diff --git a/README.md b/README.md
index 068a76fd5..04feda8a6 100644
--- a/README.md
+++ b/README.md
@@ -1,3 +1,5 @@
+[![Build Status](https://dev.azure.com/vijaynag07/PipelineDemo/_apis/build/status/VijayNag.python-sample-vscode-flask-tutorial?branchName=master)](https://dev.azure.com/vijaynag07/PipelineDemo/_build/latest?definitionId=1&branchName=master)
+
 # Python/Flask Tutorial for Visual Studio Code
 
 * This sample contains the completed program from the tutorial, make sure to visit the link: [Using Flask in Visual Studio Code](https://code.visualstudio.com/docs/python/tutorial-flask). Intermediate steps are not included.
diff --git a/azure-pipelines.yml b/azure-pipelines.yml
new file mode 100644
index 000000000..6f401c616
--- /dev/null
+++ b/azure-pipelines.yml
@@ -0,0 +1,36 @@
+# 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:
+    Python27:
+      python.version: '2.7'
+    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
+    pytest
+  displayName: 'pytest'