diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
new file mode 100644
index 0000000..06638ca
--- /dev/null
+++ b/.gitlab-ci.yml
@@ -0,0 +1,19 @@
+image: python:2.7.12-slim
+
+before_script:
+  - bash ci-scripts/before.sh
+
+variables:
+  COVERAGE_FILE: .coverage
+  ONE_AUTH: "/tmp/test-one-auth"
+  ONE_XMLRPC: "http://localhost:2633/RPC2"
+
+pytest:
+  stage: test
+  script:
+    -  python setup.py test
+  tags:
+    - docker
+
+after_script:
+  - bash ci-scripts/after.sh
diff --git a/README.md b/README.md
index 8ec6a4e..b4b7f45 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,8 @@
 # OneDNS
+
+[![build status](https://gitlab-int.rc.fas.harvard.edu/ops/one-dns/badges/master/build.svg)](https://gitlab-int.rc.fas.harvard.edu/ops/one-dns/commits/master)
+[![coverage report](https://gitlab-int.rc.fas.harvard.edu/ops/one-dns/badges/master/coverage.svg)](https://gitlab-int.rc.fas.harvard.edu/ops/one-dns/commits/master)
+
 Dyanmic DNS for OpenNebula
 
 ## Usage
diff --git a/ci-scripts/after.sh b/ci-scripts/after.sh
new file mode 100644
index 0000000..e31426f
--- /dev/null
+++ b/ci-scripts/after.sh
@@ -0,0 +1,2 @@
+#!/bin/bash
+coverage report
diff --git a/ci-scripts/before.sh b/ci-scripts/before.sh
new file mode 100644
index 0000000..6b73091
--- /dev/null
+++ b/ci-scripts/before.sh
@@ -0,0 +1,5 @@
+#!/bin/bash
+echo 'someuser:sometoken' > ${ONE_AUTH}
+pip install -r requirements.txt
+pip install -r test-requirements.txt
+coverage erase
diff --git a/setup.py b/setup.py
index 593ea91..43f0290 100644
--- a/setup.py
+++ b/setup.py
@@ -29,9 +29,9 @@ setup(
         'pytest-runner>=2.9'
     ],
     tests_require=[
-        "pytest>=2.9.2",
-        "pytest-cov>=2.3.0",
-        "pytest-flake8>=0.6",
+        "pytest>=3.0.3",
+        "pytest-cov>=2.4.0",
+        "pytest-flake8>=0.7",
         "testfixtures>=4.10.0",
         "vcrpy>=1.9.0",
         "mock>=2.0.0",
diff --git a/test-requirements.txt b/test-requirements.txt
new file mode 100644
index 0000000..316cc80
--- /dev/null
+++ b/test-requirements.txt
@@ -0,0 +1,8 @@
+pytest==3.0.3
+pytest-cov==2.4.0
+pytest-flake8==0.7
+testfixtures==4.10.0
+vcrpy==1.9.0
+mock==2.0.0
+Flask==0.11.1
+Flask-RESTful==0.3.5