diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 7f57331..07b5831 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,6 +1,6 @@
 repos:
 -   repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v4.4.0
+    rev: v4.5.0
     hooks:
     -   id: check-added-large-files
         args: ['--maxkb=25']
@@ -31,24 +31,15 @@ repos:
     rev: v2.5.0
     hooks:
     -   id: setup-cfg-fmt
--   repo: https://github.com/psf/black
-    rev: 23.9.1
-    hooks:
-    -   id: black
 -   repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.0.292
+    rev: v0.1.6
     hooks:
       - id: ruff
+      - id: ruff-format
 -   repo: https://github.com/dosisod/refurb
-    rev: v1.21.0
+    rev: v1.24.0
     hooks:
     -   id: refurb
-        args: [--ignore, FURB126]
--   repo: https://github.com/econchick/interrogate
-    rev: 1.5.0
-    hooks:
-    -   id: interrogate
-        args: [-v, --fail-under=40, src, tests]
 -   repo: https://github.com/executablebooks/mdformat
     rev: 0.7.17
     hooks:
@@ -63,7 +54,7 @@ repos:
   hooks:
     -   id: codespell
 -   repo: https://github.com/pre-commit/mirrors-mypy
-    rev: 'v1.5.1'
+    rev: 'v1.7.1'
     hooks:
     -   id: mypy
         args: [
@@ -85,7 +76,7 @@ repos:
     hooks:
     -   id: check-manifest
         args: [--no-build-isolation]
-        additional_dependencies: [setuptools-scm, toml]
+        additional_dependencies: [setuptools-scm, toml, wheel]
 -   repo: meta
     hooks:
     -   id: check-hooks-apply
diff --git a/pyproject.toml b/pyproject.toml
index 180b950..254adc3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -29,38 +29,20 @@ target-version = "py38"
 select = ["ALL"]
 fix = true
 extend-ignore = [
+    "I",  # ignore isort
     "TRY",  # ignore tryceratops.
     "TCH",  # ignore non-guarded type imports.
-    # Numpy docstyle
-    "D107",
-    "D203",
-    "D212",
-    "D213",
-    "D402",
-    "D413",
-    "D415",
-    "D416",
-    "D417",
     # Others.
-    "D404",  # Do not start module docstring with "This".
-    "RET504",  # unnecessary variable assignment before return.
-    "S101",  # raise errors for asserts.
-    "B905",  # strict parameter for zip that was implemented in py310.
-    "I",  # ignore isort
     "ANN101",  # type annotating self
     "ANN102",  # type annotating cls
-    "FBT",  # flake8-boolean-trap
-    "EM",  # flake8-errmsg
     "ANN401",  # flake8-annotate typing.Any
-    "PD",  # pandas-vet
-    "COM812",  # trailing comma missing, but black takes care of that
-    "D401",  # imperative mood for first line. too many false-positives.
-    "SLF001",  # access private members.
+    "COM812",  # Comply with ruff-format.
+    "ISC001",  # Comply with ruff-format.
 ]
 
 
 [tool.ruff.per-file-ignores]
-"tests/*" = ["D", "ANN", "PLR2004"]
+"tests/*" = ["D", "ANN", "PLR2004", "S101"]
 
 
 [tool.ruff.pydocstyle]
diff --git a/src/pytask_parallel/__init__.py b/src/pytask_parallel/__init__.py
index 9ddfe07..b940c76 100644
--- a/src/pytask_parallel/__init__.py
+++ b/src/pytask_parallel/__init__.py
@@ -1,4 +1,4 @@
-"""This module is the main namespace of the package."""
+"""Contains the main namespace of the package."""
 from __future__ import annotations
 
 try:
diff --git a/src/pytask_parallel/backends.py b/src/pytask_parallel/backends.py
index 513a04d..981f2a0 100644
--- a/src/pytask_parallel/backends.py
+++ b/src/pytask_parallel/backends.py
@@ -1,4 +1,4 @@
-"""This module configures the available backends."""
+"""Configures the available backends."""
 from __future__ import annotations
 
 import enum
@@ -23,7 +23,10 @@ class CloudpickleProcessPoolExecutor(ProcessPoolExecutor):
 
     # The type signature is wrong for version above Py3.7. Fix when 3.7 is deprecated.
     def submit(  # type: ignore[override]
-        self, fn: Callable[..., Any], *args: Any, **kwargs: Any  # noqa: ARG002
+        self,
+        fn: Callable[..., Any],
+        *args: Any,  # noqa: ARG002
+        **kwargs: Any,
     ) -> Future[Any]:
         """Submit a new task."""
         return super().submit(
diff --git a/src/pytask_parallel/config.py b/src/pytask_parallel/config.py
index f87df89..cf840a5 100644
--- a/src/pytask_parallel/config.py
+++ b/src/pytask_parallel/config.py
@@ -17,7 +17,7 @@ def pytask_parse_config(config: dict[str, Any]) -> None:
 
     if (
         isinstance(config["parallel_backend"], str)
-        and config["parallel_backend"] in ParallelBackend._value2member_map_
+        and config["parallel_backend"] in ParallelBackend._value2member_map_  # noqa: SLF001
     ):
         config["parallel_backend"] = ParallelBackend(config["parallel_backend"])
     elif (
@@ -26,7 +26,8 @@ def pytask_parse_config(config: dict[str, Any]) -> None:
     ):
         pass
     else:
-        raise ValueError("Invalid value for 'parallel_backend'.")
+        msg = f"Invalid value for 'parallel_backend'. Got {config['parallel_backend']}."
+        raise ValueError(msg)
 
     config["delay"] = 0.1
 
diff --git a/src/pytask_parallel/execute.py b/src/pytask_parallel/execute.py
index 70886e3..c3f2ed8 100644
--- a/src/pytask_parallel/execute.py
+++ b/src/pytask_parallel/execute.py
@@ -211,11 +211,12 @@ def pytask_execute_task(session: Session, task: PTask) -> Future[Any] | None:
 
 
 def _raise_exception_on_breakpoint(*args: Any, **kwargs: Any) -> None:  # noqa: ARG001
-    raise RuntimeError(
+    msg = (
         "You cannot use 'breakpoint()' or 'pdb.set_trace()' while parallelizing the "
         "execution of tasks with pytask-parallel. Please, remove the breakpoint or run "
         "the task without parallelization to debug it."
     )
+    raise RuntimeError(msg)
 
 
 def _patch_set_trace_and_breakpoint() -> None:
@@ -235,7 +236,7 @@ def _patch_set_trace_and_breakpoint() -> None:
 def _execute_task(  # noqa: PLR0913
     task: PTask,
     kwargs: dict[str, Any],
-    show_locals: bool,
+    show_locals: bool,  # noqa: FBT001
     console_options: ConsoleOptions,
     session_filterwarnings: tuple[str, ...],
     task_filterwarnings: tuple[Mark, ...],
@@ -251,7 +252,7 @@ def _execute_task(  # noqa: PLR0913
 
     with warnings.catch_warnings(record=True) as log:
         # mypy can't infer that record=True means log is not None; help it.
-        assert log is not None
+        assert log is not None  # noqa: S101
 
         for arg in session_filterwarnings:
             warnings.filterwarnings(*parse_warning_filter(arg, escape=False))
@@ -284,7 +285,7 @@ def _execute_task(  # noqa: PLR0913
                 nodes = tree_leaves(task.produces["return"])
                 values = structure_return.flatten_up_to(out)
                 for node, value in zip(nodes, values):
-                    node.save(value)  # type: ignore[attr-defined]
+                    node.save(value)
 
             processed_exc_info = None
 
@@ -305,7 +306,7 @@ def _execute_task(  # noqa: PLR0913
 
 def _process_exception(
     exc_info: tuple[type[BaseException], BaseException, TracebackType | None],
-    show_locals: bool,
+    show_locals: bool,  # noqa: FBT001
     console_options: ConsoleOptions,
 ) -> tuple[type[BaseException], BaseException, str]:
     """Process the exception and convert the traceback to a string."""