diff --git a/.forgejo/workflows/docker-image.yml b/.forgejo/workflows/docker-image.yml
index c88c4bc7..d9f37df3 100644
--- a/.forgejo/workflows/docker-image.yml
+++ b/.forgejo/workflows/docker-image.yml
@@ -17,25 +17,27 @@ jobs:
       - name: Checkout
         uses: actions/checkout@v4
 
-      - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v3
+      - name: Install Docker CLI
+        run: |
+          apt-get update
+          apt-get install -y docker.io
 
       - name: Log in to Forgejo registry
-        uses: docker/login-action@v3
-        with:
-          registry: ${{ env.REGISTRY }}
-          username: ${{ secrets.FORGEJO_REGISTRY_USERNAME }}
-          password: ${{ secrets.FORGEJO_REGISTRY_TOKEN }}
+        run: |
+          printf '%s' "${{ secrets.FORGEJO_REGISTRY_TOKEN }}" \
+            | docker login "${REGISTRY}" \
+              --username "${{ secrets.FORGEJO_REGISTRY_USERNAME }}" \
+              --password-stdin
 
       - name: Build and push image
-        uses: docker/build-push-action@v6
-        with:
-          context: .
-          file: prod.Dockerfile
-          target: aio
-          push: true
-          tags: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}:${{ github.ref_name }}
-          labels: |
-            org.opencontainers.image.source=https://${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}
-            org.opencontainers.image.revision=${{ github.sha }}
-            org.opencontainers.image.version=${{ github.ref_name }}
+        run: |
+          IMAGE_TAG="${REGISTRY}/${IMAGE_NAME}:${{ github.ref_name }}"
+          docker build \
+            --file prod.Dockerfile \
+            --target aio \
+            --label "org.opencontainers.image.source=https://${REGISTRY}/${IMAGE_NAME}" \
+            --label "org.opencontainers.image.revision=${{ github.sha }}" \
+            --label "org.opencontainers.image.version=${{ github.ref_name }}" \
+            --tag "${IMAGE_TAG}" \
+            .
+          docker push "${IMAGE_TAG}"