diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 00a9e839..319697bc 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -9,7 +9,7 @@ default_language_version:
 
 repos:
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: ebc15addedad713c86ef18ae9632c88e187dd0af  # v3.1.0
+    rev: 9136088a246768144165fcc3ecc3d31bb686920a # v3.3.0
     hooks:
       - id: trailing-whitespace
       # Replaces or checks mixed line ending
@@ -27,9 +27,13 @@ repos:
       - id: debug-statements
       - id: check-yaml
         files: .*\.(yaml|yml)$
-  - repo: https://gitlab.com/pycqa/flake8
-    rev: fb91b994ed4adf4f2b4890e7bdba82f57e3a81df # 3.8.4
+  - repo: local
     hooks:
       - id: flake8
+        name: flake8
         additional_dependencies:
           - hacking>=4.0.0,<4.1.0
+        language: python
+        entry: flake8
+        files: '^.*\.py$'
+        exclude: '^(doc|releasenotes|tools)/.*$'
diff --git a/tox.ini b/tox.ini
index 082658f7..b0629fca 100644
--- a/tox.ini
+++ b/tox.ini
@@ -59,7 +59,7 @@ deps = -r{toxinidir}/doc/requirements.txt
 commands = sphinx-build -W -b html doc/source doc/build/html
 
 [testenv:pep8]
-deps = hacking<4.1.0,>=4.0.0
+deps = hacking>=4.0.0,<4.1.0
       doc8
       pre-commit>=2.6.0
 commands =