diff --git a/.github/workflows/python-app.yml b/.github/workflows/python-app.yml
index ba9a15f..a1e4f52 100644
--- a/.github/workflows/python-app.yml
+++ b/.github/workflows/python-app.yml
@@ -1,7 +1,4 @@
-# This workflow will install Python dependencies, run tests and lint with a single version of Python
-# For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-python
-
-name: Python application
+name: Python Application CI
 
 on:
   push:
@@ -13,24 +10,24 @@ permissions:
   contents: read
 
 jobs:
-  build:
+  test:
 
     runs-on: ubuntu-latest
 
     steps:
+    # Checkout the repository
     - uses: actions/checkout@v4
-    - name: Set up Python 3.10
-      uses: actions/setup-python@v3
-      with:
-        python-version: "3.10"
-    - name: Install dependencies
+
+    # Set up Docker
+    - name: Set up Docker
+      uses: docker/setup-buildx-action@v2
+
+    # Build the Docker image
+    - name: Build Docker Image
       run: |
-        python -m pip install --upgrade pip
-        pip install flake8
-        if [ -f requirements.txt ]; then pip install -r requirements.txt; fi
-    - name: Lint with flake8
+        docker build -t plugin-cmv .
+
+    # Run tests inside the Docker container
+    - name: Run Tests
       run: |
-        # 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
+        docker run --rm plugin-cmv pytest /app/test_app.py