diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 4e28bc8..34ced3d 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -9,7 +9,7 @@ default_install_hook_types: [pre-commit, commit-msg]
 
 repos:
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v5.0.0
+    rev: v6.0.0
     hooks:
       - id: no-commit-to-branch
       - id: check-added-large-files
@@ -22,13 +22,13 @@ repos:
       - id: trailing-whitespace
   # ruff must before black
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.11.2
+    rev: v0.14.13
     hooks:
       - id: ruff
         alias: ruff # NOTE: don't change this alias, it's used in `ver_sync.py`, keep consistent with `pyproject.toml`
         args: [--fix, --exit-non-zero-on-fix]
   - repo: https://github.com/psf/black-pre-commit-mirror
-    rev: 25.1.0
+    rev: 26.1.0
     hooks:
       - id: black
         alias: black # NOTE: don't change this alias, it's used in `ver_sync.py`, keep consistent with `pyproject.toml`
@@ -40,7 +40,7 @@ repos:
         additional_dependencies:
           - tomli
   - repo: https://github.com/alessandrojcm/commitlint-pre-commit-hook
-    rev: v9.22.0
+    rev: v9.24.0
     hooks:
       - id: commitlint
         stages: [commit-msg]
diff --git a/pyproject.toml b/pyproject.toml
index 9bd2d00..d2264eb 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -84,8 +84,8 @@ dependencies = [
     #   NOTE: 👇
     #   The versions of `black`, `ruff`, `codespell`,  must be consistent with the `.pre-commit-config.yaml`.
     #   Don't edit them manually, use `pre-commit run ver_sync` instead.
-    "black==25.1.0",
-    "ruff==0.11.2",
+    "black==26.1.0",
+    "ruff==0.14.13",
     "codespell==2.4.1",
     #   Don't write comments on these lines, because they will be removed by `pre-commit run ver_sync`.
     #   NOTE: 👆
diff --git a/scripts/pre_commit_scripts/ver_sync.py b/scripts/pre_commit_scripts/ver_sync.py
index 9e4cca6..a3b2670 100644
--- a/scripts/pre_commit_scripts/ver_sync.py
+++ b/scripts/pre_commit_scripts/ver_sync.py
@@ -2,7 +2,6 @@
 
 """Maintain lint tools version consistency between `.pre-commit-config.yaml` and `pyproject.toml`."""
 
-
 # https://packaging.pypa.io/en/stable/requirements.html
 # https://yaml.readthedocs.io/en/latest/example/
 # https://tomlkit.readthedocs.io/en/latest/quickstart/
diff --git a/src/fastapi_proxy_lib/core/_tool.py b/src/fastapi_proxy_lib/core/_tool.py
index c3c72f6..f647cbf 100644
--- a/src/fastapi_proxy_lib/core/_tool.py
+++ b/src/fastapi_proxy_lib/core/_tool.py
@@ -204,39 +204,31 @@ def check_base_url(base_url: Union[httpx.URL, str], /) -> httpx.URL:
     )
 
     if not base_url.scheme or not base_url.netloc:
-        raise BaseURLError(
-            dedent(
-                f"""\
+        raise BaseURLError(dedent(f"""\
                 `base_url` must contain scheme and netloc,
                 e.g. {example_url}
                 got: {base_url}\
-                """
-            )
-        )
+                """))
 
     # NOTE: 尽量用 URL.copy_with() 来修改URL，而不是 URL.join()，因为后者性能较差
 
     if base_url.query or base_url.fragment:
         base_url = base_url.copy_with(query=None, fragment=None)
         warnings.warn(
-            dedent(
-                f"""\
+            dedent(f"""\
                 `base_url` should not contain `query` or `fragment`, which will be ignored.
                 The `base_url` will be treated as: {base_url}\
-                """
-            ),
+                """),
             stacklevel=2,
         )
     # 我们在这里强制要求 base_url 以"/"结尾是有原因的:
     # 因为 RouterHelper 生成的路由是以"/"结尾的，在反向代理时
     # "/" 之后后路径参数将会被拼接到这个 base_url 后面
     if not str(base_url).endswith("/"):
-        msg = dedent(
-            f"""\
+        msg = dedent(f"""\
             `base_url` must ends with "/", may be you mean:
             {base_url}/\
-            """
-        )
+            """)
         raise BaseURLError(msg)
 
     return base_url
@@ -424,8 +416,7 @@ def warn_for_none_filter(
     Else will just return the original argument `proxy_filter`.
     """
     if proxy_filter is None:
-        msg = dedent(
-            """\
+        msg = dedent("""\
             The `proxy_filter` is None, which means no filter will be used.
             It is not recommended, because it may cause security issues.
 
@@ -433,8 +424,7 @@ def warn_for_none_filter(
              - if the host of url is ip address, and is not global ip address.
 
             More info: https://wsh032.github.io/fastapi-proxy-lib/Usage/Security/
-            """
-        )
+            """)
         warnings.warn(msg, stacklevel=3)
         return default_proxy_filter
     else:
diff --git a/src/fastapi_proxy_lib/fastapi/__init__.py b/src/fastapi_proxy_lib/fastapi/__init__.py
index ffd872c..5ca1c2e 100644
--- a/src/fastapi_proxy_lib/fastapi/__init__.py
+++ b/src/fastapi_proxy_lib/fastapi/__init__.py
@@ -9,11 +9,9 @@
 from textwrap import dedent
 
 if find_spec("fastapi") is None:  # pragma: no cover  # 无法测试
-    msg: str = dedent(
-        """\
+    msg: str = dedent("""\
         `fastapi` is not installed.
         `fastapi_proxy_lib.fastapi` module requires installing `fastapi` first:
             pip install fastapi-proxy-lib[standard]
-        """
-    )
+        """)
     raise RuntimeError(msg)
diff --git a/tests/conftest.py b/tests/conftest.py
index 817bdad..8183552 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -1,4 +1,4 @@
-# ruff: noqa: ANN201, ANN001
+# ruff: noqa: ANN201
 
 # pyright: reportMissingParameterType=false
 # 返回值标注太麻烦，让pyright自己推断