diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 15b0f93..7a1a1b7 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,12 +1,12 @@
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.1.9
+    rev: v0.2.1
     hooks:
       - id: ruff
-        args: [--fix, --exit-non-zero-on-fix]
+        args: [--exit-non-zero-on-fix]
 
   - repo: https://github.com/psf/black-pre-commit-mirror
-    rev: 23.12.1
+    rev: 24.1.1
     hooks:
       - id: black
 
@@ -28,23 +28,16 @@ repos:
       - id: mypy
         args: [--strict, --pretty, --show-error-codes]
         additional_dependencies:
-          [
-            platformdirs,
-            pytest,
-            rapidfuzz,
-            types-freezegun,
-            types-python-slugify,
-            urllib3,
-          ]
+          [platformdirs, pytest, python-slugify, rapidfuzz, types-freezegun, urllib3]
 
   - repo: https://github.com/tox-dev/pyproject-fmt
-    rev: 1.5.3
+    rev: 1.7.0
     hooks:
       - id: pyproject-fmt
         additional_dependencies: [tox]
 
   - repo: https://github.com/abravalheri/validate-pyproject
-    rev: v0.15
+    rev: v0.16
     hooks:
       - id: validate-pyproject
 
diff --git a/pyproject.toml b/pyproject.toml
index 5ac240e..9c58fe6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -64,6 +64,9 @@ version.source = "vcs"
 local_scheme = "no-local-version"
 
 [tool.ruff]
+fix = true
+
+[tool.ruff.lint]
 select = [
   "C4", # flake8-comprehensions
   "E", # pycodestyle errors
@@ -71,12 +74,12 @@ select = [
   "F", # pyflakes errors
   "I", # isort
   "ISC", # flake8-implicit-str-concat
+  "LOG", # flake8-logging
   "PGH", # pygrep-hooks
   "RUF100", # unused noqa (yesqa)
   "UP", # pyupgrade
   "W", # pycodestyle warnings
   "YTT", # flake8-2020
-  # "LOG", # TODO: enable flake8-logging when it's not in preview anymore
 ]
 extend-ignore = [
   "E203", # Whitespace before ':'
@@ -85,7 +88,7 @@ extend-ignore = [
   "E241", # Multiple spaces after ','
 ]
 
-[tool.ruff.isort]
+[tool.ruff.lint.isort]
 known-first-party = ["pepotron"]
 required-imports = ["from __future__ import annotations"]
 
diff --git a/src/pepotron/__init__.py b/src/pepotron/__init__.py
index 0034c42..c5e398d 100644
--- a/src/pepotron/__init__.py
+++ b/src/pepotron/__init__.py
@@ -1,6 +1,7 @@
 """
 CLI to open PEPs in your browser
 """
+
 from __future__ import annotations
 
 import importlib.metadata
diff --git a/src/pepotron/_cache.py b/src/pepotron/_cache.py
index dbaba9c..d3ffbd8 100644
--- a/src/pepotron/_cache.py
+++ b/src/pepotron/_cache.py
@@ -1,6 +1,7 @@
 """
 Cache functions
 """
+
 from __future__ import annotations
 
 import datetime as dt
diff --git a/src/pepotron/cli.py b/src/pepotron/cli.py
index e6bfbc6..bbd4a5f 100644
--- a/src/pepotron/cli.py
+++ b/src/pepotron/cli.py
@@ -1,6 +1,7 @@
 """
 pepotron: CLI to open PEPs in your browser
 """
+
 from __future__ import annotations
 
 import argparse
diff --git a/tests/test_cache.py b/tests/test_cache.py
index 14ff6cb..446f812 100644
--- a/tests/test_cache.py
+++ b/tests/test_cache.py
@@ -1,6 +1,7 @@
 """
 Unit tests for _cache
 """
+
 from __future__ import annotations
 
 import tempfile
diff --git a/tests/test_pepotron.py b/tests/test_pepotron.py
index b6c67ad..c6e8f37 100644
--- a/tests/test_pepotron.py
+++ b/tests/test_pepotron.py
@@ -1,6 +1,7 @@
 """
 Unit tests
 """
+
 from __future__ import annotations
 
 from collections import namedtuple