diff --git a/.gitea/workflows/ci.yml b/.gitea/workflows/ci.yml
index 695b00b..3d38914 100644
--- a/.gitea/workflows/ci.yml
+++ b/.gitea/workflows/ci.yml
@@ -14,47 +14,6 @@ jobs:
       - name: 检出代码
         uses: ./.actions/checkout
 
-      - name: 安装 Node.js
-        run: |
-          curl -fsSL https://deb.nodesource.com/setup_21.x | bash -
-          apt-get install -y nodejs
-
-      - name: 安装前端依赖
-        working-directory: platform
-        run: npm install
-
-      - name: 构建前端（跳过 ts 校验）
-        working-directory: platform
-        run: |
-          npm run build -- --no-check || true
-
-      - name: 安装 Python 3.11
-        run: |
-          sudo apt update
-          sudo apt install -y software-properties-common
-          sudo add-apt-repository -y ppa:deadsnakes/ppa
-          sudo apt update
-          sudo apt install -y python3.11 python3.11-venv python3-pip
-          sudo update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.11 1
-          python3 --version
-
-      - name: 设置 pip 国内镜像源
-        run: |
-          mkdir -p ~/.pip
-          cat > ~/.pip/pip.conf << EOF
-          [global]
-          index-url = https://pypi.tuna.tsinghua.edu.cn/simple
-          trusted-host = files.pythonhosted.org,pypi.org,pypi.python.org
-          EOF
-
-      - name: 安装后端依赖
-        working-directory: back
-        run: |
-          python3.11 -m venv venv
-          source venv/bin/activate
-          pip install --upgrade pip
-          pip install -r requirements.txt
-
       - name: 构建 Docker 镜像
         run: |
           docker compose build
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..1ef0dfb
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,32 @@
+FROM python:3.11-slim
+
+# 安装 Node.js 和 supervisord
+RUN apt-get update && \
+    apt-get install -y curl supervisor && \
+    curl -fsSL https://deb.nodesource.com/setup_21.x | bash - && \
+    apt-get install -y nodejs && \
+    apt-get clean
+
+# 设置工作目录
+WORKDIR /app
+
+# 复制前端代码并安装依赖、构建
+COPY platform/ ./platform/
+WORKDIR /app/platform
+RUN npm install && npm run build
+
+# 安装 http-server
+RUN npm install -g http-server
+
+# 复制后端代码并安装依赖
+WORKDIR /app/back
+COPY back/requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt
+COPY back/ .
+
+# supervisor 配置
+COPY supervisord.conf /etc/supervisor/conf.d/supervisord.conf
+
+WORKDIR /app
+
+CMD ["/usr/bin/supervisord", "-c", "/etc/supervisor/conf.d/supervisord.conf"] 
\ No newline at end of file
diff --git a/docker-compose.yml b/docker-compose.yml
index 45abe4f..7db5c58 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -1,22 +1,12 @@
-version: '3.8'
 services:
-  backend:
-    build: ./back
-    container_name: backend
+  app:
+    build:
+      context: .
+      dockerfile: Dockerfile
+    container_name: app
     ports:
-      - "7792:5000"
+      - "7792:7792"   # 前端
+      - "7793:7793"   # 后端
     volumes:
-      - ./back:/app
-    environment:
-      - FLASK_ENV=development
-    depends_on:
-      - frontend
-  frontend:
-    build: ./platform
-    container_name: frontend
-    ports:
-      - "7793:5173"
-    volumes:
-      - ./platform:/app
-    environment:
-      - NODE_ENV=development 
\ No newline at end of file
+      - ./back:/app/back
+      - ./platform:/app/platform 
\ No newline at end of file
diff --git a/supervisord.conf b/supervisord.conf
new file mode 100644
index 0000000..dfb15d0
--- /dev/null
+++ b/supervisord.conf
@@ -0,0 +1,18 @@
+[supervisord]
+nodaemon=true
+
+[program:frontend]
+directory=/app/platform
+command=http-server dist -p 7792
+autostart=true
+autorestart=true
+stdout_logfile=/dev/stdout
+stderr_logfile=/dev/stderr
+
+[program:backend]
+directory=/app/back
+command=python app.py --port=7793
+autostart=true
+autorestart=true
+stdout_logfile=/dev/stdout
+stderr_logfile=/dev/stderr 
\ No newline at end of file