 100644
--- a/test_project/test_project/settings.py
+++ b/test_project/test_project/settings.py
@@ -30,8 +30,6 @@ SECRET_KEY = "!8o(-dbbl3e+*bh7nx-^xysdt)1gso*%@4ze4-9_9o+i&amp;t--u_"
 # SECURITY WARNING: don't run with debug turned on in production!
 DEBUG = "DEBUG" in os.environ
 
-TEMPLATE_DEBUG = DEBUG
-
 ALLOWED_HOSTS = [
     "127.0.0.1",
     "localhost",
@@ -122,7 +120,7 @@ TEMPLATES = [
                 "django.contrib.messages.context_processors.messages",
                 "modoboa.core.context_processors.top_notifications",
             ],
-            "debug": TEMPLATE_DEBUG,
+            "debug": DEBUG,
         },
     },
 ]