diff --git a/.github/workflows/ci-cd.yml b/.github/workflows/ci-cd.yml
index cedbd57..829d695 100644
--- a/.github/workflows/ci-cd.yml
+++ b/.github/workflows/ci-cd.yml
@@ -21,38 +21,32 @@ jobs:
       - name: Checkout
         uses: actions/checkout@v4
 
-      - name: Configure AWS credentials 
-        uses: aws-actions/configure-aws-credentials@v1
+      - name: Configure AWS credentials
+        uses: aws-actions/configure-aws-credentials@v2
         with:
           aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
           aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
           aws-region: ${{ secrets.AWS_REGION }}
 
-      - name: Login to Amazon ECR
-        id: login-ecr
-        uses: aws-actions/amazon-ecr-login@v1
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v1
 
-      - name: Docker meta
-        id: meta
-        uses: docker/metadata-action@v3
+      - name: Cache Docker layers
+        uses: actions/cache@v3
         with:
-          images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}
+          path: /tmp/.buildx-cache
+          key: ${{ runner.os }}-buildx-${{ github.sha }}
+          restore-keys: |
+            ${{ runner.os }}-buildx-
+
+      - name: Login to Amazon ECR
+        uses: aws-actions/amazon-ecr-login@v2
 
       - name: Build and push Docker image
-        uses: docker/build-push-action@v5
+        uses: docker/build-push-action@v3
         with:
           context: .
-          platforms: linux/arm/v6,linux/arm/v7,linux/amd64,linux/arm64
           file: ./Dockerfile
+          platforms: linux/amd64,linux/arm64
           push: true
-          tags: ${{ steps.meta.outputs.tags }}
-          labels: ${{ steps.meta.outputs.labels }}
-        
-      - name: Upload image to ECR
-        uses: appleboy/docker-ecr-action@master
-        with:
-          access_key: ${{ secrets.AWS_ACCESS_KEY_ID }}
-          secret_key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
-          repo: ${{ env.IMAGE_NAME }}
-          registry: ${{ env.REGISTRY }}
-          region: ${{ secrets.AWS_REGION }} 
+          tags: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}:latest