diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
new file mode 100644
index 0000000..12e6357
--- /dev/null
+++ b/.github/workflows/test.yml
@@ -0,0 +1,63 @@
+name: Test
+
+on: [push, pull_request]
+
+env:
+  FORCE_COLOR: 1
+
+jobs:
+  build:
+    runs-on: ${{ matrix.os }}
+    strategy:
+      fail-fast: false
+      matrix:
+        python-version: ["3.6", "3.7", "3.8", "3.9", "3.10-dev", "pypy3"]
+        os: [ubuntu-20.04]
+        include:
+          # Include new variables for Codecov
+          - { codecov-flag: GHA_Ubuntu2004, os: ubuntu-20.04 }
+
+    steps:
+      - uses: actions/checkout@v2
+
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v2
+        with:
+          python-version: ${{ matrix.python-version }}
+
+      - name: Get pip cache dir
+        id: pip-cache
+        run: |
+          echo "::set-output name=dir::$(pip cache dir)"
+
+      - name: Cache
+        uses: actions/cache@v2
+        with:
+          path: ${{ steps.pip-cache.outputs.dir }}
+          key:
+            ${{ matrix.os }}-${{ matrix.python-version }}-v3-${{
+            hashFiles('**/setup.py') }}
+          restore-keys: |
+            ${{ matrix.os }}-${{ matrix.python-version }}-v3-
+
+      - name: Install dependencies
+        run: |
+          python -m pip install -U pip
+          python -m pip install -U wheel
+          python -m pip install -U tox
+
+      - name: Tox tests
+        shell: bash
+        run: |
+          tox -e py
+        env:
+          PYLAST_API_KEY: ${{ secrets.PYLAST_API_KEY }}
+          PYLAST_API_SECRET: ${{ secrets.PYLAST_API_SECRET }}
+          PYLAST_PASSWORD_HASH: ${{ secrets.PYLAST_PASSWORD_HASH }}
+          PYLAST_USERNAME: ${{ secrets.PYLAST_USERNAME }}
+
+      - name: Upload coverage
+        uses: codecov/codecov-action@v1
+        with:
+          flags: ${{ matrix.codecov-flag }}
+          name: ${{ matrix.os }} Python ${{ matrix.python-version }}
diff --git a/tox.ini b/tox.ini
index 331d4ef..c19e202 100644
--- a/tox.ini
+++ b/tox.ini
@@ -3,11 +3,11 @@ envlist =
     py{py3, 310, 39, 38, 37, 36}
 
 [testenv]
-setenv =
-    PYLAST_API_KEY = {env:PYLAST_API_KEY:}
-    PYLAST_API_SECRET = {env:PYLAST_API_SECRET:}
-    PYLAST_PASSWORD_HASH = {env:PYLAST_PASSWORD_HASH:}
-    PYLAST_USERNAME = {env:PYLAST_USERNAME:}
+passenv =
+    PYLAST_API_KEY
+    PYLAST_API_SECRET
+    PYLAST_PASSWORD_HASH
+    PYLAST_USERNAME
 extras =
     tests
 commands =