diff --git a/Dockerfile b/Dockerfile
index 18c968a..92167cf 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,5 +1,3 @@
-# syntax=docker/dockerfile:1
-
 # ==================== 第一阶段：构建 ====================
 FROM node:22-alpine AS builder
 WORKDIR /build
diff --git a/Jenkinsfile b/Jenkinsfile
index c434b8d..b6a1e2d 100644
--- a/Jenkinsfile
+++ b/Jenkinsfile
@@ -1,10 +1,8 @@
 /**
  * OfferPie Web 前端蓝绿部署流水线
  *
- * 工作目录说明：
- * - Jenkins 会自动为每个项目创建独立的工作空间：/var/jenkins_home/workspace/<项目名>/
- * - docker-compose.yml、Dockerfile、nginx.conf 都在项目根目录，直接执行即可
- * - nginx.conf 首次部署时 docker cp 进 nginx 容器
+ * 架构：Jenkins 本地编译 → scp 镜像到目标机 → SSH 远程蓝绿切换
+ * 目标机目录：/opt/offerpie/web/
  *
  * 内层 Nginx 职责：
  * - 蓝绿切换（前端静态文件 serve）
@@ -19,14 +17,28 @@ pipeline {
     }
 
     environment {
-        CONTAINER_PREFIX = 'offerpie-web'              // 容器名前缀，拼接 -blue / -green / -nginx
-        HEALTH_URL = 'http://localhost:80/'               // 前端静态页面健康检查
+        // 目标服务器配置
+        DEPLOY_HOST = '8.138.180.255'
+        DEPLOY_PORT = '22'
+        DEPLOY_USER = 'root'
+        DEPLOY_PASS = 'sh.0807.'
+
+        // 项目配置
+        IMAGE_NAME = 'offerpie-web'
+        IMAGE_TAG = 'latest'
+        CONTAINER_PREFIX = 'offerpie-web'
+        REMOTE_DIR = '/opt/offerpie/web'
+        HEALTH_URL = 'http://localhost:80/'
+
+        // SSH 命令前缀
+        SSH_CMD = "sshpass -p '${DEPLOY_PASS}' ssh -o StrictHostKeyChecking=no -p ${DEPLOY_PORT} ${DEPLOY_USER}@${DEPLOY_HOST}"
+        SCP_CMD = "sshpass -p '${DEPLOY_PASS}' scp -o StrictHostKeyChecking=no -P ${DEPLOY_PORT}"
     }
 
     stages {
-        stage('开始提示') {
+        stage('环境检查') {
             steps {
-                echo "OfferPie Web 前端开始构建"
+                sh 'sshpass -V'
             }
         }
 
@@ -39,18 +51,36 @@ pipeline {
             }
         }
 
-        /**
-         * 检测部署目标
-         * - 检查 blue 和 green 容器的运行状态
-         * - blue 在运行 → 部署 green；green 在运行 → 部署 blue
-         * - 都不在或都在 → 默认部署 blue
-         */
+        stage('本地编译') {
+            steps {
+                echo "开始构建镜像"
+                sh "docker build -t ${IMAGE_NAME}:${IMAGE_TAG} ."
+                echo "导出镜像"
+                sh "docker save -o ${IMAGE_NAME}.tar ${IMAGE_NAME}:${IMAGE_TAG}"
+            }
+        }
+
+        stage('文件传输') {
+            steps {
+                echo "传输文件到目标服务器"
+                sh "${SSH_CMD} 'mkdir -p ${REMOTE_DIR}'"
+                sh "${SCP_CMD} ${IMAGE_NAME}.tar ${DEPLOY_USER}@${DEPLOY_HOST}:${REMOTE_DIR}/"
+                sh "${SCP_CMD} proxy_nginx.conf ${DEPLOY_USER}@${DEPLOY_HOST}:${REMOTE_DIR}/proxy_nginx.conf"
+                sh "${SCP_CMD} docker-compose.yml ${DEPLOY_USER}@${DEPLOY_HOST}:${REMOTE_DIR}/docker-compose.yml"
+            }
+        }
+
+        stage('加载镜像') {
+            steps {
+                sh "${SSH_CMD} 'docker load < ${REMOTE_DIR}/${IMAGE_NAME}.tar'"
+            }
+        }
+
         stage('检测部署目标') {
             steps {
-                echo "检查当前容器状态"
                 script {
-                    def blueRunning = sh(script: "docker ps -q -f name=${CONTAINER_PREFIX}-blue", returnStdout: true).trim()
-                    def greenRunning = sh(script: "docker ps -q -f name=${CONTAINER_PREFIX}-green", returnStdout: true).trim()
+                    def blueRunning = sh(script: "${SSH_CMD} 'docker ps -q -f name=${CONTAINER_PREFIX}-blue'", returnStdout: true).trim()
+                    def greenRunning = sh(script: "${SSH_CMD} 'docker ps -q -f name=${CONTAINER_PREFIX}-green'", returnStdout: true).trim()
 
                     env.DEPLOY_TARGET = ''
 
@@ -71,47 +101,33 @@ pipeline {
             }
         }
 
-        /**
-         * 构建新版本
-         * - 先清理目标颜色的旧容器（如果残留）
-         * - docker-compose build 构建新镜像（含 pnpm build）
-         */
-        stage('构建新版本') {
+        stage('启动新版本') {
             steps {
                 script {
-                    def existingContainer = sh(script: "docker ps -aq -f name=${CONTAINER_PREFIX}-${env.DEPLOY_TARGET}", returnStdout: true).trim()
+                    def existingContainer = sh(script: "${SSH_CMD} 'docker ps -aq -f name=${CONTAINER_PREFIX}-${env.DEPLOY_TARGET}'", returnStdout: true).trim()
                     if (existingContainer) {
-                        echo "清理已存在的容器: ${CONTAINER_PREFIX}-${env.DEPLOY_TARGET}"
-                        sh "docker rm -f ${CONTAINER_PREFIX}-${env.DEPLOY_TARGET}"
+                        sh "${SSH_CMD} 'docker rm -f ${CONTAINER_PREFIX}-${env.DEPLOY_TARGET}'"
                     }
-                    sh "docker-compose build ${env.DEPLOY_TARGET}"
+                    sh "${SSH_CMD} 'cd ${REMOTE_DIR} && docker compose up -d ${env.DEPLOY_TARGET}'"
+                    sh 'sleep 5'
                 }
             }
         }
 
-        /**
-         * 检查 Nginx
-         * - 检查 nginx 容器是否存在
-         * - 不存在则启动并复制配置文件（首次部署）
-         * - 存在则确保容器运行中
-         */
         stage('检查Nginx') {
             steps {
                 script {
-                    def nginxExists = sh(script: "docker ps -aq -f name=${CONTAINER_PREFIX}-nginx", returnStdout: true).trim()
+                    def nginxExists = sh(script: "${SSH_CMD} 'docker ps -aq -f name=${CONTAINER_PREFIX}-nginx'", returnStdout: true).trim()
                     if (!nginxExists) {
                         echo "首次部署，初始化 Nginx 容器"
-                        sh "docker-compose up -d nginx"
-                        sh "sleep 3"
-                        // 复制配置文件到容器内
-                        sh "docker cp proxy_nginx.conf ${CONTAINER_PREFIX}-nginx:/etc/nginx/nginx.conf"
-                        sh "docker exec ${CONTAINER_PREFIX}-nginx nginx -s reload"
+                        sh "${SSH_CMD} 'cd ${REMOTE_DIR} && docker compose up -d nginx'"
+                        sh 'sleep 3'
                     } else {
-                        def nginxRunning = sh(script: "docker ps -q -f name=${CONTAINER_PREFIX}-nginx", returnStdout: true).trim()
+                        def nginxRunning = sh(script: "${SSH_CMD} 'docker ps -q -f name=${CONTAINER_PREFIX}-nginx'", returnStdout: true).trim()
                         if (!nginxRunning) {
                             echo "Nginx 容器已停止，重新启动"
-                            sh "docker start ${CONTAINER_PREFIX}-nginx"
-                            sh "sleep 2"
+                            sh "${SSH_CMD} 'docker start ${CONTAINER_PREFIX}-nginx'"
+                            sh 'sleep 2'
                         }
                         echo "Nginx 容器已存在且运行中"
                     }
@@ -119,22 +135,6 @@ pipeline {
             }
         }
 
-        stage('启动新版本') {
-            steps {
-                script {
-                    sh "docker-compose up -d ${env.DEPLOY_TARGET}"
-                    // 等待 Nginx 容器启动
-                    sh 'sleep 5'
-                }
-            }
-        }
-
-        /**
-         * 健康检查
-         * - 进入容器检测静态页面是否正常返回
-         * - 最多重试 3 次，每次间隔 5 秒
-         * - 全部失败则终止部署流程
-         */
         stage('健康检查') {
             steps {
                 script {
@@ -144,7 +144,7 @@ pipeline {
 
                     while (retryCount < maxRetries && !healthy) {
                         try {
-                            sh "docker exec ${CONTAINER_PREFIX}-${env.DEPLOY_TARGET} curl -f ${HEALTH_URL}"
+                            sh "${SSH_CMD} 'docker exec ${CONTAINER_PREFIX}-${env.DEPLOY_TARGET} curl -f ${HEALTH_URL}'"
                             healthy = true
                         } catch (Exception e) {
                             retryCount++
@@ -163,38 +163,34 @@ pipeline {
             }
         }
 
-        /**
-         * 切换流量
-         * - 修改 nginx 配置中的 proxy_pass 指向新版本
-         * - nginx 不挂载宿主机文件，直接 sed -i 修改容器内配置
-         * - reload 使新配置生效，实现零停机切换
-         */
         stage('切换流量') {
             steps {
                 script {
-                    sh "docker exec ${CONTAINER_PREFIX}-nginx sed -i 's/proxy_pass http:\\/\\/\\(blue\\|green\\);/proxy_pass http:\\/\\/${env.DEPLOY_TARGET};/' /etc/nginx/nginx.conf"
-                    sh "docker exec ${CONTAINER_PREFIX}-nginx nginx -s reload"
+                    sh "${SSH_CMD} \"sed -i 's/proxy_pass http:\\/\\/\\(blue\\|green\\);/proxy_pass http:\\/\\/${env.DEPLOY_TARGET};/' ${REMOTE_DIR}/proxy_nginx.conf\""
+                    sh "${SSH_CMD} 'docker exec ${CONTAINER_PREFIX}-nginx nginx -s reload'"
                     echo "✅ 流量已切换到 ${env.DEPLOY_TARGET}"
                 }
             }
         }
 
-        /**
-         * 停止并删除旧版本
-         * - 不能用 docker-compose down，会删除所有服务（包括 nginx）
-         * - 用 docker rm -f 只删除指定的旧颜色容器
-         */
         stage('删除旧版本') {
             steps {
                 script {
-                    def otherExists = sh(script: "docker ps -aq -f name=${CONTAINER_PREFIX}-${env.OTHER_TARGET}", returnStdout: true).trim()
+                    def otherExists = sh(script: "${SSH_CMD} 'docker ps -aq -f name=${CONTAINER_PREFIX}-${env.OTHER_TARGET}'", returnStdout: true).trim()
                     if (otherExists) {
-                        sh "docker rm -f ${CONTAINER_PREFIX}-${env.OTHER_TARGET}"
+                        sh "${SSH_CMD} 'docker rm -f ${CONTAINER_PREFIX}-${env.OTHER_TARGET}'"
                         echo "旧版本 ${env.OTHER_TARGET} 已删除"
                     }
                 }
             }
         }
+
+        stage('清理') {
+            steps {
+                sh "${SSH_CMD} 'rm -f ${REMOTE_DIR}/${IMAGE_NAME}.tar'"
+                sh "rm -f ${IMAGE_NAME}.tar"
+            }
+        }
     }
 
     post {
@@ -203,6 +199,7 @@ pipeline {
         }
         failure {
             echo '❌ 部署失败，请检查日志'
+            sh "rm -f ${IMAGE_NAME}.tar || true"
         }
     }
 }
diff --git a/docker-compose.yml b/docker-compose.yml
index 3d9d4e1..c54b2ac 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -5,9 +5,8 @@ services:
     restart: unless-stopped
     ports:
       - "10302:80"
-    depends_on:
-      - blue
-      - green
+    volumes:
+      - ./proxy_nginx.conf:/etc/nginx/nginx.conf:ro
     healthcheck:
       test: ["CMD", "wget", "--spider", "-q", "http://localhost/health"]
       interval: 30s
@@ -20,7 +19,7 @@ services:
           cpus: '0.25'
 
   blue:
-    build: .
+    image: offerpie-web:latest
     container_name: offerpie-web-blue
     restart: unless-stopped
     expose:
@@ -41,7 +40,7 @@ services:
           cpus: '0.25'
 
   green:
-    build: .
+    image: offerpie-web:latest
     container_name: offerpie-web-green
     restart: unless-stopped
     expose:
diff --git a/proxy_nginx.conf b/proxy_nginx.conf
index 0f4cb43..0b3db39 100644
--- a/proxy_nginx.conf
+++ b/proxy_nginx.conf
@@ -38,7 +38,7 @@ http {
 
         # Java 后端 API 代理
         location /api/ {
-            proxy_pass http://8.138.5.14:10202/api/;
+            proxy_pass http://172.17.0.1:10202/api/;
             proxy_http_version 1.1;
             proxy_set_header Host $host;
             proxy_set_header X-Real-IP $remote_addr;
@@ -54,7 +54,7 @@ http {
 
         # Python AI 代理（去掉 /ai-api 前缀）
         location /ai-api/ {
-            proxy_pass http://8.138.5.14:10502/;
+            proxy_pass http://172.17.0.1:10502/;
             proxy_http_version 1.1;
             proxy_set_header Host $host;
             proxy_set_header X-Real-IP $remote_addr;