diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
new file mode 100644
index 0000000..bb1718e
--- /dev/null
+++ b/.github/workflows/test.yml
@@ -0,0 +1,35 @@
+name: test
+on: [push]
+jobs:
+  test:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: [2.7, 3.5, 3.6, 3.7, 3.8]
+        django-version: [1.11, 2.0, 2.1, 2.2, 3.0]
+        exclude:
+          # Python 2.7 is only compatible with Django 1.11
+          - python-version: 2.7
+            django-version: 2.0
+          - python-version: 2.7
+            django-version: 2.1
+          - python-version: 2.7
+            django-version: 2.2
+          - python-version: 2.7
+            django-version: 3.0
+          # Python 3.5 is compatible with Django 1.11 to 2.2 but not 3.0
+          - python-version: 3.5
+            django-version: 3.0
+      fail-fast: false
+    steps:
+      - uses: actions/checkout@v1
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v1
+        with:
+          python-version: ${{ matrix.python-version }}
+      - name: Run Tests
+        run: |
+          echo "${{ matrix.python-version }} -> ${{ matrix.django-version }}"
+          pip install -U pip
+          pip install "Django~=${{ matrix.django-version }}.0" .
+          python test_dj_database_url.py
diff --git a/.gitignore b/.gitignore
index ca5c13b..7b49b47 100644
--- a/.gitignore
+++ b/.gitignore
@@ -53,3 +53,4 @@ docs/_build/
 
 # Virtualenv
 env/
+.vscode/