diff --git a/.forgejo/workflows/docker-build.yml b/.forgejo/workflows/docker-build.yml
index 86c4534..25f3076 100644
--- a/.forgejo/workflows/docker-build.yml
+++ b/.forgejo/workflows/docker-build.yml
@@ -16,10 +16,11 @@ jobs:
           git fetch --depth 0 origin main
           git checkout main
 
-      - name: Set up Docker
+      - name: Set up Docker Buildx
         run: |
-          docker version
-          docker info
+          docker run --rm --privileged multiarch/qemu-user-static --setup
+          docker buildx create --use
+          docker buildx inspect --bootstrap
 
       - name: Login to Forgejo Registry
         run: |
@@ -31,7 +32,4 @@ jobs:
           SHA_SHORT=$(git rev-parse --short HEAD)
           echo "Building commit: $SHA_SHORT"
           
-          docker build --platform linux/amd64 -t git.khoavo.myds.me/vndangkhoa/kv-tube:${SHA_SHORT} -t git.khoavo.myds.me/vndangkhoa/kv-tube:latest .
-          
-          docker push git.khoavo.myds.me/vndangkhoa/kv-tube:${SHA_SHORT}
-          docker push git.khoavo.myds.me/vndangkhoa/kv-tube:latest
\ No newline at end of file
+          docker buildx build --platform linux/amd64 -t git.khoavo.myds.me/vndangkhoa/kv-tube:${SHA_SHORT} -t git.khoavo.myds.me/vndangkhoa/kv-tube:latest --push .
\ No newline at end of file