diff --git a/.github/workflows/bb-export.yml b/.github/workflows/bb-export.yml
index 248264f..c94a4e8 100644
--- a/.github/workflows/bb-export.yml
+++ b/.github/workflows/bb-export.yml
@@ -49,50 +49,32 @@ jobs:
             local data="$3"
             local description="$4"
             
-            echo "=== DEBUG: API Call Details ==="
-            echo "Description: $description"
-            echo "URL: $url"
-            echo "Method: $method"
-            echo "Data: $data"
+            echo "Calling API: $description"
             
+            # Store response in a temporary file
             temp_file=$(mktemp)
-            http_code=$(curl -v -s -w "%{http_code}" \
+            
+            # Execute curl with minimal output
+            response=$(curl -s \
               --request "$method" "$url" \
               --header "Authorization: Bearer ${{ steps.bytebase-login.outputs.token }}" \
               --header "Content-Type: application/json" \
               --data "$data" \
-              -o "$temp_file" 2>&1)
-            
-            echo "=== DEBUG: Response Details ==="
-            echo "HTTP Status: $http_code"
-            echo "Response body:"
-            cat "$temp_file"
-            echo "==========================="
+              --write-out "\n%{http_code}" \
+              2>/dev/null)
             
-            if [[ $http_code -lt 200 || $http_code -ge 300 ]]; then
-              echo "Error: Failed $description. Status: $http_code"
-              cat "$temp_file"
-              rm "$temp_file"
-              return 1
-            fi
+            http_code=$(echo "$response" | tail -n1)
+            body=$(echo "$response" | sed '$d')
             
-            if [[ ! -s "$temp_file" ]]; then
-              echo "Error: Empty response from server"
-              rm "$temp_file"
-              return 1
-            fi
+            echo "Status code: $http_code"
             
-            # Simple one-line JSON validation
-            if ! python3 -c "import json,sys; json.load(open('$temp_file'))" 2>/dev/null; then
-              echo "Error: Invalid JSON response"
-              echo "Response content:"
-              cat "$temp_file"
-              rm "$temp_file"
+            if [[ $http_code -lt 200 || $http_code -ge 300 ]]; then
+              echo "Error: Failed $description"
+              echo "Response: $body"
               return 1
             fi
             
-            cat "$temp_file"
-            rm "$temp_file"
+            echo "$body"
             return 0
           }
 
@@ -136,7 +118,8 @@ jobs:
 
           for file in ${{ steps.changed-files.outputs.all_changed_files }}; do
             echo "Processing $file"
-            SQL_CONTENT=$(cat "$file" | python3 -c "import sys,base64,json; content=sys.stdin.read(); encoded=base64.b64encode(content.encode()).decode(); print(json.dumps(encoded)[1:-1])")            echo "SQL_CONTENT=$SQL_CONTENT" >> $GITHUB_ENV
+            SQL_CONTENT=$(cat "$file" | python3 -c "import sys,base64,json; content=sys.stdin.read(); encoded=base64.b64encode(content.encode()).decode(); print(json.dumps(encoded)[1:-1])")
+            echo "SQL_CONTENT=$SQL_CONTENT" >> $GITHUB_ENV
             STEP_ID=$(python3 -c "import uuid; print(str(uuid.uuid4()))")
             echo "STEP_ID=$STEP_ID" >> $GITHUB_ENV
             BASE_URL="${{ steps.bytebase-login.outputs.api_url }}"