diff --git a/azure-pipelines.yml b/azure-pipelines.yml
new file mode 100644
index 000000000..00356100b
--- /dev/null
+++ b/azure-pipelines.yml
@@ -0,0 +1,34 @@
+# Python package
+# Create and test a Python package on multiple Python versions.
+# Add steps that analyze code, save the dist with the build record, publish to a PyPI-compatible index, and more:
+# https://docs.microsoft.com/azure/devops/pipelines/languages/python
+
+trigger:
+- master
+
+pool:
+  vmImage: 'ubuntu-latest'
+strategy:
+  matrix:
+    Python35:
+      python.version: '3.5'
+    Python36:
+      python.version: '3.6'
+    Python37:
+      python.version: '3.7'
+
+steps:
+- task: UsePythonVersion@0
+  inputs:
+    versionSpec: '$(python.version)'
+  displayName: 'Use Python $(python.version)'
+
+- script: |
+    python -m pip install --upgrade pip
+    pip install -r requirements.txt
+  displayName: 'Install dependencies'
+
+- script: |
+    pip install pytest pytest-azurepipelines
+    python -m pytest
+  displayName: 'pytest'
diff --git a/requirements.txt b/requirements.txt
index 012c5f6ee..236b10999 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -4,3 +4,5 @@ itsdangerous==0.24
 Jinja2==2.10
 MarkupSafe==1.0
 Werkzeug==0.15.3
+pytest==5.3.5
+pytest-cov==2.8.1