diff --git a/.github/workflows/test-docs.yml b/.github/workflows/test-docs.yml
new file mode 100644
index 0000000..7c9b7ba
--- /dev/null
+++ b/.github/workflows/test-docs.yml
@@ -0,0 +1,26 @@
+name: Documentation Build Check
+on:
+  pull_request:
+
+permissions:
+  contents: write
+
+jobs:
+  check-docs:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      - uses: actions/setup-python@v4
+        with:
+          python-version: 3.x
+
+      - name: Install dependencies
+        run: |
+          pip install -r requirements.txt
+
+      - name: Test documentation build
+        run: |
+          mkdocs build --strict --site-dir test
diff --git a/docs/examples/index.md b/docs/examples/index.md
index 349ac37..0cfcbe7 100644
--- a/docs/examples/index.md
+++ b/docs/examples/index.md
@@ -10,5 +10,5 @@ Here you will find a list of examples of using VTT's Quantum computers. Addition
 ## General
 * [Introduction to Helmi with Qiskit](intro-to-helmi-qiskit.ipynb)
 * [Introduction to Helmi with Cirq](intro-to-helmi-cirq.ipynb)
-* [Visualizing Quality Metrics](visualize_quality_metrics.ipynb)
+* [Visualizing Quality Metrics](visualize-quality-metrics.ipynb)
 * [Advanced Helmi Usage with Qiskit](advanced-helmi.ipynb)
diff --git a/mkdocs.yml b/mkdocs.yml
index 90f9405..ac4af2c 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -14,7 +14,7 @@ nav:
     - examples/index.md
     - Introduction to Helmi with Qiskit: examples/intro-to-helmi-qiskit.ipynb
     - Introduction to Helmi with Cirq: examples/intro-to-helmi-cirq.ipynb
-    - Visualizing Quality Metrics: examples/visualize_quality_metrics.ipynb
+    - Visualizing Quality Metrics: examples/visualize-quality-metrics.ipynb
     - Advanced Helmi usage with Qiskit: examples/advanced-helmi.ipynb
   - Running on Helmi: running.md
   - Limitations: limitations.md