diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 1e6fa1c1..19375bb0 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,13 +1,13 @@
 repos:
   - repo: https://github.com/Quantco/pre-commit-mirrors-black
-    rev: 23.12.1
+    rev: 24.1.1
     hooks:
       - id: black-conda
         args:
           - --safe
           - --target-version=py38
   - repo: https://github.com/Quantco/pre-commit-mirrors-flake8
-    rev: 6.1.0
+    rev: 7.0.0
     hooks:
       - id: flake8-conda
   - repo: https://github.com/Quantco/pre-commit-mirrors-isort
@@ -27,7 +27,7 @@ repos:
         args:
           - --py38-plus
   - repo: https://github.com/Quantco/pre-commit-mirrors-typos
-    rev: 1.16.26
+    rev: 1.18.0
     hooks:
       - id: typos-conda
         exclude: "\\.csv$"
diff --git a/_typos.toml b/_typos.toml
index 6a371c53..3505d21e 100644
--- a/_typos.toml
+++ b/_typos.toml
@@ -1,2 +1,2 @@
 [default.extend-words]
-nd = "nd"
\ No newline at end of file
+nd = "nd"
diff --git a/src/datajudge/__init__.py b/src/datajudge/__init__.py
index c2d6c207..546a1198 100644
--- a/src/datajudge/__init__.py
+++ b/src/datajudge/__init__.py
@@ -1,7 +1,6 @@
 """datajudge allows to assess  whether data from database complies with reference
 information."""
 
-
 import pkg_resources
 
 from .constraints.base import Constraint
diff --git a/src/datajudge/db_access.py b/src/datajudge/db_access.py
index e7733326..a3d371f0 100644
--- a/src/datajudge/db_access.py
+++ b/src/datajudge/db_access.py
@@ -74,12 +74,12 @@ def apply_patches(engine: sa.engine.Engine):
 
 
 @overload
-def lowercase_column_names(column_names: str) -> str:
+def lowercase_column_names(column_names: str) -> str:  # fmt: off
     ...
 
 
 @overload
-def lowercase_column_names(column_names: list[str]) -> list[str]:
+def lowercase_column_names(column_names: list[str]) -> list[str]:  # fmt: off
     ...