diff --git a/.github/workflows/docker-build-and-release-services-images.yml b/.github/workflows/docker-build-and-release-services-images.yml
index ed4c7ad38..407589f1e 100644
--- a/.github/workflows/docker-build-and-release-services-images.yml
+++ b/.github/workflows/docker-build-and-release-services-images.yml
@@ -19,26 +19,26 @@ jobs:
 
     steps:
       - name: Checkout repository
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
 
       - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v2
+        uses: docker/setup-buildx-action@v3.8.0
 
       - name: Log in to Docker Hub
-        uses: docker/login-action@v2
+        uses: docker/login-action@v3.3.0
         with:
           username: ${{ secrets.DOCKER_USERNAME }}
           password: ${{ secrets.DOCKER_PASSWORD }}
 
       - name: Log in to GitHub Container Registry
-        uses: docker/login-action@v2
+        uses: docker/login-action@v3.3.0
         with:
           registry: ghcr.io
           username: ${{ github.repository_owner }}
           password: ${{ secrets.GITHUB_TOKEN }}
 
       - name: Log in to Aliyun Container Registry
-        uses: docker/login-action@v2
+        uses: docker/login-action@v3.3.0
         with:
           registry: registry.cn-hangzhou.aliyuncs.com
           username: ${{ secrets.ALIREGISTRY_USERNAME }}
@@ -46,7 +46,7 @@ jobs:
 
       - name: Extract metadata for Docker (tags, labels)
         id: meta
-        uses: docker/metadata-action@v5
+        uses: docker/metadata-action@v5.6.0
         with:
           tags: |
             type=ref,event=tag
@@ -54,7 +54,6 @@ jobs:
             type=ref,event=branch
             type=semver,pattern={{version}}
             type=semver,pattern=v{{version}}
-            # type=semver,pattern={{major}}.{{minor}}
             type=semver,pattern=release-{{raw}}
             type=sha
             type=raw,value=${{ github.event.inputs.tag }}
diff --git a/.github/workflows/go-build-test.yml b/.github/workflows/go-build-test.yml
index 10a4154d6..4033603e6 100644
--- a/.github/workflows/go-build-test.yml
+++ b/.github/workflows/go-build-test.yml
@@ -4,7 +4,7 @@ on:
   push:
   pull_request:
     paths-ignore:
-      - '**/*.md'
+      - "**/*.md"
 
   workflow_dispatch:
 
@@ -18,7 +18,7 @@ jobs:
     strategy:
       matrix:
         os: [ubuntu-latest]
-        go_version: ["1.21.x", "1.22.x"]
+        go_version: ["1.22.x"]
 
     steps:
       - name: Checkout Server repository
@@ -37,27 +37,20 @@ jobs:
 
       - name: Set up infra services
         uses: hoverkraft-tech/compose-action@v2.0.1
-        # Uncomment and set the correct path to your docker-compose file
         with:
           compose-file: "./docker-compose.yml"
 
-        # run: |
-        #   sudo docker compose up -d
-        #   sudo sleep 30  # Increased sleep time for better stability
-        # timeout-minutes: 60 # Increased timeout for Docker setup
+      # - name: Get Internal IP Address
+      #   id: get-ip
+      #   run: |
+      #     IP=$(hostname -I | awk '{print $1}')
+      #     echo "The IP Address is: $IP"
+      #     echo "::set-output name=ip::$IP"
 
-
-    # - name: Get Internal IP Address
-    #   id: get-ip
-    #   run: |
-    #     IP=$(hostname -I | awk '{print $1}')
-    #     echo "The IP Address is: $IP"
-    #     echo "::set-output name=ip::$IP"
-      
-    # - name: Update .env
-    #   run: |
-    #     sed -i 's|externalAddress:.*|externalAddress: "http://${{ steps.get-ip.outputs.ip }}:10005"|' config/minio.yml
-    #     cat config/minio.yml
+      # - name: Update .env
+      #   run: |
+      #     sed -i 's|externalAddress:.*|externalAddress: "http://${{ steps.get-ip.outputs.ip }}:10005"|' config/minio.yml
+      #     cat config/minio.yml
 
       - name: Build and test Server Services
         run: |
@@ -85,6 +78,90 @@ jobs:
           mage start
           mage check
 
+      - name: Test Server and Chat
+        run: |
+          check_error() {
+            echo "Response: $1"
+            errCode=$(echo $1 | jq -r '.errCode')
+            if [ "$errCode" != "0" ]; then
+              errMsg=$(echo $1 | jq -r '.errMsg')
+              echo "Error: $errMsg"
+              exit 1
+            fi
+          }
+
+          # Test register
+          response1=$(curl -X POST -H "Content-Type: application/json" -H "operationID: imAdmin" -d '{
+            "verifyCode": "666666",
+            "platform": 3,
+            "autoLogin": true,
+            "user":{
+            "nickname": "test12312",
+            "areaCode":"+86",
+            "phoneNumber": "12345678190",
+            "password":"test123456"
+            }
+          }' http://127.0.0.1:10008/account/register)
+          check_error "$response1"
+          userID1=$(echo $response1 | jq -r '.data.userID')
+          echo "userID1: $userID1"
+
+          response2=$(curl -X POST -H "Content-Type: application/json" -H "operationID: imAdmin" -d '{
+            "verifyCode": "666666",
+            "platform": 3,
+            "autoLogin": true,
+            "user":{
+            "nickname": "test22312",
+            "areaCode":"+86",
+            "phoneNumber": "12345678290",
+            "password":"test123456"
+            }
+          }' http://127.0.0.1:10008/account/register)
+          check_error "$response2"
+          userID2=$(echo $response2 | jq -r '.data.userID')
+          echo "userID2: $userID2"
+
+          # Test login
+          login_response=$(curl -X POST -H "Content-Type: application/json" -H "operationID: imAdmin"  -d '{
+            "platform": 3,
+            "areaCode":"+86",
+            "phoneNumber": "12345678190",
+            "password":"test123456"
+          }' http://localhost:10008/account/login)
+          check_error "$login_response"
+
+          # Test get admin token
+          get_admin_token_response=$(curl -X POST -H "Content-Type: application/json" -H "operationID: imAdmin" -d '{
+            "secret": "openIM123",
+            "platformID": 2,
+            "userID": "imAdmin"
+          }' http://127.0.0.1:10002/auth/get_admin_token)
+          check_error "$get_admin_token_response"
+          adminToken=$(echo $get_admin_token_response | jq -r '.data.token')
+          echo "adminToken: $adminToken"
+
+          # Test send message
+          send_msg_response=$(curl -X POST -H "Content-Type: application/json" -H "operationID: imAdmin" -H "token: $adminToken" -d '{
+            "sendID": "'$userID1'",
+            "recvID": "'$userID2'",
+            "senderPlatformID": 3,
+            "content": {
+              "content": "hello!!"
+            },
+            "contentType": 101,
+            "sessionType": 1
+           }' http://127.0.0.1:10002/msg/send_msg)
+           check_error "$send_msg_response"
+
+          # Test get users
+          get_users_response=$(curl -X POST -H "Content-Type: application/json" -H "operationID: imAdmin" -H "token: $adminToken" -d '{
+            "pagination": {
+               "pageNumber": 1,
+               "showNumber": 100
+             }
+            }' http://127.0.0.1:10002/user/get_users)
+          check_error "$get_users_response"
+
   go-test:
     name: Benchmark Test with go ${{ matrix.go_version }} on ${{ matrix.os }}
     runs-on: ${{ matrix.os }}
@@ -93,11 +170,11 @@ jobs:
     env:
       SDK_DIR: openim-sdk-core
       CONFIG_PATH: config/notification.yml
-    #   pull-requests: write
+
     strategy:
       matrix:
-        os: [ ubuntu-latest ]
-        go_version: [ "1.22.x" ]
+        os: [ubuntu-latest]
+        go_version: ["1.22.x"]
 
     steps:
       - name: Checkout Server repository
@@ -106,7 +183,8 @@ jobs:
       - name: Checkout SDK repository
         uses: actions/checkout@v4
         with:
-          repository: 'openimsdk/openim-sdk-core'
+          repository: "openimsdk/openim-sdk-core"
+          ref: "release-v3.8"
           path: ${{ env.SDK_DIR }}
 
       - name: Set up Go ${{ matrix.go_version }}
@@ -119,11 +197,6 @@ jobs:
           go install github.com/magefile/mage@latest
           go mod download
 
-      - name: Install yq
-        run: |
-          sudo wget https://github.com/mikefarah/yq/releases/download/v4.34.1/yq_linux_amd64 -O /usr/bin/yq
-          sudo chmod +x /usr/bin/yq
-
       - name: Modify Server Configuration
         run: |
           yq e '.groupCreated.isSendMsg = true' -i ${{ env.CONFIG_PATH }}
@@ -183,11 +256,3 @@ jobs:
         run: |
           CONTAINER_NAME="${{ github.event.repository.name }}-container"
           docker logs $CONTAINER_NAME
-
-      # - name: Cleanup Docker Container
-      #   run: |
-      #     CONTAINER_NAME="${{ github.event.repository.name }}-container"
-      #     IMAGE_NAME="${{ github.event.repository.name }}-test"
-      #     docker stop $CONTAINER_NAME
-      #     docker rm $CONTAINER_NAME
-      #     docker rmi $IMAGE_NAME
diff --git a/.github/workflows/merge-from-milestone.yml b/.github/workflows/merge-from-milestone.yml
index 44b4f81f4..8e09c9ab7 100644
--- a/.github/workflows/merge-from-milestone.yml
+++ b/.github/workflows/merge-from-milestone.yml
@@ -1,4 +1,4 @@
-name: Create Pre-Release PR from Milestone
+name: Create Individual PRs from Milestone
 
 permissions:
   contents: write
@@ -9,24 +9,24 @@ on:
   workflow_dispatch:
     inputs:
       milestone_name:
-        description: 'Milestone name to collect closed PRs from'
+        description: "Milestone name to collect closed PRs from"
         required: true
-        default: 'v3.8.2'
+        default: "v3.8.4"
       target_branch:
-        description: 'Target branch to merge the consolidated PR'
+        description: "Target branch to merge the consolidated PR"
         required: true
-        default: 'pre-release-v3.8.2'
+        default: "pre-release-v3.8.4"
 
 env:
-  MILESTONE_NAME: ${{ github.event.inputs.milestone_name || 'v3.8.2' }}
-  TARGET_BRANCH: ${{ github.event.inputs.target_branch || 'pre-release-v3.8.2' }}
+  MILESTONE_NAME: ${{ github.event.inputs.milestone_name || 'v3.8.4' }}
+  TARGET_BRANCH: ${{ github.event.inputs.target_branch || 'pre-release-v3.8.4' }}
   GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
   BOT_TOKEN: ${{ secrets.BOT_TOKEN }}
   LABEL_NAME: cherry-picked
-  TEMP_DIR: /tmp  # Using /tmp as the temporary directory
+  TEMP_DIR: /tmp
 
 jobs:
-  cherry_pick_milestone_prs:
+  merge_milestone_prs:
     runs-on: ubuntu-latest
     steps:
       - name: Setup temp directory
@@ -47,7 +47,6 @@ jobs:
 
       - name: Setup Git User for OpenIM-Robot
         run: |
-          # Set up Git credentials for the bot
           git config --global user.email "OpenIM-Robot@users.noreply.github.com"
           git config --global user.name "OpenIM-Robot"
 
@@ -83,136 +82,65 @@ jobs:
             if ! echo "$labels" | grep -q "${LABEL_NAME}"; then
               echo "PR #$pr_number does not have the 'cherry-picked' label. Adding to the list."
               echo "$pr_number" >> ${{ env.TEMP_DIR }}/pr_numbers.txt
-            else
-              echo "PR #$pr_number already has the 'cherry-picked' label. Skipping."
             fi
           done
 
-          # Sort the filtered PR numbers
           sort -n ${{ env.TEMP_DIR }}/pr_numbers.txt -o ${{ env.TEMP_DIR }}/pr_numbers.txt
 
-          echo "Filtered and sorted PR numbers:"
-          cat ${{ env.TEMP_DIR }}/pr_numbers.txt || echo "No closed PR numbers found for milestone."
-
-      - name: Fetch Merge Commits for PRs and Generate Title and Body
+      - name: Create Individual PRs
         run: |
-          # Ensure the files are initialized
-          > ${{ env.TEMP_DIR }}/commit_hashes.txt
-          > ${{ env.TEMP_DIR }}/pr_title.txt
-          > ${{ env.TEMP_DIR }}/pr_body.txt
-
-          # Write description to the PR body
-          echo "### Description:" >> ${{ env.TEMP_DIR }}/pr_body.txt
-          echo "Merging PRs from milestone \`$MILESTONE_NAME\` into target branch \`$TARGET_BRANCH\`." >> ${{ env.TEMP_DIR }}/pr_body.txt
-          echo "" >> ${{ env.TEMP_DIR }}/pr_body.txt
-          echo "### Need Merge PRs:" >> ${{ env.TEMP_DIR }}/pr_body.txt
-
-          pr_numbers_in_title=""
-
-          # Process sorted PR numbers and generate commit hashes
           for pr_number in $(cat ${{ env.TEMP_DIR }}/pr_numbers.txt); do
-            echo "Processing PR #$pr_number"
             pr_details=$(curl -s -H "Authorization: token $BOT_TOKEN" \
               -H "Accept: application/vnd.github+json" \
               "https://api.github.com/repos/${{ github.repository }}/pulls/$pr_number")
             pr_title=$(echo "$pr_details" | jq -r '.title')
+            pr_body=$(echo "$pr_details" | jq -r '.body')
+            pr_creator=$(echo "$pr_details" | jq -r '.user.login')
             merge_commit=$(echo "$pr_details" | jq -r '.merge_commit_sha')
             short_commit_hash=$(echo "$merge_commit" | cut -c 1-7)
 
-            # Append PR details to the body
-            echo "- $pr_title: (#$pr_number) ($short_commit_hash)" >> ${{ env.TEMP_DIR }}/pr_body.txt
+            if [ "$merge_commit" != "null" ]; then
+              git fetch origin
+              
+              echo "Checking out target branch: $TARGET_BRANCH"
+              git checkout $TARGET_BRANCH
 
-            if [ "$merge_commit" != "null" ];then
-              echo "$merge_commit" >> ${{ env.TEMP_DIR }}/commit_hashes.txt
-              echo "#$pr_number" >> ${{ env.TEMP_DIR }}/pr_title.txt
-              pr_numbers_in_title="$pr_numbers_in_title #$pr_number"
+              echo "Pulling latest changes from target branch: $TARGET_BRANCH"
+              git pull origin $TARGET_BRANCH
+              
+              cherry_pick_branch="cherry-pick-${short_commit_hash}"
+              git checkout -b $cherry_pick_branch
+
+              echo "Cherry-picking commit: $merge_commit"
+              if ! git cherry-pick "$merge_commit" --strategy=recursive -X theirs; then
+                echo "Cherry-pick encountered conflicts, attempting to continue..."
+                git cherry-pick --continue || { echo "Cherry-pick failed"; exit 1; }
+              fi
+
+              git remote set-url origin "https://${BOT_TOKEN}@github.com/${{ github.repository }}.git"
+              
+              echo "Pushing branch: $cherry_pick_branch"
+              git push origin $cherry_pick_branch --force || { echo "Push failed"; exit 1; }
+
+              new_pr_title="$pr_title [Created by @$pr_creator from #$pr_number]"
+              new_pr_body="$pr_body
+              > This PR is created from original PR #$pr_number."
+
+              response=$(curl -s -X POST -H "Authorization: token $BOT_TOKEN" \
+                -H "Accept: application/vnd.github+json" \
+                https://api.github.com/repos/${{ github.repository }}/pulls \
+                -d "$(jq -n --arg title "$new_pr_title" \
+                  --arg head "$cherry_pick_branch" \
+                  --arg base "$TARGET_BRANCH" \
+                  --arg body "$new_pr_body" \
+                  '{title: $title, head: $head, base: $base, body: $body}')")
+
+              new_pr_number=$(echo "$response" | jq -r '.number')
+              echo "Created PR #$new_pr_number"
+
+              curl -s -X POST -H "Authorization: token $GITHUB_TOKEN" \
+                -H "Accept: application/vnd.github+json" \
+                -d '{"labels": ["milestone-merge"]}' \
+                "https://api.github.com/repos/${{ github.repository }}/issues/$new_pr_number/labels"
             fi
           done
-
-          commit_hashes=$(cat ${{ env.TEMP_DIR }}/commit_hashes.txt | tr '\n' ' ')
-          first_commit_hash=$(head -n 1 ${{ env.TEMP_DIR }}/commit_hashes.txt)
-          cherry_pick_branch="cherry-pick-${first_commit_hash:0:7}"
-          echo "COMMIT_HASHES=$commit_hashes" >> $GITHUB_ENV
-          echo "CHERRY_PICK_BRANCH=$cherry_pick_branch" >> $GITHUB_ENV
-          echo "pr_numbers_in_title=$pr_numbers_in_title" >> $GITHUB_ENV
-
-      - name: Pull and Cherry-pick Commits, Then Push
-        env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-          BOT_TOKEN: ${{ secrets.BOT_TOKEN }}
-        run: |
-          # Fetch and pull the latest changes from the target branch
-          git fetch origin
-          git checkout $TARGET_BRANCH
-          git pull origin $TARGET_BRANCH
-
-          # Create a new branch for cherry-picking
-          git checkout -b $CHERRY_PICK_BRANCH
-
-          # Cherry-pick the commits and handle conflicts
-          for commit_hash in $COMMIT_HASHES; do
-            echo "Attempting to cherry-pick commit $commit_hash"
-            if ! git cherry-pick "$commit_hash" --strategy=recursive -X theirs; then
-              echo "Conflict detected for $commit_hash. Resolving with incoming changes."
-              conflict_files=$(git diff --name-only --diff-filter=U)
-              echo "Conflicting files:"
-              echo "$conflict_files"
-
-              for file in $conflict_files; do
-                if [ -f "$file" ]; then
-                  echo "Resolving conflict for $file"
-                  git add "$file"
-                else
-                  echo "File $file has been deleted. Skipping."
-                  git rm "$file"
-                fi
-              done
-
-              echo "Conflicts resolved. Continuing cherry-pick."
-              git cherry-pick --continue
-            else
-              echo "Cherry-pick successful for commit $commit_hash."
-            fi
-          done
-
-          # Push the cherry-pick branch to the repository
-          git remote set-url origin "https://${BOT_TOKEN}@github.com/${{ github.repository }}.git"
-          git push origin $CHERRY_PICK_BRANCH --force
-
-      - name: Create Pull Request
-        run: |
-          # Prepare and create the PR
-          pr_title="deps: Merge ${{ env.pr_numbers_in_title }} PRs into $TARGET_BRANCH"
-          pr_body=$(cat ${{ env.TEMP_DIR }}/pr_body.txt)
-
-          echo "Prepared PR title:"
-          echo "$pr_title"
-          echo "Prepared PR body:"
-          echo "$pr_body"
-
-          # Create the PR using the GitHub API
-          response=$(curl -s -X POST -H "Authorization: token $BOT_TOKEN" \
-            -H "Accept: application/vnd.github+json" \
-            https://api.github.com/repos/${{ github.repository }}/pulls \
-            -d "$(jq -n --arg title "$pr_title" \
-              --arg head "$CHERRY_PICK_BRANCH" \
-              --arg base "$TARGET_BRANCH" \
-              --arg body "$pr_body" \
-              '{title: $title, head: $head, base: $base, body: $body}')")
-
-          pr_number=$(echo "$response" | jq -r '.number')
-          echo "$pr_number" > ${{ env.TEMP_DIR }}/created_pr_number.txt
-          echo "Created PR #$pr_number"
-
-      - name: Add Label to Created Pull Request
-        run: |
-          # Add 'milestone-merge' label to the created PR
-          pr_number=$(cat ${{ env.TEMP_DIR }}/created_pr_number.txt)
-          echo "Adding label to PR #$pr_number"
-
-          curl -s -X POST -H "Authorization: token $GITHUB_TOKEN" \
-            -H "Accept: application/vnd.github+json" \
-            -d '{"labels": ["milestone-merge"]}' \
-            "https://api.github.com/repos/${{ github.repository }}/issues/$pr_number/labels"
-
-          echo "Added 'milestone-merge' label to PR #$pr_number."
diff --git a/.github/workflows/publish-docker-image.yml b/.github/workflows/publish-docker-image.yml
index 40b79e61a..998a11cf3 100644
--- a/.github/workflows/publish-docker-image.yml
+++ b/.github/workflows/publish-docker-image.yml
@@ -25,11 +25,11 @@ jobs:
         with:
           path: main-repo
 
-      - name: Set up QEMU
-        uses: docker/setup-qemu-action@v3
+      # - name: Set up QEMU
+      #   uses: docker/setup-qemu-action@v3.3.0
 
       - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v3
+        uses: docker/setup-buildx-action@v3.8.0
 
       - name: Build Docker image
         id: build
@@ -38,11 +38,8 @@ jobs:
           context: ./main-repo
           load: true
           tags: "openim/openim-server:local"
-          cache-from: type=gha
-          cache-to: type=gha,mode=max
-
-      - name: Save Docker image to file
-        run: docker save -o image.tar openim/openim-server:local
+          cache-from: type=gha,scope=build
+          cache-to: type=gha,mode=max,scope=build
 
       - name: Checkout compose repository
         uses: actions/checkout@v4
@@ -66,43 +63,12 @@ jobs:
         run: |
           cd ${{ github.workspace }}/compose-repo
           docker compose up -d
-          sleep 60
 
-      # - name: Check openim-server health
-      #   run: |
-      #     timeout=300
-      #     interval=30
-      #     elapsed=0
-      #     while [[ $elapsed -le $timeout ]]; do
-      #       if ! docker exec openim-server mage check; then
-      #         echo "openim-server is not ready, waiting..."
-      #         sleep $interval
-      #         elapsed=$(($elapsed + $interval))
-      #       else
-      #         echo "Health check successful"
-      #         exit 0
-      #       fi
-      #     done
-      #     echo "Health check failed after 5 minutes"
-      #     exit 1
-
-      # - name: Check openim-chat health
-      #   if: success()
-      #   run: |
-      #     if ! docker exec openim-chat mage check; then
-      #         echo "openim-chat check failed"
-      #         exit 1
-      #       else
-      #         echo "Health check successful"
-      #         exit 0
-      #       fi
-
-      - name: Load Docker image from file
-        run: docker load -i image.tar
+          docker compose ps
 
       - name: Extract metadata for Docker (tags, labels)
         id: meta
-        uses: docker/metadata-action@v5.5.1
+        uses: docker/metadata-action@v5.6.0
         with:
           images: |
             openim/openim-server
@@ -112,29 +78,27 @@ jobs:
             type=ref,event=tag
             type=schedule
             type=ref,event=branch
-            type=semver,pattern={{version}}
+            # type=semver,pattern={{version}}
             type=semver,pattern=v{{version}}
-            type=semver,pattern={{major}}.{{minor}}
-            type=semver,pattern={{major}}
             type=semver,pattern=release-{{raw}}
             type=sha
             type=raw,value=${{ github.event.inputs.tag }}
 
       - name: Log in to Docker Hub
-        uses: docker/login-action@v2
+        uses: docker/login-action@v3.3.0
         with:
           username: ${{ secrets.DOCKER_USERNAME }}
           password: ${{ secrets.DOCKER_PASSWORD }}
 
       - name: Log in to GitHub Container Registry
-        uses: docker/login-action@v2
+        uses: docker/login-action@v3.3.0
         with:
           registry: ghcr.io
           username: ${{ github.repository_owner }}
           password: ${{ secrets.GITHUB_TOKEN }}
 
       - name: Log in to Aliyun Container Registry
-        uses: docker/login-action@v2
+        uses: docker/login-action@v3.3.0
         with:
           registry: registry.cn-hangzhou.aliyuncs.com
           username: ${{ secrets.ALIREGISTRY_USERNAME }}
@@ -148,3 +112,28 @@ jobs:
           platforms: linux/amd64,linux/arm64
           tags: ${{ steps.meta.outputs.tags }}
           labels: ${{ steps.meta.outputs.labels }}
+          cache-from: type=gha,scope=build
+          cache-to: type=gha,mode=max,scope=build
+
+      - name: Verify multi-platform support
+        run: |
+          images=("openim/openim-server" "ghcr.io/openimsdk/openim-server" "registry.cn-hangzhou.aliyuncs.com/openimsdk/openim-server")
+          for image in "${images[@]}"; do
+              for tag in $(echo "${{ steps.meta.outputs.tags }}" | tr ',' '\n'); do
+                  manifest=$(docker manifest inspect "$image:$tag" || echo "error")
+                  if [[ "$manifest" == "error" ]]; then
+                      echo "Manifest not found for $image:$tag"
+                      exit 1
+                  fi
+                  amd64_found=$(echo "$manifest" | jq '.manifests[] | select(.platform.architecture == "amd64")')
+                  arm64_found=$(echo "$manifest" | jq '.manifests[] | select(.platform.architecture == "arm64")')
+                  if [[ -z "$amd64_found" ]]; then
+                      echo "Multi-platform support check failed for $image:$tag - missing amd64"
+                      exit 1
+                  fi
+                  if [[ -z "$arm64_found" ]]; then
+                      echo "Multi-platform support check failed for $image:$tag - missing arm64"
+                      exit 1
+                  fi
+              done
+          done