diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index ebdb288..2e780e5 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -5,7 +5,9 @@
 
 ci:
     autofix_prs: false
+    autofix_commit_msg: "style: pre-commit fixes"
     autoupdate_commit_msg: "chore: update pre-commit hooks"
+    autoupdate_schedule: "monthly"
 
 repos:
 -   repo: https://github.com/pre-commit/pre-commit-hooks
@@ -38,9 +40,9 @@ repos:
 
 
 -   repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: "v0.13.2"
+    rev: "v0.14.13"
     hooks:
-    -   id: ruff
+    -   id: ruff-check
         types: [file, python]
         args: [--fix, --show-fixes]
     -   id: ruff-format
@@ -56,7 +58,7 @@ repos:
 
 
 -   repo: https://github.com/pycqa/isort
-    rev: '6.0.1'
+    rev: '7.0.0'
     hooks:
     -   id: isort
         name: isort (cython)
@@ -70,7 +72,7 @@ repos:
       types: [file, python]
 
 -   repo: https://github.com/pre-commit/mirrors-mypy
-    rev: 'v1.18.2'
+    rev: 'v1.19.1'
     hooks:
     -   id: mypy
         exclude: 'noxfile\.py|docs/conf\.py'
@@ -82,14 +84,14 @@ repos:
     - id: validate-pyproject
 
 -   repo: https://github.com/scientific-python/cookie
-    rev: 2025.05.02
+    rev: 2025.11.21
     hooks:
     - id: sp-repo-review
       additional_dependencies: ["repo-review[cli]"]
       args: ["--show=errskip"]
 
 -   repo: https://github.com/numpy/numpydoc
-    rev: v1.9.0
+    rev: v1.10.0
     hooks:
       - id: numpydoc-validation
         types: [file, python]
diff --git a/pyproject.toml b/pyproject.toml
index d205a1b..9adc4f4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -77,6 +77,7 @@ ignore = [
 [tool.pytest.ini_options]
 addopts = "-ra -v --doctest-modules"
 testpaths = ["src/stratify"]
+log_level = "INFO"
 
 [tool.mypy]
 disable_error_code = ["call-arg", "no-untyped-def", "no-untyped-call", "attr-defined", "misc", "index", "var-annotated", "assignment"]
@@ -254,8 +255,12 @@ convention = "numpy"
 ignore-words-list = "ND,Nd"
 
 [tool.repo-review]
-# These are a list of the currently failing tests to be fixed later:
+
 ignore = [
+    # https://learn.scientific-python.org/development/guides/packaging-simple#PP006
+    "PP006", # Uses dev dependency group
+
+    # These are a list of the currently failing tests to be fixed later:
     "PY004", # Has docs folder
     "PP302", # Sets a minimum pytest to at least 6
     "PP304", # Sets the log level in pytest