diff --git a/.forgejo/workflows/deploy.yml b/.forgejo/workflows/deploy.yml
index 3f162c4..ce499b7 100644
--- a/.forgejo/workflows/deploy.yml
+++ b/.forgejo/workflows/deploy.yml
@@ -13,18 +13,19 @@ jobs:
       - name: Checkout repository
         uses: actions/checkout@v2
 
-      - name: Install Docker
-        run: curl -fsSL https://get.docker.com | sh
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v2
 
-      - name: Start Docker daemon
-        run: |
-          dockerd > /dev/null 2>&1 &
-          sleep 5
-
-      - name: Log in to Docker registry
-        run: echo "${{ secrets.registry_password }}" | docker login -u "${{ secrets.registry_user }}" --password-stdin git.hydrar.de
+      - name: Log in to Docker Hub
+        uses: docker/login-action@v2
+        with:
+          registry: git.hydrar.de
+          username: ${{ secrets.registry_user }}
+          password: ${{ secrets.registry_password }}
 
       - name: Build and push Docker image
-        run: |
-          docker build -t git.hydrar.de/jmarya/me-site:latest -t git.hydrar.de/jmarya/me-site:latest-amd64 .
-          docker push git.hydrar.de/jmarya/me-site:latest
+        uses: docker/build-push-action@v4
+        with:
+          context: .
+          push: true
+          tags: git.hydrar.de/jmarya/me-site:latest
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