diff --git a/.github/ISSUE_TEMPLATE/bug_report.md b/.github/ISSUE_TEMPLATE/bug_report.md
index d877603..736d685 100644
--- a/.github/ISSUE_TEMPLATE/bug_report.md
+++ b/.github/ISSUE_TEMPLATE/bug_report.md
@@ -21,7 +21,7 @@ assignees: ''
 <details><summary>Reproducible example</summary><p>
 
 ```py
-<example here>
+# example here
 ```
 
 ```
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 5acfd73..5ecdbbf 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,15 +1,6 @@
 repos:
-- repo: https://github.com/Yelp/detect-secrets
-  # for new repo init run: `detect-secrets scan > .secrets.baseline`
-  rev: v1.4.0
-  hooks:
-  - id: detect-secrets
-    args: ['--baseline', '.secrets.baseline']
-    exclude: .*/tests/.*
-    additional_dependencies: ['gibberish-detector']
-
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.1.8
+  rev: v0.2.2
   hooks:
   - id: ruff
     args: [--fix, --exit-non-zero-on-fix]
@@ -17,16 +8,25 @@ repos:
 
 # should be replaced in the future ref https://github.com/astral-sh/ruff/issues/458
 - repo: https://github.com/jsh9/pydoclint
-  rev: 0.3.4
+  rev: 0.4.1
   hooks:
   - id: pydoclint
 
+- repo: https://github.com/Yelp/detect-secrets
+  # for new repo init run: `detect-secrets scan > .secrets.baseline`
+  rev: v1.4.0
+  hooks:
+  - id: detect-secrets
+    args: ['--baseline', '.secrets.baseline']
+    exclude: .*/tests/.*
+    additional_dependencies: ['gibberish-detector']
+
 # should be replaced in the future ref https://github.com/astral-sh/ruff/issues/3792
 - repo: https://github.com/asottile/blacken-docs
-  rev: 1.13.0
+  rev: 1.16.0
   hooks:
   - id: blacken-docs
-    additional_dependencies: ['black==23.10.0']
+    additional_dependencies: ['black==24.2.0']
 
 - repo: local
   hooks:
@@ -44,7 +44,7 @@ repos:
     args: ['--trailing-comma-inline-array']
 
 - repo: https://github.com/pre-commit/pre-commit-hooks
-  rev: v4.4.0
+  rev: v4.5.0
   hooks:
   - id: mixed-line-ending
     args: ['--fix=lf']
@@ -59,7 +59,7 @@ repos:
   - id: debug-statements
 
 - repo: https://github.com/python-jsonschema/check-jsonschema
-  rev: 0.27.1
+  rev: 0.28.0
   hooks:
   - id: check-dependabot
   - id: check-github-workflows
diff --git a/README.md b/README.md
index 3087c7e..e549b22 100644
--- a/README.md
+++ b/README.md
@@ -33,19 +33,14 @@ For documentation, see [mapply.readthedocs.io](https://mapply.readthedocs.io/en/
 import pandas as pd
 import mapply
 
-mapply.init(
-    n_workers=-1,
-    chunk_size=100,
-    max_chunks_per_worker=8,
-    progressbar=False
-)
+mapply.init(n_workers=-1, chunk_size=100, max_chunks_per_worker=8, progressbar=False)
 
 df = pd.DataFrame({"A": list(range(100))})
 
 # avoid unnecessary multiprocessing:
 # due to chunk_size=100, this will act as regular apply.
 # set chunk_size=1 to skip this check and let max_chunks_per_worker decide.
-df["squared"] = df.A.mapply(lambda x: x ** 2)
+df["squared"] = df.A.mapply(lambda x: x**2)
 ```
 
 
diff --git a/pyproject.toml b/pyproject.toml
index 719a0c7..68aa02f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -50,7 +50,6 @@ filterwarnings = ["ignore::DeprecationWarning"]
 select = ["ALL"]
 ignore = [
   "D107", # we have pydoclint with class docstring
-  "D407", # we have google style docstrings
   "E501", # we have black
   "ANN", # we have mypy
   "TRY003", # there is EM102
@@ -70,6 +69,9 @@ ignore = [
 [tool.ruff.isort]
 known-first-party = ["tests"]
 
+[tool.ruff.lint.pydocstyle]
+convention = "google"
+
 [tool.setuptools.dynamic]
 dependencies = {file = ["requirements/prod.txt"]}