diff --git a/.forgejo/workflows/deploy.yaml b/.forgejo/workflows/deploy.yaml
index 07a8194..4160896 100644
--- a/.forgejo/workflows/deploy.yaml
+++ b/.forgejo/workflows/deploy.yaml
@@ -24,6 +24,14 @@ jobs:
       - name: Install tools
         run: apk add --no-cache git docker-cli curl
 
+      - name: Install Docker Buildx (REQUIRED for BuildKit)
+        run: |
+          mkdir -p ~/.docker/cli-plugins
+          curl -L https://github.com/docker/buildx/releases/download/v0.13.1/docker-buildx-linux-amd64 \
+            -o ~/.docker/cli-plugins/docker-buildx
+          chmod +x ~/.docker/cli-plugins/docker-buildx
+          docker buildx version
+
       - name: Checkout code
         uses: actions/checkout@v4