diff --git a/.travis.yml b/.travis.yml
index 701bc097..b548b923 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -6,12 +6,22 @@ services:
   - docker
 
 language: python
+
 python: 3.5
+
 env:
     - TOX_ENV=py27
     - TOX_ENV=py34
     - TOX_ENV=py35
 
+before_install:
+  - sudo apt-get update
+  - sudo apt-get install -y -o Dpkg::Options::="--force-confdef" -o Dpkg::Options::="--force-confold" docker-engine=1.10.1-0~trusty
+  - sudo rm /usr/local/bin/docker-compose
+  - curl -L https://github.com/docker/compose/releases/download/1.6.0/docker-compose-`uname -s`-`uname -m` > docker-compose
+  - chmod +x docker-compose
+  - sudo mv docker-compose /usr/local/bin
+
 script:
     - tox -e $TOX_ENV
     - sh tests/test_docker.sh
diff --git a/{{cookiecutter.repo_name}}/dev.yml b/{{cookiecutter.repo_name}}/dev.yml
index d018f7cd..29b2a9ff 100644
--- a/{{cookiecutter.repo_name}}/dev.yml
+++ b/{{cookiecutter.repo_name}}/dev.yml
@@ -1,17 +1,22 @@
-postgres:
-  image: postgres:9.5
-  volumes:
-    # If you are using boot2docker, postgres data has to live in the VM for now until #581 is fixed
-    # for more info see here: https://github.com/boot2docker/boot2docker/issues/581
-    - /data/dev/{{cookiecutter.repo_name}}/postgres:/var/lib/postgresql/data
+version: '2'
+services:
+  postgres:
+    image: postgres:9.5
+    volumes:
+      # If you are using boot2docker, postgres data has to live in the VM for now until #581 is fixed
+      # for more info see here: https://github.com/boot2docker/boot2docker/issues/581
+      - /data/dev/{{cookiecutter.repo_name}}/postgres:/var/lib/postgresql/data
 
-django:
-  dockerfile: Dockerfile-dev
-  build: .
-  command: python /app/manage.py runserver_plus 0.0.0.0:8000
-  volumes:
-    - .:/app
-  ports:
-    - "8000:8000"
-  links:
-    - postgres
+  django:
+    build:
+      context: .
+      dockerfile: Dockerfile-dev
+    command: python /app/manage.py runserver_plus 0.0.0.0:8000
+    depends_on:
+      - postgres
+    volumes:
+      - .:/app
+    ports:
+      - "8000:8000"
+    links:
+      - postgres
diff --git a/{{cookiecutter.repo_name}}/docker-compose.yml b/{{cookiecutter.repo_name}}/docker-compose.yml
index dc681037..13b65e66 100644
--- a/{{cookiecutter.repo_name}}/docker-compose.yml
+++ b/{{cookiecutter.repo_name}}/docker-compose.yml
@@ -1,43 +1,57 @@
-postgres:
-  image: postgres:9.5
-  volumes:
-    - /data/{{cookiecutter.repo_name}}/postgres:/var/lib/postgresql/data
-  env_file: .env
+version: '2'
+services:
+  postgres:
+    image: postgres:9.5
+    volumes:
+      - /data/{{cookiecutter.repo_name}}/postgres:/var/lib/postgresql/data
+    env_file: .env
 
-django:
-  build: .
-  user: django
-  links:
-    - postgres
-    - redis
-  command: /gunicorn.sh
-  env_file: .env
+  django:
+    build:
+      context: .
+    user: django
+    links:
+      - postgres
+      - redis
+    command: /gunicorn.sh
+    env_file: .env
+    depends_on:
+      - postgres
+      - redis
 
-nginx:
-  build: ./compose/nginx
-  links:
-    - django
-  ports:
-    - "0.0.0.0:80:80"
+  nginx:
+    build: ./compose/nginx
+    links:
+      - django
+    ports:
+      - "0.0.0.0:80:80"
 
-redis:
-  image: redis:3.0
-{% if cookiecutter.use_celery == 'y' %}
-celeryworker:
-  build: .
-  user: django
-  env_file: .env
-  links:
-   - postgres
-   - redis
-  command: celery -A {{cookiecutter.repo_name}}.taskapp worker -l INFO
+  redis:
+    image: redis:3.0
+  {% if cookiecutter.use_celery == 'y' %}
+  celeryworker:
+    build:
+      context: .
+    user: django
+    env_file: .env
+    links:
+     - postgres
+     - redis
+    command: celery -A {{cookiecutter.repo_name}}.taskapp worker -l INFO
+    depends_on:
+      - postgres
+      - redis
 
-celerybeat:
-  build: .
-  user: django
-  env_file: .env
-  links:
-    - postgres
-    - redis
-  command: celery -A {{cookiecutter.repo_name}}.taskapp beat -l INFO
-{% endif %}
+  celerybeat:
+    build:
+      context: .
+    user: django
+    env_file: .env
+    links:
+      - postgres
+      - redis
+    command: celery -A {{cookiecutter.repo_name}}.taskapp beat -l INFO
+    depends_on:
+      - postgres
+      - redis
+  {% endif %}