diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
new file mode 100644
index 0000000..5e7cfa6
--- /dev/null
+++ b/.gitlab-ci.yml
@@ -0,0 +1,22 @@
+before_script:
+  - apt-get update -qq
+  - apt-get install -y python python3
+  - curl -O https://bootstrap.pypa.io/get-pip.py
+  - python get-pip.py
+  - pip install -r dev-requirements.txt
+
+python2:
+  script:
+    - tox -e py27
+
+python3:
+  script:
+    - tox --skip-missing-interpreters -e py34,py35
+
+linters:
+  script:
+    - tox -e linters
+
+docs:
+  script:
+    - tox -e docs
diff --git a/tox.ini b/tox.ini
index 58e7072..658bf18 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,6 +1,6 @@
 [tox]
 minversion=2.3.1
-envlist = py27,py33,py34,py35,flake8
+envlist = py27,py33,py34,py35,flake8,linters,docs
 
 [testenv]
 deps =