diff --git a/.github/workflows/docs.yaml b/.github/workflows/docs.yaml
index 9b2bb4e..d098261 100644
--- a/.github/workflows/docs.yaml
+++ b/.github/workflows/docs.yaml
@@ -10,6 +10,7 @@ on:
       - develop
     paths:
       - 'docs/**'
+      - '**.py'
       - '.github/workflows/docs.yaml'
 
 # Sets permissions of the GITHUB_TOKEN to allow deployment to GitHub Pages
@@ -27,6 +28,19 @@ jobs:
         with:
           docs-folder: "docs/"
           build-command: make html dirhtml
+      - name: Setup Python
+        uses: actions/setup-python@v4.7.0
+        with:
+          python-version: 3.11
+      - name: Install Python dependencies
+        run: pip install -qr cli/requirements.txt
+      - name: Generate coverage report
+        run: |
+          cd cli
+          coverage run -m unittest discover
+          coverage-badge -o coverage.svg
+          cd ..
+          sudo mv cli/coverage.svg docs/_build/dirhtml/_images/
       - uses: actions/upload-artifact@v3
         with:
           name: Documentation
diff --git a/.github/workflows/python-unit-tests.yaml b/.github/workflows/python-unit-tests.yaml
index 13a99bb..c99eea0 100644
--- a/.github/workflows/python-unit-tests.yaml
+++ b/.github/workflows/python-unit-tests.yaml
@@ -33,10 +33,4 @@ jobs:
             echo "Coverage is less than 65%"
             exit 1
           fi
-      # Add this
-      - name: Update Coverage Badge
-        # GitHub actions: default branch variable
-        # https://stackoverflow.com/questions/64781462/github-actions-default-branch-variable
-        if: github.ref == format('refs/heads/{0}', github.event.repository.default_branch)
-        uses: we-cli/coverage-badge-action@main
           
diff --git a/README.md b/README.md
index f566990..45ed44f 100644
--- a/README.md
+++ b/README.md
@@ -2,9 +2,9 @@
 
 ![tests](https://github.com/ls1intum/Aeolus/actions/workflows/docs.yaml/badge.svg)
 ![tests](https://github.com/ls1intum/Aeolus/actions/workflows/python-unit-tests.yaml/badge.svg)
+![coverage](https://ls1intum.github.io/Aeolus/_images/coverage.svg)
 ![containers](https://github.com/ls1intum/Aeolus/actions/workflows/build-and-push.yaml/badge.svg)
 ![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)
-![coverage](https://github.com/ls1intum/Aeolus/badges/coverage.svg)
 
 On how to use Aeolus, please refer to the [documentation](https://ls1intum.github.io/Aeolus/).
 
diff --git a/playground/package-lock.json b/playground/package-lock.json
index ded2204..47d14e9 100644
--- a/playground/package-lock.json
+++ b/playground/package-lock.json
@@ -9797,9 +9797,9 @@
       "dev": true
     },
     "node_modules/follow-redirects": {
-      "version": "1.15.4",
-      "resolved": "https://registry.npmjs.org/follow-redirects/-/follow-redirects-1.15.4.tgz",
-      "integrity": "sha512-Cr4D/5wlrb0z9dgERpUL3LrmPKVDsETIJhaCMeDfuFYcqa5bldGV6wBsAN6X/vxlXQtFBMrXdXxdL8CbDTGniw==",
+      "version": "1.15.6",
+      "resolved": "https://registry.npmjs.org/follow-redirects/-/follow-redirects-1.15.6.tgz",
+      "integrity": "sha512-wWN62YITEaOpSK584EZXJafH1AGpO8RVgElfkuXbTOrPX4fIfOyEpW/CsiNd8JdYrAoOvafRTOEnvsO++qCqFA==",
       "dev": true,
       "funding": [
         {