diff --git a/scripts/ci/deploy-server.sh b/scripts/ci/deploy-server.sh
index 90f7406..4d56a1b 100644
--- a/scripts/ci/deploy-server.sh
+++ b/scripts/ci/deploy-server.sh
@@ -54,8 +54,16 @@ systemctl start pangolin-server
 systemctl is-active pangolin-server
 REMOTE
 
-# 8080 现仅 loopback(经 cloudflared 隧道对外):ssh 内本地校验 + 经隧道校验对外真实可达。
+# 8080 现仅 loopback(经 cloudflared 隧道对外)。
+# 本地 /healthz 是本次二进制部署成败的**权威闸**:新 server 起来即通过。
 $SSH "root@${DEPLOY_HOST}" 'curl -fsS -m 10 --retry 5 --retry-connrefused http://127.0.0.1:8080/healthz >/dev/null && echo "healthz(local) OK"'
-curl -fsS -m 10 --retry 5 "https://api.yanmeiai.com/healthz" >/dev/null && echo "healthz(tunnel) OK"
+# 隧道 /healthz 是端到端冒烟(最贴近真实客户端路径),但**非致命**:它依赖 cloudflared/CF 边缘,
+# 与「本次二进制是否健康」是两回事——CF 边缘抖动或隧道尚未 provision 不应判整次部署失败
+# (本地闸已证明 server 健康)。失败只告警,不 exit。
+if curl -fsS -m 10 --retry 3 "https://api.yanmeiai.com/healthz" >/dev/null; then
+  echo "healthz(tunnel) OK"
+else
+  echo "==> deploy-server: 警告 —— 隧道 https://api.yanmeiai.com/healthz 不通(CF 边缘抖动/隧道未就绪?);本地 healthz 已通过,不阻断部署。" >&2
+fi
 
 echo "==> deploy-server: done"