diff --git a/.github/workflows/build-deploy.yml b/.github/workflows/build-deploy.yml
index 99e0e6d..04366f8 100644
--- a/.github/workflows/build-deploy.yml
+++ b/.github/workflows/build-deploy.yml
@@ -87,11 +87,19 @@ jobs:
         password: ${{ secrets.DOCKER }}
       
       # Build and push the Docker image to the registry
-    - name: Build Docker
-      run: docker build -t quainetwork/go-quai-stratum:${{ env.VERSION }} .
+    - name: Set up Docker Buildx
+      uses: docker/setup-buildx-action@v1
+
+    - name: Build and push Docker image
+      uses: docker/build-push-action@v3
+      with:
+        context: .
+        push: true
+        tags: quainetwork/go-quai-stratum:${{ env.VERSION }}
+        cache-from: type=gha
+        cache-to: type=gha,mode=max
+        platforms: linux/amd64,linux/arm64
 
-    - name: Push to Docker Hub
-      run: docker push quainetwork/go-quai-stratum:${{ env.VERSION }}
 
       # Tag the Git repository with the current version
     - name: git tag
diff --git a/.gitignore b/.gitignore
index d44becf..917fa3a 100644
--- a/.gitignore
+++ b/.gitignore
@@ -2,3 +2,4 @@ build/
 .vscode/
 *.log
 config.json
+.idea/
\ No newline at end of file