diff --git a/bin/run-celery.sh b/bin/run-celery.sh
deleted file mode 100755
index e26d6d6..0000000
--- a/bin/run-celery.sh
+++ /dev/null
@@ -1,3 +0,0 @@
-#!/bin/bash
-
-celery -A db worker -B -l INFO
diff --git a/bin/run-web.sh b/bin/run-web.sh
deleted file mode 100755
index fc36c49..0000000
--- a/bin/run-web.sh
+++ /dev/null
@@ -1,7 +0,0 @@
-#!/bin/bash
-
-find ./staticfiles -mindepth 1 -not -name '.gitkeep'| xargs rm -rf
-./manage.py collectstatic --noinput
-./manage.py compress --force
-./manage.py migrate --noinput
-./manage.py runserver 0.0.0.0:8000
diff --git a/docker-compose.yml b/docker-compose.yml
index b14195f..f878951 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -1,41 +1,35 @@
-version: '3.1'
+version: '3.2'
 services:
   db:
-    image: mariadb:10.3
+    image: 'mariadb:10.3'
     environment:
-    - MYSQL_DATABASE=satnogsdb
-    - MYSQL_USER=satnogsdb
-    - MYSQL_PASSWORD=satnogsdb
-    - MYSQL_ROOT_PASSWORD=toor
+      MYSQL_DATABASE: 'satnogsdb'
+      MYSQL_USER: 'satnogsdb'
+      MYSQL_PASSWORD: 'satnogsdb'
+      MYSQL_ROOT_PASSWORD: 'toor'
   redis:
-    image: redis:3.2.8
+    image: 'redis:3.2.8'
   celery:
     build:
-      context: .
-      dockerfile: docker/dev
-    volumes:
-      - .:/app
+      context: '.'
     links:
-      - db
-      - redis
+      - 'db'
+      - 'redis'
     environment:
-      - DATABASE_URL=mysql://satnogsdb:satnogsdb@db/satnogsdb
-      - CELERY_BROKER_URL=redis://redis:6379/0
-      - CELERY_RESULT_BACKEND=redis://redis:6379/0
-    command:
-      ./bin/run-celery.sh
+      DATABASE_URL: 'mysql://satnogsdb:satnogsdb@db/satnogsdb'
+      CELERY_BROKER_URL: 'redis://redis:6379/0'
+      CELERY_RESULT_BACKEND: 'redis://redis:6379/0'
+    command: ["celery", "-A", "db", "worker", "-B", "-l", "INFO"]
   web:
     build:
-      context: .
-      dockerfile: docker/dev
+      context: '.'
     ports:
-      - "8000:8000"
-    volumes:
-      - .:/app
+      - '8000:8000'
     links:
-      - db
-      - redis
+      - 'db'
+      - 'redis'
     environment:
-      - DATABASE_URL=mysql://satnogsdb:satnogsdb@db/satnogsdb
-    command:
-      ./bin/run-web.sh
+      DATABASE_URL: 'mysql://satnogsdb:satnogsdb@db/satnogsdb'
+    command: ["djangoctl.sh", "develop", "/usr/local/src/satnogs-db"]
+    volumes:
+      - '.:/usr/local/src/satnogs-db'
diff --git a/docker/dev b/docker/dev
deleted file mode 100644
index 4a772d4..0000000
--- a/docker/dev
+++ /dev/null
@@ -1,15 +0,0 @@
-FROM centos:7
-RUN yum makecache
-RUN yum -y install epel-release
-RUN yum -y install python python-pip python-devel git gcc libjpeg-turbo-devel \
-                   libxml2-devel libxslt-devel mysql-devel mysql
-RUN yum -y clean all
-RUN pip install --upgrade pip
-
-COPY ./requirements.txt /tmp/requirements.txt
-COPY ./requirements-dev.txt /tmp/requirements-dev.txt
-RUN pip install --no-cache-dir --no-deps --ignore-installed -r /tmp/requirements-dev.txt
-
-WORKDIR /app
-EXPOSE 80
-CMD ["./bin/run-docker.sh"]
diff --git a/docs/installation-docker.rst b/docs/installation-docker.rst
index 5eeda2b..94380c3 100644
--- a/docs/installation-docker.rst
+++ b/docs/installation-docker.rst
@@ -6,34 +6,29 @@ Docker Installation
    You will need `docker <https://docs.docker.com/installation/#installation>`_ and `docker-compose <https://docs.docker.com/compose/install/>`_.
 
 
-#. **Build the containers**
+#. **Get the source code**
 
    Clone source code from the `repository <https://gitlab.com/librespacefoundation/satnogs/satnogs-db>`_::
 
      $ git clone https://gitlab.com/librespacefoundation/satnogs/satnogs-db.git
      $ cd satnogs-db
 
+#. **Configure settings**
+
    Set your environmental variables::
 
      $ cp env-dist .env
 
-   Start database containers::
-
-     $ docker-compose up -d db
-
-   Build satnogs-db container::
-
-     $ docker-compose build web
-
-   Run the initialize script to populate the database with scheme and demo data::
-
-    $ docker-compose run web python manage.py initialize
-
-
 #. **Run it!**
 
    Run satnogs-db::
 
-     $ docker-compose up
+     $ docker-compose up -d --build
+
+#. **Populate database**
+
+   Create, setup and populate the database with demo data::
+
+     $ docker-compose exec web djangoctl.sh initialize
 
    Your satnogs-db development instance is available in localhost:8000. Go hack!
diff --git a/docs/installation-virtualenv.rst b/docs/installation-virtualenv.rst
index f9d21f7..3b3e04c 100644
--- a/docs/installation-virtualenv.rst
+++ b/docs/installation-virtualenv.rst
@@ -1,44 +1,43 @@
 VirtualEnv Installation
 =======================
 
-Requirements: You will need python, python-virtualenvwrapper, pip and git
+#. **Requirements**
 
+   You will need python, python-virtualenvwrapper, pip and git
 
-#. **Build the environment**
+#. **Get the source code**
 
    Clone source code from the `repository <https://gitlab.com/librespacefoundation/satnogs/satnogs-db>`_::
 
      $ git clone https://gitlab.com/librespacefoundation/satnogs/satnogs-db.git
+     $ cd satnogs-db
+
+#. **Build the environment**
 
    Set up the virtual environment. On first run you should create it and link it to your project path.::
 
-     $ cd satnogs-db
      $ mkvirtualenv satnogs-db -a .
 
+#. **Configure settings**
+
    Set your environmental variables::
 
      $ cp env-dist .env
 
+#. **Run it!**
+
    Activate your python virtual environment::
 
      $ workon satnogs-db
 
-   Install local development requirements::
+   Just run it::
 
-     $ (satnogs-db)$ pip install -r requirements-dev.txt
+    (satnogs-db)$ ./bin/djangoctl.sh develop .
 
-
-#. **Database**
+#. **Populate database**
 
    Create, setup and populate the database with demo data::
 
-     (satnogs-db)$ ./manage.py initialize
+     (satnogs-db)$ ./bin/djangoctl.sh initialize
 
-
-#. **Run it!**
-
-  Just run it::
-
-    (satnogs-db)$ ./manage.py runserver
-
-  Your satnogs-db development instance is available in localhost:8000. Go hack!
+   Your satnogs-db development instance is available in localhost:8000. Go hack!