diff --git a/cmd/gpt-load/main.go b/cmd/gpt-load/main.go
index 146d2a3..b7330e6 100644
--- a/cmd/gpt-load/main.go
+++ b/cmd/gpt-load/main.go
@@ -160,6 +160,7 @@ func setupLogger(configManager types.ConfigManager) {
 		})
 	} else {
 		logrus.SetFormatter(&logrus.TextFormatter{
+			ForceColors:     true,
 			FullTimestamp:   true,
 			TimestampFormat: "2006-01-02 15:04:05",
 		})
diff --git a/docker-compose.yml b/docker-compose.yml
index 102f180..8dd8a58 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -12,6 +12,7 @@ services:
       # 挂载配置文件（只读）
       - ./.env:/app/.env:ro
     restart: unless-stopped
+    tty: true
 
     # 健康检查
     healthcheck: