diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 1c95e3d..f972cd9 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,40 +1,40 @@
 repos:
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v4.1.0
+    rev: v4.3.0
     hooks:
       - id: trailing-whitespace
       - id: check-json
       - id: check-yaml
 
-  - repo: https://gitlab.com/pycqa/flake8
-    rev: 4.0.1
+  - repo: https://github.com/pycqa/flake8
+    rev: 5.0.4
     hooks:
       - id: flake8
-        additional_dependencies: [flake8-bugbear==22.3.23]
+        additional_dependencies: [flake8-bugbear==22.9.23]
 
   - repo: https://github.com/codespell-project/codespell
-    rev: v2.1.0
+    rev: v2.2.2
     hooks:
       - id: codespell
         name: Check source code spelling
         stages: [commit]
 
   - repo: local
     hooks:
       - id: mypy
         name: mypy
         entry: mypy
         args: [swh]
         pass_filenames: false
         language: system
         types: [python]
 
   - repo: https://github.com/PyCQA/isort
     rev: 5.10.1
     hooks:
       - id: isort
 
   - repo: https://github.com/python/black
-    rev: 22.3.0
+    rev: 22.10.0
     hooks:
       - id: black
diff --git a/tox.ini b/tox.ini
index be4644e..2f508fa 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,74 +1,75 @@
 [tox]
 envlist=black,flake8,mypy,py3
 
 [testenv]
 extras =
   testing
 deps =
   pytest-cov
 commands =
   pytest --doctest-modules \
          {envsitepackagesdir}/swh/loader/bzr \
          --cov={envsitepackagesdir}/swh/loader/bzr \
          --cov-branch {posargs}
 
 [testenv:black]
 skip_install = true
 deps =
-  black==22.3.0
+  black==22.10.0
 commands =
   {envpython} -m black --check swh
 
 [testenv:flake8]
 skip_install = true
 deps =
-  flake8==4.0.1
-  flake8-bugbear==22.3.23
+  flake8==5.0.4
+  flake8-bugbear==22.9.23
+  pycodestyle==2.9.1
 commands =
   {envpython} -m flake8
 
 [testenv:mypy]
 extras =
   testing
 deps =
   mypy==0.942
 commands =
   mypy swh
 
 # build documentation outside swh-environment using the current
 # git HEAD of swh-docs, is executed on CI for each diff to prevent
 # breaking doc build
 [testenv:sphinx]
 whitelist_externals = make
 usedevelop = true
 extras =
   testing
 deps =
   # fetch and install swh-docs in develop mode
   -e git+https://forge.softwareheritage.org/source/swh-docs#egg=swh.docs
 
 setenv =
   SWH_PACKAGE_DOC_TOX_BUILD = 1
   # turn warnings into errors
   SPHINXOPTS = -W
 commands =
   make -I ../.tox/sphinx/src/swh-docs/swh/ -C docs
 
 
 # build documentation only inside swh-environment using local state
 # of swh-docs package
 [testenv:sphinx-dev]
 whitelist_externals = make
 usedevelop = true
 extras =
   testing
 deps =
   # install swh-docs in develop mode
   -e ../swh-docs
 
 setenv =
   SWH_PACKAGE_DOC_TOX_BUILD = 1
   # turn warnings into errors
   SPHINXOPTS = -W
 commands =
   make -I ../.tox/sphinx-dev/src/swh-docs/swh/ -C docs