diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml
new file mode 100644
index 000000000..cd2b366f0
--- /dev/null
+++ b/.github/workflows/test.yaml
@@ -0,0 +1,33 @@
+name: Kubernetes Python Client - Validation
+
+on: [ push, pull_request ]
+
+jobs:
+  build:
+
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: [2.7, 3.5, 3.6, 3.7, 3.8]
+
+    steps:
+    - uses: actions/checkout@v2
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v1
+      with:
+        python-version: ${{ matrix.python-version }}
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install -r requirements.txt
+    - name: Lint with flake8
+      run: |
+        pip install flake8
+        # stop the build if there are Python syntax errors or undefined names
+        flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
+        # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide
+        flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
+    - name: Install Tox and any other packages
+      run: pip install tox
+    - name: Run Tox
+      run: tox -e py  # Run tox using the version of Python in `PATH`