diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index ab69847..ced3ccf 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -12,9 +12,26 @@ on:
 jobs:
   test:
     runs-on: ubuntu-latest
+
     strategy:
       matrix:
-        python-version: ['3.8', '3.9', '3.10', '3.11']
+        python-version: ["py38", "py39", "py310", "py311", "py312"]
+
+    steps:
+    - name: Checkout repository
+      uses: actions/checkout@v3
+
+    - name: Build Docker image
+      run: docker build -t app .
+
+    - name: Run pytest inside Docker container
+      run: |
+        docker run \
+          -v ./:/app \
+          -w /app \
+          app:latest \
+          MILAN_CI_TEST=1 \
+          tox -e py${{ matrix.python-version }}
 
     steps:
     - uses: actions/checkout@v4
@@ -23,26 +40,26 @@ jobs:
       with:
         python-version: ${{ matrix.python-version }}
 
-    - name: Install dependencies
-      run: |
-        sudo apt-get install -y
-        pip install --upgrade setuptools tox
-        pip install .[test]
-        python -m playwright install-deps
-        python -m playwright install
-
-    - name: Run Tox
-      env:
-        MILAN_CI_TEST: 1
-      run: tox -e py
-
-    - name: Upload coverage to Codecov
-      uses: codecov/codecov-action@v4
-      with:
-        file: ./coverage.xml
+#   - name: Install dependencies
+#     run: |
+#       sudo apt-get install -y
+#       pip install --upgrade setuptools tox
+#       pip install .[test]
+#       python -m playwright install-deps
+#       python -m playwright install
+
+#   - name: Run Tox
+#     env:
+#       MILAN_CI_TEST: 1
+#     run: tox -e py
+
+#   - name: Upload coverage to Codecov
+#     uses: codecov/codecov-action@v4
+#     with:
+#       file: ./coverage.xml
 
     - name: Upload artifacts to GitHub
       uses: actions/upload-artifact@v4
       with:
-        name: python-${{ matrix.python-version }}-artifacts
+        name: ${{ matrix.python-version }}-artifacts
         path: artifacts