diff --git a/.github/actions/build-dev-builder-images/action.yml b/.github/actions/build-dev-builder-images/action.yml
index 9f428cef4a95..0ce97931654f 100644
--- a/.github/actions/build-dev-builder-images/action.yml
+++ b/.github/actions/build-dev-builder-images/action.yml
@@ -15,43 +15,25 @@ inputs:
     description: The dockerhub namespace of the image registry to store the images
     required: false
     default: greptime
-  acr-image-registry:
-    description: The ACR image registry to store the images
-    required: true
-  acr-image-registry-username:
-    description: The ACR username to login to the image registry
-    required: true
-  acr-image-registry-password:
-    description: The ACR password to login to the image registry
-    required: true
-  acr-image-namespace:
-    description: The ACR namespace of the image registry to store the images
-    required: false
-    default: greptime
   version:
     description: Version of the dev-builder
     required: false
     default: latest
   build-dev-builder-ubuntu:
-    describtion: Build dev-builder-ubuntu image
+    description: Build dev-builder-ubuntu image
     required: false
     default: 'true'
   build-dev-builder-centos:
-    describtion: Build dev-builder-centos image
+    description: Build dev-builder-centos image
     required: false
     default: 'true'
   build-dev-builder-android:
-    describtion: Build dev-builder-android image
+    description: Build dev-builder-android image
     required: false
     default: 'true'
 runs:
   using: composite
   steps:
-    - name: Install skopeo
-      shell: bash
-      run: |
-        sudo apt update && sudo apt install -y skopeo
-
     - name: Login to Dockerhub
       uses: docker/login-action@v2
       with:
@@ -62,43 +44,33 @@ runs:
     - name: Build and push dev-builder-ubuntu image
       shell: bash
       if: ${{ inputs.build-dev-builder-ubuntu == 'true' }}
-      run:
+      run: |
         make dev-builder \
           BASE_IMAGE=ubuntu \
           BUILDX_MULTI_PLATFORM_BUILD=true \
           IMAGE_REGISTRY=${{ inputs.dockerhub-image-registry }} \
           IMAGE_NAMESPACE=${{ inputs.dockerhub-image-namespace }} \
-          IMAGE_TAG=${{ inputs.version }} && \
-        
-        skopeo copy -a docker://docker.io/${{ inputs.dockerhub-image-namespace }}/dev-builder-ubuntu:${{ inputs.version }} \
-          --dest-creds "${{ inputs.acr-image-registry-username }}":"${{ inputs.acr-image-registry-password }}" \
-          docker://${{ inputs.acr-image-registry }}/${{ inputs.acr-image-namespace }}/dev-builder-ubuntu:${{ inputs.version }}
+          IMAGE_TAG=${{ inputs.version }}
 
     - name: Build and push dev-builder-centos image
       shell: bash
       if: ${{ inputs.build-dev-builder-centos == 'true' }}
-      run:
+      run: |
         make dev-builder \
           BASE_IMAGE=centos \
           BUILDX_MULTI_PLATFORM_BUILD=true \
           IMAGE_REGISTRY=${{ inputs.dockerhub-image-registry }} \
           IMAGE_NAMESPACE=${{ inputs.dockerhub-image-namespace }} \
-          IMAGE_TAG=${{ inputs.version }} && \
-        
-        skopeo copy -a docker://docker.io/${{ inputs.dockerhub-image-namespace }}/dev-builder-centos:${{ inputs.version }} \
-          --dest-creds "${{ inputs.acr-image-registry-username }}":"${{ inputs.acr-image-registry-password }}" \
-          docker://${{ inputs.acr-image-registry }}/${{ inputs.acr-image-namespace }}/dev-builder-centos:${{ inputs.version }}
+          IMAGE_TAG=${{ inputs.version }}
 
-    - name: Build and push dev-builder-android image # Only build amd64 platform.
+    - name: Build and push dev-builder-android image # Only build image for amd64 platform.
       shell: bash
       if: ${{ inputs.build-dev-builder-android == 'true' }}
-      run:
+      run: |
         make dev-builder \
           BASE_IMAGE=android \
           IMAGE_REGISTRY=${{ inputs.dockerhub-image-registry }} \
           IMAGE_NAMESPACE=${{ inputs.dockerhub-image-namespace }} \
           IMAGE_TAG=${{ inputs.version }} && \
         
-        skopeo copy -a docker://docker.io/${{ inputs.dockerhub-image-namespace }}/dev-builder-android:${{ inputs.version }} \
-          --dest-creds "${{ inputs.acr-image-registry-username }}":"${{ inputs.acr-image-registry-password }}" \
-          docker://${{ inputs.acr-image-registry }}/${{ inputs.acr-image-namespace }}/dev-builder-android:${{ inputs.version }}
+        docker push ${{ inputs.dockerhub-image-registry }}/${{ inputs.dockerhub-image-namespace }}/dev-builder-android:${{ inputs.version }}
diff --git a/.github/workflows/release-dev-builder-images.yaml b/.github/workflows/release-dev-builder-images.yaml
index 127f50831edc..39eaec216c41 100644
--- a/.github/workflows/release-dev-builder-images.yaml
+++ b/.github/workflows/release-dev-builder-images.yaml
@@ -3,19 +3,23 @@ name: Release dev-builder images
 on:
   workflow_dispatch: # Allows you to run this workflow manually.
     inputs:
+      version:
+        description: Version of the dev-builder
+        required: false
+        default: latest
       release_dev_builder_ubuntu_image:
         type: boolean
-        description: Release dev-builder-ubuntu images
+        description: Release dev-builder-ubuntu image
         required: false
         default: false
       release_dev_builder_centos_image:
         type: boolean
-        description: Release dev-builder-centos images
+        description: Release dev-builder-centos image
         required: false
         default: false
       release_dev_builder_android_image:
         type: boolean
-        description: Release dev-builder-android images
+        description: Release dev-builder-android image
         required: false
         default: false
 
@@ -33,11 +37,49 @@ jobs:
       - name: Build and push dev builder images
         uses: ./.github/actions/build-dev-builder-images
         with:
+          version: ${{ inputs.version }}
           dockerhub-image-registry-username: ${{ secrets.DOCKERHUB_USERNAME }}
           dockerhub-image-registry-token: ${{ secrets.DOCKERHUB_TOKEN }}
-          acr-image-registry: ${{ vars.ACR_IMAGE_REGISTRY }}
-          acr-image-registry-username: ${{ secrets.ALICLOUD_USERNAME }}
-          acr-image-registry-password: ${{ secrets.ALICLOUD_PASSWORD }}
           build-dev-builder-ubuntu: ${{ inputs.release_dev_builder_ubuntu_image }}
           build-dev-builder-centos: ${{ inputs.release_dev_builder_centos_image }}
           build-dev-builder-android: ${{ inputs.release_dev_builder_android_image }}
+
+  release-dev-builder-images-cn: # Note: Be careful issue: https://github.com/containers/skopeo/issues/1874 and we decide to use the latest stable skopeo container.
+    name: Release dev builder images to CN region
+    runs-on: ubuntu-latest
+    needs: [
+      release-dev-builder-images
+    ]
+    steps:
+      - name: Push dev-builder-ubuntu image
+        shell: bash
+        if: ${{ inputs.release_dev_builder_ubuntu_image }}
+        env:
+          DST_REGISTRY_USERNAME: ${{ secrets.ALICLOUD_USERNAME }}
+          DST_REGISTRY_PASSWORD: ${{ secrets.ALICLOUD_PASSWORD }}
+        run: |
+          docker run quay.io/skopeo/stable:latest copy -a docker://docker.io/${{ vars.IMAGE_NAMESPACE }}/dev-builder-ubuntu:${{ inputs.version }} \
+            --dest-creds "$DST_REGISTRY_USERNAME":"$DST_REGISTRY_PASSWORD" \
+            docker://${{ vars.ACR_IMAGE_REGISTRY }}/${{ vars.IMAGE_NAMESPACE }}/dev-builder-ubuntu:${{ inputs.version }}
+
+      - name: Push dev-builder-centos image
+        shell: bash
+        if: ${{ inputs.release_dev_builder_centos_image }}
+        env:
+          DST_REGISTRY_USERNAME: ${{ secrets.ALICLOUD_USERNAME }}
+          DST_REGISTRY_PASSWORD: ${{ secrets.ALICLOUD_PASSWORD }}
+        run: |
+          docker run quay.io/skopeo/stable:latest copy -a docker://docker.io/${{ vars.IMAGE_NAMESPACE }}/dev-builder-centos:${{ inputs.version }} \
+            --dest-creds "$DST_REGISTRY_USERNAME":"$DST_REGISTRY_PASSWORD" \
+            docker://${{ vars.ACR_IMAGE_REGISTRY }}/${{ vars.IMAGE_NAMESPACE }}/dev-builder-centos:${{ inputs.version }}
+
+      - name: Push dev-builder-android image
+        shell: bash
+        if: ${{ inputs.release_dev_builder_android_image }}
+        env:
+          DST_REGISTRY_USERNAME: ${{ secrets.ALICLOUD_USERNAME }}
+          DST_REGISTRY_PASSWORD: ${{ secrets.ALICLOUD_PASSWORD }}
+        run: |
+          docker run quay.io/skopeo/stable:latest copy -a docker://docker.io/${{ vars.IMAGE_NAMESPACE }}/dev-builder-android:${{ inputs.version }} \
+            --dest-creds "$DST_REGISTRY_USERNAME":"$DST_REGISTRY_PASSWORD" \
+            docker://${{ vars.ACR_IMAGE_REGISTRY }}/${{ vars.IMAGE_NAMESPACE }}/dev-builder-android:${{ inputs.version }}