diff --git a/.forgejo/workflows/build.yml b/.forgejo/workflows/build.yml
index 97fa8a0..3aa7b56 100644
--- a/.forgejo/workflows/build.yml
+++ b/.forgejo/workflows/build.yml
@@ -9,6 +9,9 @@ jobs:
   docker:
     runs-on: self-hosted
     steps:
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v3
+
       - name: Checkout
         uses: actions/checkout@v4
 
@@ -17,8 +20,9 @@ jobs:
 
       - name: Build image
         run: |
-          docker build -t "${{ secrets.REGISTRY_IMAGE }}:${{ github.sha }}" \
-                       -t "${{ secrets.REGISTRY_IMAGE }}:latest" .
+          docker buildx build --load \
+            -t "${{ secrets.REGISTRY_IMAGE }}:${{ github.sha }}" \
+            -t "${{ secrets.REGISTRY_IMAGE }}:latest" .
 
       - name: Push image
         run: |