diff --git a/backend/Dockerfile b/backend/Dockerfile
new file mode 100644
index 0000000..dfa74e7
--- /dev/null
+++ b/backend/Dockerfile
@@ -0,0 +1,42 @@
+# 第一阶段：构建
+FROM docker.1ms.run/python:3.10-slim as builder
+
+WORKDIR /backend
+
+# 安装系统依赖（合并为一个RUN减少层数）
+RUN apt-get update && apt-get install -y \
+    bash git curl gnupg ca-certificates \
+    libjpeg-dev libmariadb-dev-compat default-libmysqlclient-dev \
+    build-essential libffi-dev libssl-dev zlib1g-dev libbz2-dev \
+    libpcre2-dev libncurses5-dev libreadline-dev tk-dev libpq-dev unixodbc-dev \
+    && rm -rf /var/lib/apt/lists/* \
+    && curl -fsSL https://packages.microsoft.com/keys/microsoft.asc | gpg --dearmor -o /etc/apt/trusted.gpg.d/microsoft.gpg \
+    && echo "deb [arch=amd64] https://packages.microsoft.com/repos/microsoft-ubuntu-focal-prod focal main" > /etc/apt/sources.list.d/mssql-release.list \
+    && apt-get update \
+    && ACCEPT_EULA=Y apt-get install -y msodbcsql17 \
+    && rm -rf /var/lib/apt/lists/*
+
+# 先复制依赖文件，利用缓存
+COPY ./backend/requirements.txt .
+
+# 安装 Python 依赖（带缓存加速）
+RUN pip install --no-cache-dir -i https://pypi.tuna.tsinghua.edu.cn/simple/ -r requirements.txt
+
+# 复制剩余代码
+COPY ./backend/ .
+
+# 配置
+RUN ls ./conf/ \
+    && awk 'BEGIN { cmd="cp -i ./conf/env.example.py ./conf/env.py "; print "n" |cmd; }' \
+    && sed -i "s|DATABASE_HOST = '127.0.0.1'|DATABASE_HOST = '177.10.0.1'|g" ./conf/env.py \
+    && sed -i "s|REDIS_HOST = '127.0.0.1'|REDIS_HOST = '177.10.0.1'|g" ./conf/env.py
+
+# 第二阶段：运行时镜像
+FROM docker.1ms.run/python:3.10-slim
+
+COPY --from=builder /usr/local/lib/python3.10/site-packages /usr/local/lib/python3.10/site-packages
+COPY --from=builder /usr/local/bin /usr/local/bin
+COPY --from=builder /backend /backend
+
+WORKDIR /backend
+CMD ["sh","docker_start.sh"]
diff --git a/backend/Jenkinsfile b/backend/Jenkinsfile
index 561ffaa..1ebab16 100644
--- a/backend/Jenkinsfile
+++ b/backend/Jenkinsfile
@@ -21,7 +21,7 @@ pipeline {
                     def imageTag = "${HARBOR_URL}/${HARBOR_PROJECT}/${IMAGE_NAME}:${BUILD_NUMBER}"
                     env.IMAGE_TAG = imageTag
                     sh """
-                        docker build -f docker_env/django/Dockerfile \
+                        docker build -f backend/Dockerfile \
                             -t ${imageTag} .
                     """
                 }
diff --git a/web/Dockerfile b/web/Dockerfile
new file mode 100644
index 0000000..788847a
--- /dev/null
+++ b/web/Dockerfile
@@ -0,0 +1,22 @@
+# 第一阶段：构建
+FROM node:20-alpine as builder
+
+WORKDIR /web
+
+# 先复制 package.json 和 yarn.lock
+COPY package.json yarn.lock* ./
+
+# 安装依赖（利用缓存）
+RUN yarn install --registry=https://registry.npmmirror.com
+
+# 复制源代码
+COPY . .
+
+# 构建
+RUN yarn build
+
+# 第二阶段：Nginx 运行时
+FROM docker.1ms.run/nginx:alpine
+
+# nginx.conf 由 docker-compose volumes 映射，无需复制
+COPY --from=builder /web/dist /usr/share/nginx/html
diff --git a/web/Jenkinsfile b/web/Jenkinsfile
index a0e212e..565b769 100644
--- a/web/Jenkinsfile
+++ b/web/Jenkinsfile
@@ -37,7 +37,7 @@ pipeline {
                     def imageTag = "${HARBOR_URL}/${HARBOR_PROJECT}/${IMAGE_NAME}:${BUILD_NUMBER}"
                     env.IMAGE_TAG = imageTag
                     sh """
-                        docker build -f docker_env/web/Dockerfile \
+                        docker build -f web/Dockerfile \
                             -t ${imageTag} .
                     """
                 }