diff --git a/README.md b/README.md
index 0659c22..6d851f7 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,7 @@
 # Cloud Scanner
 
 [![Build Status](https://dev.azure.com/ethomson/cloud-scanner/_apis/build/status/ethomson.cloud-scanner-build?branchName=master)](https://dev.azure.com/ethomson/cloud-scanner/_build/latest?definitionId=72&branchName=master)
+[![PyPI](https://img.shields.io/pypi/v/cloud-scanner.svg)](https://pypi.org/project/cloud-scanner/)
 
 **Note:** this is a fork of the [Microsoft Cloud Scanner](https://github.com/Microsoft/cloud-scanner), originally built by the Microsoft Commercial Software Engineering team.  This project was forked for demonstration purposes only; please contribute changes back to the original project.
 
diff --git a/azure-pipelines.yml b/azure-pipelines.yml
new file mode 100644
index 0000000..99166bc
--- /dev/null
+++ b/azure-pipelines.yml
@@ -0,0 +1,32 @@
+# 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:
+    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
+    pytest
+  displayName: 'pytest'