diff --git a/.gitea/workflows/deploy.yaml b/.gitea/workflows/deploy.yaml
index 20e1852..4cb352e 100644
--- a/.gitea/workflows/deploy.yaml
+++ b/.gitea/workflows/deploy.yaml
@@ -7,16 +7,22 @@ on:
 jobs:
   build:
     runs-on: ubuntu-latest
-    container:
-      image: squidfunk/mkdocs-material
     steps:
       - name: Checkout code
         uses: actions/checkout@v4
 
-      - name: Build
-        run: |
-          mkdocs build
+      - name: Build with MkDocs Material
+        # This runs ONLY this step inside the mkdocs container
+        uses: docker://squidfunk/mkdocs-material:latest
+        with:
+          args: build
 
       - name: Deploy to Web Folder
         run: |
-          cp -R site/* /data/notes/
+          # Ensure the 'site' folder exists before copying
+          if [ -d "site" ]; then
+            cp -R site/* /data/notes/
+          else
+            echo "Error: site directory not found!"
+            exit 1
+          fi