diff --git a/.forgejo/workflows/build-agent-image.yaml b/.forgejo/workflows/build-agent-image.yaml
index 2b4cdbf..76f43ad 100644
--- a/.forgejo/workflows/build-agent-image.yaml
+++ b/.forgejo/workflows/build-agent-image.yaml
@@ -18,15 +18,18 @@ jobs:
       - name: Checkout
         uses: actions/checkout@v3
 
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v2
+
       - name: Login to Forgejo Registry
-        uses: docker/login-action@v3
+        uses: docker/login-action@v2
         with:
           registry: code.mnemo-cards.online
           username: ${{ github.actor }}
           password: ${{ secrets.FORGEJO_TOKEN }}
 
       - name: Build and Push
-        uses: docker/build-push-action@v5
+        uses: docker/build-push-action@v4
         with:
           context: tools/agent
           push: true