diff --git a/Dockerfile b/Dockerfile
index 19295d7..e38bcac 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,5 +1,7 @@
 FROM python:3.12-slim
 WORKDIR /app
+RUN ln -sf /usr/share/zoneinfo/Asia/Shanghai /etc/localtime
+RUN echo 'Asia/Shanghai' > /etc/timezone
 COPY ./packages /app/packages
 COPY requirements.txt /app/
 RUN pip install --no-cache-dir --no-index --find-links=/app/packages -r requirements.txt
diff --git a/config/logging.py b/config/logging.py
index 4f834d9..f5eb10d 100644
--- a/config/logging.py
+++ b/config/logging.py
@@ -1,8 +1,15 @@
+import atexit
+
+from fluent import sender
 from loguru import logger
 from pathlib import Path
 
 from config.setting import settings
 
+FLUENTD_HOST = '14.103.235.151'
+FLUENTD_PORT = 24422
+TOPIC_TAG = 'blog-service'
+
 # 日志目录
 LOG_DIR = Path(__file__).parent.parent.parent / "logs"
 LOG_DIR.mkdir(exist_ok=True)
@@ -24,6 +31,40 @@ FILE_FORMAT = (
     "{name}:{function}:{line} - {message}"
 )
 
+fluent_sender = sender.FluentSender(
+    tag=TOPIC_TAG,
+    host=FLUENTD_HOST,
+    port=FLUENTD_PORT,
+    buffer_max_size=8 * 1024 * 1024,
+    timeout=3.0
+)
+
+
+def log_to_fluent(message):
+    try:
+        record = message.record
+
+        # 构建结构化日志数据
+        log_data = {
+            'topic': TOPIC_TAG,
+            'timestamp': record['time'].timestamp(),
+            'level': record['level'].name.lower(),
+            'message': record['message'],
+            'source': f"{record['file'].path}:{record['line']}",
+            'module': record['module'],
+            'function': record['function'],
+            'process_id': record['process'].id,
+            'thread_id': record['thread'].id,
+            **record['extra']
+        }
+
+        if not fluent_sender.emit(TOPIC_TAG, log_data):
+            print(f"Fluentd 发送失败: {fluent_sender.last_error}")
+
+    except Exception as e:
+        print(f"日志处理异常: {str(e)}")
+
+
 # 移除默认处理器
 logger.remove()
 
@@ -34,32 +75,42 @@ logger.add(
     format=STDOUT_FORMAT,
     colorize=True,
     backtrace=True,  # 显示完整异常堆栈
-    diagnose=True,   # 显示详细异常信息
+    diagnose=True,  # 显示详细异常信息
 )
 
-# 添加文件处理器 - 常规日志
 logger.add(
-    sink=LOG_DIR / "app.log",
-    level="INFO",
-    format=FILE_FORMAT,
-    rotation="10 MB",        # 日志文件大小达到10MB时自动分割
-    retention="7 days",      # 保留7天的日志
-    compression="zip",       # 归档时压缩为zip
-    enqueue=True,            # 异步写入
-    serialize=False,         # 不使用JSON格式
+    log_to_fluent,
+    level="INFO",  # 处理 INFO 及以上级别
+    format="{message}",  # 原始消息（实际使用结构化数据）
+    backtrace=True,  # 启用堆栈回溯
+    diagnose=True  # 显示诊断信息
 )
 
-# 添加文件处理器 - 错误日志
-logger.add(
-    sink=LOG_DIR / "error.log",
-    level="ERROR",
-    format=FILE_FORMAT,
-    rotation="10 MB",
-    retention="30 days",
-    compression="zip",
-    enqueue=True,
-    serialize=False,
-)
+# # 添加文件处理器 - 常规日志
+# logger.add(
+#     sink=LOG_DIR / "app.log",
+#     level="INFO",
+#     format=FILE_FORMAT,
+#     rotation="10 MB",  # 日志文件大小达到10MB时自动分割
+#     retention="7 days",  # 保留7天的日志
+#     compression="zip",  # 归档时压缩为zip
+#     enqueue=True,  # 异步写入
+#     serialize=False,  # 不使用JSON格式
+# )
+#
+# # 添加文件处理器 - 错误日志
+# logger.add(
+#     sink=LOG_DIR / "error.log",
+#     level="ERROR",
+#     format=FILE_FORMAT,
+#     rotation="10 MB",
+#     retention="30 days",
+#     compression="zip",
+#     enqueue=True,
+#     serialize=False,
+# )
+
+atexit.register(fluent_sender.close)
 
 # 导出配置好的logger
-__all__ = ["logger"]
\ No newline at end of file
+__all__ = ["logger"]
diff --git a/requirements.txt b/requirements.txt
index 117d969..ef4cc04 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1 +1 @@
-fastapi~=0.115.12
sqlalchemy~=2.0.41
pydantic~=2.11.4
PyJWT~=2.10.1
passlib~=1.7.4
loguru~=0.7.3
pydantic-settings~=2.9.1
pymysql~=1.1.1
python-multipart~=0.0.20
uvicorn~=0.23.0
elasticsearch~=8.12.0
# pip download -r requirements.txt -d ./packages --only-binary=:all: --platform manylinux2014_x86_64 -i https://pypi.tuna.tsinghua.edu.cn/simple
\ No newline at end of file
+fastapi~=0.115.12
sqlalchemy~=2.0.41
pydantic~=2.11.4
PyJWT~=2.10.1
passlib~=1.7.4
loguru~=0.7.3
pydantic-settings~=2.9.1
pymysql~=1.1.1
python-multipart~=0.0.20
uvicorn~=0.23.0
elasticsearch~=8.12.0
fluent-logger~=0.10.0
# pip download -r requirements.txt -d ./packages --only-binary=:all: --platform manylinux2014_x86_64 -i https://pypi.tuna.tsinghua.edu.cn/simple
\ No newline at end of file
diff --git a/sys.stdout b/sys.stdout
index e281689..7a308f7 100644
--- a/sys.stdout
+++ b/sys.stdout
@@ -1108,3 +1108,39 @@ category
 2025-09-25 14:59:54.375 | INFO     | middleware.exceptions:global_exception_handler:20 - 查询参数: {'year': '2025'}
 2025-09-25 15:00:09.535 | INFO     | middleware.exceptions:global_exception_handler:18 - 请求: GET http://127.0.0.1:8082/blog/page?currentPage=1&pageSize=10
 2025-09-25 15:00:09.536 | INFO     | middleware.exceptions:global_exception_handler:20 - 查询参数: {'currentPage': '1', 'pageSize': '10'}
+2025-09-25 22:49:58.584 | INFO     | middleware.exceptions:global_exception_handler:18 - 请求: GET http://127.0.0.1:8082/
+2025-09-25 22:50:00.691 | WARNING  | middleware.exceptions:global_exception_handler:26 - 响应: 404
+2025-09-25 22:50:02.808 | INFO     | middleware.exceptions:global_exception_handler:18 - 请求: GET http://127.0.0.1:8082/docs
+2025-09-25 22:50:09.497 | INFO     | middleware.exceptions:global_exception_handler:18 - 请求: GET http://127.0.0.1:8082/openapi.json
+2025-09-25 22:50:16.478 | INFO     | middleware.exceptions:global_exception_handler:18 - 请求: GET http://127.0.0.1:8082/blog/page?currentPage=1&pageSize=10
+2025-09-25 22:50:18.553 | INFO     | middleware.exceptions:global_exception_handler:20 - 查询参数: {'currentPage': '1', 'pageSize': '10'}
+2025-09-25 22:50:20.723 | CRITICAL | middleware.exceptions:global_exception_handler:38 - 数据库异常: (pymysql.err.OperationalError) (2003, "Can't connect to MySQL server on 'host.docker.internal' ([Errno 11001] getaddrinfo failed)")
+(Background on this error at: https://sqlalche.me/e/20/e3q8)
+2025-09-25 22:50:51.042 | INFO     | middleware.exceptions:global_exception_handler:18 - 请求: GET http://127.0.0.1:8082/blog/page?currentPage=1&pageSize=10
+2025-09-25 22:50:53.126 | INFO     | middleware.exceptions:global_exception_handler:20 - 查询参数: {'currentPage': '1', 'pageSize': '10'}
+2025-09-25 22:50:55.241 | CRITICAL | middleware.exceptions:global_exception_handler:38 - 数据库异常: (pymysql.err.OperationalError) (1045, "Access denied for user 'root'@'localhost' (using password: YES)")
+(Background on this error at: https://sqlalche.me/e/20/e3q8)
+2025-09-25 22:51:09.586 | INFO     | middleware.exceptions:global_exception_handler:18 - 请求: GET http://127.0.0.1:8082/blog/page?currentPage=1&pageSize=10
+2025-09-25 22:51:11.676 | INFO     | middleware.exceptions:global_exception_handler:20 - 查询参数: {'currentPage': '1', 'pageSize': '10'}
+2025-09-25 22:52:58.339 | INFO     | middleware.exceptions:global_exception_handler:18 - 请求: GET http://127.0.0.1:8082/blog/page?currentPage=1&pageSize=10
+2025-09-25 22:53:01.352 | INFO     | middleware.exceptions:global_exception_handler:20 - 查询参数: {'currentPage': '1', 'pageSize': '10'}
+2025-09-25 22:54:16.612 | INFO     | middleware.exceptions:global_exception_handler:18 - 请求: GET http://127.0.0.1:8082/blog/page?currentPage=1&pageSize=10
+2025-09-25 22:54:16.622 | INFO     | middleware.exceptions:global_exception_handler:20 - 查询参数: {'currentPage': '1', 'pageSize': '10'}
+2025-09-25 22:57:08.357 | INFO     | middleware.exceptions:global_exception_handler:18 - 请求: GET http://127.0.0.1:8082/blog/page?currentPage=1&pageSize=10
+2025-09-25 22:57:08.357 | INFO     | middleware.exceptions:global_exception_handler:20 - 查询参数: {'currentPage': '1', 'pageSize': '10'}
+2025-09-25 22:57:58.433 | INFO     | middleware.exceptions:global_exception_handler:18 - 请求: GET http://127.0.0.1:8082/blog/page?currentPage=1&pageSize=10
+2025-09-25 22:57:58.433 | INFO     | middleware.exceptions:global_exception_handler:20 - 查询参数: {'currentPage': '1', 'pageSize': '10'}
+2025-09-25 23:03:57.445 | INFO     | middleware.exceptions:global_exception_handler:18 - 请求: GET http://127.0.0.1:8082/blog/page?currentPage=1&pageSize=10
+2025-09-25 23:03:57.445 | INFO     | middleware.exceptions:global_exception_handler:20 - 查询参数: {'currentPage': '1', 'pageSize': '10'}
+2025-09-25 23:04:29.198 | INFO     | middleware.exceptions:global_exception_handler:18 - 请求: GET http://127.0.0.1:8082/blog/page?currentPage=1&pageSize=10
+2025-09-25 23:04:29.198 | INFO     | middleware.exceptions:global_exception_handler:20 - 查询参数: {'currentPage': '1', 'pageSize': '10'}
+2025-09-25 23:11:27.170 | INFO     | middleware.exceptions:global_exception_handler:18 - 请求: GET http://127.0.0.1:8082/blog/page?currentPage=1&pageSize=10
+2025-09-25 23:11:27.171 | INFO     | middleware.exceptions:global_exception_handler:20 - 查询参数: {'currentPage': '1', 'pageSize': '10'}
+2025-09-25 23:17:14.162 | INFO     | middleware.exceptions:global_exception_handler:18 - 请求: GET http://127.0.0.1:8082/blog/page?currentPage=1&pageSize=10
+2025-09-25 23:17:14.164 | INFO     | middleware.exceptions:global_exception_handler:20 - 查询参数: {'currentPage': '1', 'pageSize': '10'}
+2025-09-25 23:18:42.029 | INFO     | middleware.exceptions:global_exception_handler:18 - 请求: GET http://127.0.0.1:8082/blog/page?currentPage=1&pageSize=10
+2025-09-25 23:18:42.029 | INFO     | middleware.exceptions:global_exception_handler:20 - 查询参数: {'currentPage': '1', 'pageSize': '10'}
+2025-09-25 23:20:09.630 | INFO     | middleware.exceptions:global_exception_handler:18 - 请求: GET http://127.0.0.1:8082/blog/page?currentPage=1&pageSize=10
+2025-09-25 23:20:09.668 | INFO     | middleware.exceptions:global_exception_handler:20 - 查询参数: {'currentPage': '1', 'pageSize': '10'}
+2025-09-25 23:22:00.941 | INFO     | middleware.exceptions:global_exception_handler:18 - 请求: GET http://127.0.0.1:8082/blog/page?currentPage=1&pageSize=10
+2025-09-25 23:22:00.942 | INFO     | middleware.exceptions:global_exception_handler:20 - 查询参数: {'currentPage': '1', 'pageSize': '10'}