diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index 182c3f95..de80d4e6 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -17,8 +17,12 @@ jobs:
           fetch-depth: 0 # Fetch the full history
           ref: ${{ github.ref }} # Check out the current branch or tag
 
-      - name: Fetch tags only
-        run: git fetch --tags --no-recurse-submodules
+      - name: Fetch version tags only (vx.y.z)
+        run: |
+          TAGS=$(git ls-remote --tags origin 'v*[0-9].[0-9].[0-9]' | sed 's/.*refs\/tags\///' | grep -E '^v[0-9]+\.[0-9]+\.[0-9]+$')
+          for tag in $TAGS; do
+            git fetch origin "refs/tags/$tag:refs/tags/$tag" --no-recurse-submodules
+          done
 
       - name: Set up Python
         uses: actions/setup-python@v4
@@ -33,12 +37,12 @@ jobs:
       - name: Build documentation
         run: uv run sphinx-multiversion docs/source docs/build/html --keep-going --no-color
 
-      - name: Get the latest tag
+      - name: Get the latest stable tag
         run: |
           # Fetch all tags
           git fetch --tags
-          # Get the latest tag
-          latest_tag=$(git tag --sort=-creatordate | head -n 1)
+          # Get the latest stable tag
+          latest_tag=$(git tag --sort=-creatordate | grep -E '^v[0-9]+\.[0-9]+\.[0-9]+$' | head -n 1)
           echo "LATEST_RELEASE=$latest_tag" >> $GITHUB_ENV
 
       - name: Generate index.html for judge0.github.io/judge0-python.