diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index ed62eca..703693d 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -5,7 +5,7 @@ repos:
       - id: end-of-file-fixer
       - id: trailing-whitespace
   - repo: https://github.com/python-jsonschema/check-jsonschema
-    rev: 0.29.0
+    rev: 0.29.2
     hooks:
       - id: check-github-workflows
         args: [ "--verbose" ]
@@ -20,12 +20,12 @@ repos:
       - id: tox-ini-fmt
         args: ["-p", "fix"]
   - repo: https://github.com/tox-dev/pyproject-fmt
-    rev: "2.1.4"
+    rev: "2.2.1"
     hooks:
       - id: pyproject-fmt
         additional_dependencies: ["tox>=4.14.2"]
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: "v0.5.4"
+    rev: "v0.6.3"
     hooks:
       - id: ruff-format
       - id: ruff
diff --git a/tests/roots/test-dummy/dummy_module_future_annotations.py b/tests/roots/test-dummy/dummy_module_future_annotations.py
index 389cc98..325cc91 100644
--- a/tests/roots/test-dummy/dummy_module_future_annotations.py
+++ b/tests/roots/test-dummy/dummy_module_future_annotations.py
@@ -2,10 +2,10 @@
 
 
 def function_with_py310_annotations(
-    self,  # noqa: ANN001, ARG001
-    x: bool | None,  # noqa: ARG001
-    y: int | str | float,  # noqa: ARG001,PYI041
-    z: str | None = None,  # noqa: ARG001
+    self,  # noqa: ANN001
+    x: bool | None,
+    y: int | str | float,  # noqa: PYI041
+    z: str | None = None,
 ) -> str:
     """
     Method docstring.
diff --git a/tests/roots/test-dummy/dummy_module_simple.py b/tests/roots/test-dummy/dummy_module_simple.py
index fed8cdf..b1b03ed 100644
--- a/tests/roots/test-dummy/dummy_module_simple.py
+++ b/tests/roots/test-dummy/dummy_module_simple.py
@@ -1,7 +1,7 @@
 from __future__ import annotations
 
 
-def function(x: bool, y: int = 1) -> str:  # noqa: ARG001
+def function(x: bool, y: int = 1) -> str:
     """
     Function docstring.
 
diff --git a/tests/roots/test-dummy/dummy_module_simple_default_role.py b/tests/roots/test-dummy/dummy_module_simple_default_role.py
index 758196f..3f575de 100644
--- a/tests/roots/test-dummy/dummy_module_simple_default_role.py
+++ b/tests/roots/test-dummy/dummy_module_simple_default_role.py
@@ -1,7 +1,7 @@
 from __future__ import annotations
 
 
-def function(x: bool, y: int) -> str:  # noqa: ARG001
+def function(x: bool, y: int) -> str:
     """
     Function docstring.
 
diff --git a/tests/roots/test-dummy/dummy_module_simple_no_use_rtype.py b/tests/roots/test-dummy/dummy_module_simple_no_use_rtype.py
index 8dc80e7..b7c8277 100644
--- a/tests/roots/test-dummy/dummy_module_simple_no_use_rtype.py
+++ b/tests/roots/test-dummy/dummy_module_simple_no_use_rtype.py
@@ -1,7 +1,7 @@
 from __future__ import annotations
 
 
-def function_no_returns(x: bool, y: int = 1) -> str:  # noqa: ARG001
+def function_no_returns(x: bool, y: int = 1) -> str:
     """
     Function docstring.
 
@@ -10,7 +10,7 @@ def function_no_returns(x: bool, y: int = 1) -> str:  # noqa: ARG001
     """
 
 
-def function_returns_with_type(x: bool, y: int = 1) -> str:  # noqa: ARG001
+def function_returns_with_type(x: bool, y: int = 1) -> str:
     """
     Function docstring.
 
@@ -20,7 +20,7 @@ def function_returns_with_type(x: bool, y: int = 1) -> str:  # noqa: ARG001
     """
 
 
-def function_returns_with_compound_type(x: bool, y: int = 1) -> str:  # noqa: ARG001
+def function_returns_with_compound_type(x: bool, y: int = 1) -> str:
     """
     Function docstring.
 
@@ -30,7 +30,7 @@ def function_returns_with_compound_type(x: bool, y: int = 1) -> str:  # noqa: AR
     """
 
 
-def function_returns_without_type(x: bool, y: int = 1) -> str:  # noqa: ARG001
+def function_returns_without_type(x: bool, y: int = 1) -> str:
     """
     Function docstring.
 
diff --git a/tests/roots/test-dummy/dummy_module_without_complete_typehints.py b/tests/roots/test-dummy/dummy_module_without_complete_typehints.py
index 44ca046..ce40ff3 100644
--- a/tests/roots/test-dummy/dummy_module_without_complete_typehints.py
+++ b/tests/roots/test-dummy/dummy_module_without_complete_typehints.py
@@ -1,7 +1,7 @@
 from __future__ import annotations
 
 
-def function_with_some_defaults_and_without_typehints(x, y=None):  # noqa: ANN001, ANN201, ARG001
+def function_with_some_defaults_and_without_typehints(x, y=None):  # noqa: ANN001, ANN201
     """
     Function docstring.
 
@@ -10,7 +10,7 @@ def function_with_some_defaults_and_without_typehints(x, y=None):  # noqa: ANN00
     """
 
 
-def function_with_some_defaults_and_some_typehints(x: int, y=None):  # noqa: ANN001, ANN201, ARG001
+def function_with_some_defaults_and_some_typehints(x: int, y=None):  # noqa: ANN001, ANN201
     """
     Function docstring.
 
@@ -19,7 +19,7 @@ def function_with_some_defaults_and_some_typehints(x: int, y=None):  # noqa: ANN
     """
 
 
-def function_with_some_defaults_and_more_typehints(x: int, y=None) -> str:  # noqa: ANN001, ARG001
+def function_with_some_defaults_and_more_typehints(x: int, y=None) -> str:  # noqa: ANN001
     """
     Function docstring.
 
@@ -28,7 +28,7 @@ def function_with_some_defaults_and_more_typehints(x: int, y=None) -> str:  # no
     """
 
 
-def function_with_defaults_and_some_typehints(x: int = 0, y=None) -> str:  # noqa: ANN001, ARG001
+def function_with_defaults_and_some_typehints(x: int = 0, y=None) -> str:  # noqa: ANN001
     """
     Function docstring.
 
diff --git a/tests/test_integration.py b/tests/test_integration.py
index a9aec4c..c0f7ff5 100644
--- a/tests/test_integration.py
+++ b/tests/test_integration.py
@@ -50,7 +50,7 @@ def dec(val: T) -> T:
 
 @expected("mod.get_local_function()")
 def get_local_function():  # noqa: ANN201
-    def wrapper(self) -> str:  # noqa: ANN001, ARG001
+    def wrapper(self) -> str:  # noqa: ANN001
         """
         Wrapper
         """
@@ -271,7 +271,7 @@ def __init__(self, message: str) -> None:
       bytes
 """,
 )
-def function(x: bool, y: int, z_: Optional[str] = None) -> str:  # noqa: ARG001, UP007
+def function(x: bool, y: int, z_: Optional[str] = None) -> str:  # noqa: UP007
     """
     Function docstring.
 
@@ -299,7 +299,7 @@ def function(x: bool, y: int, z_: Optional[str] = None) -> str:  # noqa: ARG001,
       * ****kwargs** ("str") -- bar
 """,
 )
-def function_with_starred_documentation_param_names(*args: int, **kwargs: str):  # noqa: ANN201, ARG001
+def function_with_starred_documentation_param_names(*args: int, **kwargs: str):  # noqa: ANN201
     r"""
     Function docstring.
 
@@ -322,7 +322,7 @@ def function_with_starred_documentation_param_names(*args: int, **kwargs: str):
       **x** ("str") -- foo
 """,
 )
-def function_with_escaped_default(x: str = "\b"):  # noqa: ANN201, ARG001
+def function_with_escaped_default(x: str = "\b"):  # noqa: ANN201
     """
     Function docstring.
 
@@ -341,7 +341,7 @@ def function_with_escaped_default(x: str = "\b"):  # noqa: ANN201, ARG001
       **x** (a.b.c) -- foo
 """,
 )
-def function_with_unresolvable_annotation(x: a.b.c):  # noqa: ANN201, ARG001, F821
+def function_with_unresolvable_annotation(x: a.b.c):  # noqa: ANN201, F821
     """
     Function docstring.
 
@@ -365,8 +365,8 @@ def function_with_unresolvable_annotation(x: a.b.c):  # noqa: ANN201, ARG001, F8
 """,
 )
 def function_with_typehint_comment(  # noqa: ANN201
-    x,  # type: int  # noqa: ANN001, ARG001
-    y,  # type: str  # noqa: ANN001, ARG001
+    x,  # type: int  # noqa: ANN001
+    y,  # type: str  # noqa: ANN001
 ):
     # type: (...) -> None
     """
@@ -457,7 +457,7 @@ def method_without_typehint(self, x):  # noqa: ANN001, ANN201, ARG002, PLR6301
       "None"
 """,
 )
-def function_with_typehint_comment_not_inline(x=None, *y, z, **kwargs):  # noqa: ANN001, ANN002, ANN003, ANN201, ARG001
+def function_with_typehint_comment_not_inline(x=None, *y, z, **kwargs):  # noqa: ANN001, ANN002, ANN003, ANN201
     # type: (Union[str, bytes, None], *str, bytes, **int) -> None
     """
     Function docstring.
@@ -592,7 +592,7 @@ def __init__(self, func: Callable[[int, str], str]) -> None:
       **x** ("Mailbox") -- function
 """,
 )
-def mocked_import(x: Mailbox):  # noqa: ANN201, ARG001
+def mocked_import(x: Mailbox):  # noqa: ANN201
     """
     A docstring.
 
@@ -648,7 +648,7 @@ def func_with_overload(a: str, b: str) -> None: ...
       "None"
 """,
 )
-def func_with_overload(a: Union[int, str], b: Union[int, str]) -> None:  # noqa: ARG001, UP007
+def func_with_overload(a: Union[int, str], b: Union[int, str]) -> None:  # noqa: UP007
     """
     f does the thing. The arguments can either be ints or strings but they must
     both have the same type.
@@ -727,7 +727,7 @@ def func_with_examples_and_returns_after() -> int:
    More info about the function here.
 """,
 )
-def func_with_parameters_and_stuff_after(a: int, b: int) -> int:  # noqa: ARG001
+def func_with_parameters_and_stuff_after(a: int, b: int) -> int:
     """A func
 
     :param a: a tells us something
@@ -761,7 +761,7 @@ def func_with_parameters_and_stuff_after(a: int, b: int) -> int:  # noqa: ARG001
       int
 """,
 )
-def func_with_rtype_in_weird_spot(a: int, b: int) -> int:  # noqa: ARG001
+def func_with_rtype_in_weird_spot(a: int, b: int) -> int:
     """A func
 
     :param a: a tells us something
@@ -809,7 +809,7 @@ def func_with_rtype_in_weird_spot(a: int, b: int) -> int:  # noqa: ARG001
    More stuff here.
 """,
 )
-def empty_line_between_parameters(a: int, b: int) -> int:  # noqa: ARG001
+def empty_line_between_parameters(a: int, b: int) -> int:
     """A func
 
     :param a: One of the following possibilities:
@@ -1002,7 +1002,7 @@ def napoleon_returns() -> CodeType:
 
     """,
 )
-def google_docstrings(arg1: CodeType, arg2: ModuleType) -> CodeType:  # noqa: ARG001
+def google_docstrings(arg1: CodeType, arg2: ModuleType) -> CodeType:
     """Summary line.
 
     Extended description of function.
@@ -1034,7 +1034,7 @@ def google_docstrings(arg1: CodeType, arg2: ModuleType) -> CodeType:  # noqa: AR
 
     """,
 )
-def docstring_with_multiline_note_after_params(param: int) -> None:  # noqa: ARG001
+def docstring_with_multiline_note_after_params(param: int) -> None:
     """Do something.
 
     Args:
@@ -1065,7 +1065,7 @@ def docstring_with_multiline_note_after_params(param: int) -> None:  # noqa: ARG
 
     """,
 )
-def docstring_with_bullet_list_after_params(param: int) -> None:  # noqa: ARG001
+def docstring_with_bullet_list_after_params(param: int) -> None:
     """Do something.
 
     Args:
@@ -1098,7 +1098,7 @@ def docstring_with_bullet_list_after_params(param: int) -> None:  # noqa: ARG001
 
     """,
 )
-def docstring_with_definition_list_after_params(param: int) -> None:  # noqa: ARG001
+def docstring_with_definition_list_after_params(param: int) -> None:
     """Do something.
 
     Args:
@@ -1132,7 +1132,7 @@ def docstring_with_definition_list_after_params(param: int) -> None:  # noqa: AR
 
     """,
 )
-def docstring_with_enum_list_after_params(param: int) -> None:  # noqa: ARG001
+def docstring_with_enum_list_after_params(param: int) -> None:
     """Do something.
 
     Args:
@@ -1167,7 +1167,7 @@ def docstring_with_enum_list_after_params(param: int) -> None:  # noqa: ARG001
        -[ Example ]-
     """,
 )
-def docstring_with_definition_list_after_params_no_blank_line(param: int) -> None:  # noqa: ARG001
+def docstring_with_definition_list_after_params_no_blank_line(param: int) -> None:
     """Do something.
 
     Args:
@@ -1292,7 +1292,7 @@ def typehints_use_signature(a: AsyncGenerator) -> AsyncGenerator:
     """,
     rst_prolog=prolog,
 )
-def docstring_with_multiline_note_after_params_prolog_replace(param: int) -> None:  # noqa: ARG001
+def docstring_with_multiline_note_after_params_prolog_replace(param: int) -> None:
     """Do something.
 
     Args:
@@ -1329,7 +1329,7 @@ def docstring_with_multiline_note_after_params_prolog_replace(param: int) -> Non
     """,
     rst_epilog=epilog,
 )
-def docstring_with_multiline_note_after_params_epilog_replace(param: int) -> None:  # noqa: ARG001
+def docstring_with_multiline_note_after_params_epilog_replace(param: int) -> None:
     """Do something.
 
     Args:
diff --git a/tests/test_integration_autodoc_type_aliases.py b/tests/test_integration_autodoc_type_aliases.py
index 7d21971..de3e832 100644
--- a/tests/test_integration_autodoc_type_aliases.py
+++ b/tests/test_integration_autodoc_type_aliases.py
@@ -114,7 +114,7 @@ def g(s: AliasedClass) -> AliasedClass:
 
 """,
 )
-def function(x: ArrayLike, y: Schema) -> str:  # noqa: ARG001
+def function(x: ArrayLike, y: Schema) -> str:
     """
     Function docstring.
 
diff --git a/tests/test_integration_issue_384.py b/tests/test_integration_issue_384.py
index 66815e6..31b977b 100644
--- a/tests/test_integration_issue_384.py
+++ b/tests/test_integration_issue_384.py
@@ -59,7 +59,7 @@ def dec(val: T) -> T:
 
 """,
 )
-def function(x: int = 5, y: int = 10, z: int = 15) -> str:  # noqa: ARG001
+def function(x: int = 5, y: int = 10, z: int = 15) -> str:
     """
     Function docstring.
 
diff --git a/tests/test_sphinx_autodoc_typehints.py b/tests/test_sphinx_autodoc_typehints.py
index 94c1c86..77f1536 100644
--- a/tests/test_sphinx_autodoc_typehints.py
+++ b/tests/test_sphinx_autodoc_typehints.py
@@ -355,15 +355,15 @@ def test_parse_annotation(annotation: Any, module: str, class_name: str, args: t
     # Zero-length tuple remains
     pytest.param(Tuple[()], ":py:data:`~typing.Tuple`", id="Tuple-p"),  # noqa: UP006
     # Internal single tuple with simple types is flattened in the output
-    pytest.param(Tuple[(int,)], r":py:data:`~typing.Tuple`\ \[:py:class:`int`]", id="Tuple-p-int"),  # noqa: UP006
+    pytest.param(Tuple[int,], r":py:data:`~typing.Tuple`\ \[:py:class:`int`]", id="Tuple-p-int"),  # noqa: UP006
     pytest.param(
-        Tuple[(int, int)],  # noqa: UP006
+        Tuple[int, int],  # noqa: UP006
         r":py:data:`~typing.Tuple`\ \[:py:class:`int`, :py:class:`int`]",
         id="Tuple-p-int-int",  # noqa: RUF100, UP006
     ),
     # Ellipsis in single tuple also gets flattened
     pytest.param(
-        Tuple[(int, ...)],  # noqa: UP006
+        Tuple[int, ...],  # noqa: UP006
         r":py:data:`~typing.Tuple`\ \[:py:class:`int`, :py:data:`...<Ellipsis>`]",
         id="Tuple-p-Ellipsis",
     ),