diff --git a/Dockerfile b/Dockerfile
index cca5777d..c4f7b3f7 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,13 +1,20 @@
-FROM python:3.4-wheezy
+FROM python:3.4
+ENV PYTHONUNBUFFERED 1
+ENV PYTHONPATH /code:$PYTHONPATH
+# runtime dependencies
+RUN apt-get update && apt-get install -y --no-install-recommends \
+    python3-dev \
+    libxml2-dev \
+    libxslt1-dev \ 
+    zlib1g-dev \
+    libffi-dev \ 
+    && rm -rf /var/lib/apt/lists/*
 
-VOLUME ["/opt/code"]
-
-RUN apt-get update && apt-get install -y apt-utils cmake gcc make tk-dev libjpeg-dev zlib1g-dev libtiff5-dev libfreetype6-dev liblcms2-dev libwebp-dev libtk-img-doc libopenjpeg-dev
-
-ADD ./scripts/install-openjpeg.sh /tmp/
-RUN /tmp/install-openjpeg.sh
-
-COPY ./scripts/webcli.py /webcli
-
-CMD [ "/bin/bash" ]
-EXPOSE 8000
+RUN mkdir /code
+WORKDIR /code
+# update pip (to use wheels)
+RUN wget -O - https://bootstrap.pypa.io/get-pip.py | python3
+COPY dev_requirements.txt /code
+COPY requirements.txt /code
+RUN pip install -r dev_requirements.txt
+COPY . /code/
diff --git a/docker-compose.yml b/docker-compose.yml
index 73d98d6e..92111b29 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -2,35 +2,31 @@ version: '2'
 
 volumes:
   pgdata:
-  redisdata:
 
 services:
-  web:
-      build: .
-      command: python3 manage.py runserver 0.0.0.0:8000
-      volumes:
-          - .:/code
-      ports:
-          - "8000:8000"
-      env_file: .env
-      links:
-        - postgres
-        - redis
-
   postgres:
       restart: always
-      image: postgres:latest
+      image: postgres:9.4.4
       ports:
-        - "5432:5433"
+        - "5432:5432"
       volumes:
         - pgdata:/var/lib/postgresql/data/
+      environment:
+        - POSTGRES_PASSWORD=secret
 
-  redis:
-      restart: always
-      image: redis:latest
-      ports:
-        - "6379:6379"
+  web:
+      build: .
+      command: python3 manage.py runserver 0.0.0.0:8000
       volumes:
-        - redisdata:/data
-
-
+        - .:/code
+      ports:
+        - "8000:8000"
+      links:
+        - postgres
+      depends_on:
+        - postgres
+      environment:
+        - DB_USER=postgres
+        - DB_NAME=postgres
+        - DB_PASS=secret
+        - DB_SERVICE=postgres
diff --git a/initialize.sh b/initialize.sh
index ff7776b2..6ffece75 100755
--- a/initialize.sh
+++ b/initialize.sh
@@ -1,3 +1,3 @@
 #!/bin/bash
 python3 manage.py migrate
-python3 manage.py loaddata fixtures/initial_data.json
+python3 manage.py createsuperuser
diff --git a/pyarweb/settings.py b/pyarweb/settings.py
index 7abd830a..7867aeb7 100644
--- a/pyarweb/settings.py
+++ b/pyarweb/settings.py
@@ -26,7 +26,7 @@
 # Sites framework
 SITE_ID = 1
 
-ALLOWED_HOSTS = []
+ALLOWED_HOSTS = ['*']
 
 # Django registration
 # https://django-registration.readthedocs.org/en/latest/quickstart.html
diff --git a/scripts/install-openjpeg.sh b/scripts/install-openjpeg.sh
deleted file mode 100755
index 466facf3..00000000
--- a/scripts/install-openjpeg.sh
+++ /dev/null
@@ -1,32 +0,0 @@
-#!/bin/bash
-# install openjpeg
-
-if [ "$(id -u)" != "0" ]; then
-   echo "This script must be run as root" 1>&2
-   exit 1
-fi
-
-command -v wget >/dev/null 2>&1 || { echo >&2 "I require wget but it's not installed.  Aborting."; exit 1; }
-
-CURDIR=`pwd`
-
-cd /tmp
-
-if [ ! -f openjpeg-2.1.0.tar.gz ]; then
-    wget 'http://iweb.dl.sourceforge.net/project/openjpeg.mirror/2.1.0/openjpeg-2.1.0.tar.gz'
-
-fi
-
-if [ ! -d openjpeg-2.1.0 ]; then
-    rm -r openjpeg-2.1.0
-fi
-
-tar -xvzf openjpeg-2.1.0.tar.gz
-
-pushd openjpeg-2.1.0
-
-cmake -DCMAKE_INSTALL_PREFIX=/usr . && make -j4 && make install
-
-popd
-
-cd $CURDIR
diff --git a/scripts/webcli.py b/scripts/webcli.py
deleted file mode 100755
index 03f29333..00000000
--- a/scripts/webcli.py
+++ /dev/null
@@ -1,76 +0,0 @@
-#!/usr/bin/env python3
-
-import os
-import argparse
-
-
-CONTAINER_NAME = 'pyar'
-
-
-parser = argparse.ArgumentParser(
-    prog='webcmd',
-    description='Helper to start a Pyarweb development instance.')
-
-parser.add_argument(
-    '--build-image',
-    action='store_true',
-    help='Build PyAr web docker image')
-
-parser.add_argument(
-    '--run-container',
-    action='store_true',
-    help='Build PyAr web docker image')
-
-parser.add_argument(
-    '--del-container',
-    action='store_true',
-    help='Removes PyAr web container')
-
-parser.add_argument(
-    '--shell',
-    action='store_true',
-    help='Exec a bash interpreter on a running container')
-
-
-def build():
-    """Run docker build, then docker run."""
-    curdir = os.path.abspath(os.path.curdir)
-    dockerfile = os.path.join(curdir, 'Dockerfile')
-    assert os.path.isfile(dockerfile), "{} file not found.".format(dockerfile)
-
-    cmd = "docker build -t pyarweb/django ."
-    os.system(cmd)
-
-
-def run():
-    """Run docker run to create a container from pyarweb/django image."""
-    curdir = os.path.abspath(os.path.curdir)
-    dockerfile = os.path.join(curdir, 'Dockerfile')
-    assert os.path.isfile(dockerfile), "{} file not found.".format(dockerfile)
-
-    cmd = "docker run -it -v {}:/opt/code -p 8000:8000 --name {} pyarweb/django".format(
-        curdir, CONTAINER_NAME)
-    os.system(cmd)
-
-
-def delete_container():
-    """Removes PyAr ."""
-    cmd = "docker rm {}".format(CONTAINER_NAME)
-    os.system(cmd)
-
-
-def shell():
-    """Get a bash shell in docker container."""
-    cmd = "docker exec -it {} /bin/bash".format(CONTAINER_NAME)
-    os.system(cmd)
-
-
-args = parser.parse_args()
-if args.build_image:
-    build()
-elif args.run_container:
-    run()
-elif args.shell:
-    shell()
-elif args.del_container:
-    delete_container()