diff --git a/Dockerfile.base b/Dockerfile.base
new file mode 100644
index 0000000..80b96ff
--- /dev/null
+++ b/Dockerfile.base
@@ -0,0 +1,24 @@
+# TH Agenter 基础镜像 - 包含所有依赖
+# 使用方法：
+# 1. 构建基础镜像：docker build -f Dockerfile.base -t registry.t-aaron.com/hyf-backend-base:latest .
+# 2. 推送到仓库：docker push registry.t-aaron.com/hyf-backend-base:latest
+# 3. 之后使用 Dockerfile.new 进行快速部署
+
+FROM registry.t-aaron.com/python:3.11-slim
+
+WORKDIR /app
+
+# 配置 apt 使用更稳定的镜像源并安装系统依赖
+RUN sed -i 's/deb.debian.org/mirrors.aliyun.com/g' /etc/apt/sources.list.d/debian.sources || \
+    sed -i 's/deb.debian.org/mirrors.tuna.tsinghua.edu.cn/g' /etc/apt/sources.list || true \
+    && apt-get update \
+    && apt-get install -y --no-install-recommends \
+        gcc \
+        libpq-dev \
+    && rm -rf /var/lib/apt/lists/*
+
+# 复制并处理依赖文件（排除 Windows 专用包和需要编译的包）
+COPY requirements.txt .
+RUN grep -v -E '^(win32_setctime|psycopg2==)' requirements.txt > /tmp/requirements.txt \
+    && pip install --no-cache-dir -r /tmp/requirements.txt \
+    && rm /tmp/requirements.txt requirements.txt
\ No newline at end of file
diff --git a/Dockerfile.new b/Dockerfile.new
new file mode 100644
index 0000000..234583d
--- /dev/null
+++ b/Dockerfile.new
@@ -0,0 +1,18 @@
+# TH Agenter 后端 Docker 镜像 - 精简版
+# 前提：需要先构建并推送基础镜像 registry.t-aaron.com/hyf-backend-base:latest
+#
+# 使用方法：
+# docker build -f Dockerfile.new -t registry.t-aaron.com/hyf-backend:latest .
+
+FROM registry.t-aaron.com/hyf-backend-base:latest
+
+WORKDIR /app
+
+# 只需要复制项目代码
+COPY . .
+
+# 暴露端口
+EXPOSE 8000
+
+# 启动命令：先执行数据库迁移，再启动 uvicorn
+CMD ["sh", "-c", "alembic upgrade head 2>/dev/null || true && uvicorn main:app --host 0.0.0.0 --port 8000"]
\ No newline at end of file
diff --git a/build-base-multiarch.sh b/build-base-multiarch.sh
new file mode 100755
index 0000000..b5d53dc
--- /dev/null
+++ b/build-base-multiarch.sh
@@ -0,0 +1,49 @@
+#!/bin/bash
+# 构建多架构基础镜像脚本
+# 支持 AMD64 (x86_64) 和 ARM64 (aarch64) 架构
+
+set -e
+
+echo "=========================================="
+echo "构建多架构基础镜像"
+echo "镜像名称: registry.t-aaron.com/hyf-backend-base:latest"
+echo "支持架构: linux/amd64, linux/arm64"
+echo "=========================================="
+
+# 检查 Docker Buildx 是否可用
+if ! docker buildx version &> /dev/null; then
+    echo "错误: Docker Buildx 不可用，请先安装 Docker Buildx"
+    exit 1
+fi
+
+# 创建或使用 buildx builder
+BUILDER_NAME="multiarch-builder"
+if ! docker buildx inspect $BUILDER_NAME &> /dev/null; then
+    echo "创建新的 builder: $BUILDER_NAME"
+    docker buildx create --name $BUILDER_NAME --use
+else
+    echo "使用现有的 builder: $BUILDER_NAME"
+    docker buildx use $BUILDER_NAME
+fi
+
+# 启动 builder
+docker buildx inspect --bootstrap
+
+echo ""
+echo "开始构建多架构镜像..."
+echo ""
+
+# 构建并推送多架构镜像
+docker buildx build \
+    --platform linux/amd64,linux/arm64 \
+    -f Dockerfile.base \
+    -t registry.t-aaron.com/hyf-backend-base:latest \
+    --push \
+    .
+
+echo ""
+echo "=========================================="
+echo "构建完成！"
+echo "镜像已推送到: registry.t-aaron.com/hyf-backend-base:latest"
+echo "支持的架构: AMD64, ARM64"
+echo "=========================================="
\ No newline at end of file