diff --git a/deploy/docker-compose.yml b/deploy/docker-compose.yml
index a022f9ce..37b13ac1 100644
--- a/deploy/docker-compose.yml
+++ b/deploy/docker-compose.yml
@@ -212,8 +212,6 @@ services:
       timeout: 5s
       retries: 5
       start_period: 10s
-    ports:
-      - 5432:5432
     # 注意：不暴露端口到宿主机，应用通过内部网络连接
     # 如需调试，可临时添加：ports: ["127.0.0.1:5433:5432"]
 
@@ -249,8 +247,8 @@ services:
       timeout: 5s
       retries: 5
       start_period: 5s
-    ports:
-      - 6379:6379
+    # 注意：不暴露端口到宿主机，应用通过内部网络连接
+    # 如需调试，可临时添加：ports: ["127.0.0.1:6379:6379"]
 # =============================================================================
 # Volumes
 # =============================================================================