diff --git a/docs/changes/5.5.1.md b/docs/changes/5.5.1.md
index 045acd6397..a1e0eb8d68 100644
--- a/docs/changes/5.5.1.md
+++ b/docs/changes/5.5.1.md
@@ -38,7 +38,12 @@ Release date: `2024-xx-xx`
 - Upgraded `authlib` from 1.3.0 to 1.3.1
 - Upgraded `black` from 23.12.1 to 24.8.0
 - Upgraded `certifi` from 2023.7.22 to 2024.7.4
+- Upgraded `flake8` from 6.1.0 to 7.1.1
+- Upgraded `typing-extensions` from 4.9.0 to 4.12.2
+- Upgraded `pre-commit` from 2.16.0 to 3.8.0
+- Upgraded `pycodestyle` from 2.11.1 to 2.12.1
 - Upgraded `py-cpuinfo` from 8.0.0 to 9.0.0
+- Upgraded `pyflakes` from 3.1.0 to 3.2.0
 - Upgraded `pytest-benchmark` from 3.4.1 to 4.0.0
 - Upgraded `setuptools` from 69.5.1 to 72.1.0
 - Upgraded `zipp` from 3.18.0 to 3.20.0
diff --git a/tools/deps/requirements-tests.txt b/tools/deps/requirements-tests.txt
index f7e9accc8f..640d22ecaf 100644
--- a/tools/deps/requirements-tests.txt
+++ b/tools/deps/requirements-tests.txt
@@ -122,9 +122,9 @@ execnet==2.0.2 \
 faker==22.0.0 \
     --hash=sha256:1d5dc0a75da7bc40741ee4c84d99dc087b97bd086d4222ad06ac4dd2219bcf3f \
     --hash=sha256:9c22c0a734ca01c6e4f2259eab5dab9081905a9d67b27272aea5c9feeb5a3789
-flake8==6.1.0 \
-    --hash=sha256:d5b3857f07c030bdb5bf41c7f53799571d75c4491748a3adcd47de929e34cd23 \
-    --hash=sha256:ffdfce58ea94c6580c77888a86506937f9a1a227dfcd15f245d694ae20a6b6e5
+flake8==7.1.1 \
+    --hash=sha256:049d058491e228e03e67b390f311bbf88fce2dbaa8fa673e7aea87b7198b8d38 \
+    --hash=sha256:597477df7860daa5aa0fdd84bf5208a043ab96b8e96ab708770ae0364dd03213
 future==0.18.3 \
     --hash=sha256:34a17436ed1e96697a86f9de3d15a3b0be01d8bc8de9c1dffd59fb8234ed5307
     # via junitparser
@@ -203,16 +203,16 @@ pluggy==1.5.0 \
     --hash=sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1 \
     --hash=sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669
     # via pytest
-pre-commit==2.16.0 \
-    --hash=sha256:758d1dc9b62c2ed8881585c254976d66eae0889919ab9b859064fc2fe3c7743e \
-    --hash=sha256:fe9897cac830aa7164dbd02a4e7b90cae49630451ce88464bca73db486ba9f65
-pycodestyle==2.11.1 \
-    --hash=sha256:41ba0e7afc9752dfb53ced5489e89f8186be00e599e712660695b7a75ff2663f \
-    --hash=sha256:44fe31000b2d866f2e41841b18528a505fbd7fef9017b04eff4e2648a0fadc67
+pre-commit==3.8.0 \
+    --hash=sha256:8bb6494d4a20423842e198980c9ecf9f96607a07ea29549e180eef9ae80fe7af \
+    --hash=sha256:9a90a53bf82fdd8778d58085faf8d83df56e40dfe18f45b19446e26bf1b3a63f
+pycodestyle==2.12.1 \
+    --hash=sha256:44fe31000b2d866f2e41841b18528a505fbd7fef9017b04eff4e2648a0fadc67 \
+    --hash=sha256:46f0fb92069a7c28ab7bb558f05bfc0110dac69a0cd23c61ea0040283a9d78b3
     # via flake8
-pyflakes==3.1.0 \
-    --hash=sha256:4132f6d49cb4dae6819e5379898f2b8cce3c5f23994194c24b77d5da2e36f774 \
-    --hash=sha256:a0aae034c444db0071aa077972ba4768d40c830d9539fd45bf4cd3f8f6992efc
+pyflakes==3.2.0 \
+    --hash=sha256:1c61603ff154621fb2a9172037d84dca3500def8c8b630657d1701f026f8af3f \
+    --hash=sha256:84b5be138a2dfbb40689ca07e2152deb896a65c3a3e24c251c5c62489568074a
 pyfakefs==5.3.5 \
     --hash=sha256:751015c1de94e1390128c82b48cdedc3f088bbdbe4bc713c79d02a27f0f61e69 \
     --hash=sha256:7cdc500b35a214cb7a614e1940543acc6650e69a94ac76e30f33c9373bd9cf90
@@ -395,9 +395,9 @@ types-certifi==2021.10.8.3 \
     --hash=sha256:72cf7798d165bc0b76e1c10dd1ea3097c7063c42c21d664523b928e88b554a4f \
     --hash=sha256:b2d1e325e69f71f7c78e5943d410e650b4707bb0ef32e4ddf3da37f54176e88a
     # via mypy
-typing-extensions==4.9.0 \
-    --hash=sha256:23478f88c37f27d76ac8aee6c905017a143b0b1b886c3c9f66bc2fd94f9f5783 \
-    --hash=sha256:af72aea155e91adfc61c3ae9e0e342dbc0cba726d6cba4b6c72c1f34e47291cd
+typing-extensions==4.12.2 \
+    --hash=sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d \
+    --hash=sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8
     # via mypy
 types-python-dateutil==2.8.19.20240106 \
     --hash=sha256:1f8db221c3b98e6ca02ea83a58371b22c374f42ae5bbdf186db9c9a76581459f \
diff --git a/tools/deps/requirements-tox.txt b/tools/deps/requirements-tox.txt
index 96b7204a32..c53d0291bf 100644
--- a/tools/deps/requirements-tox.txt
+++ b/tools/deps/requirements-tox.txt
@@ -68,9 +68,9 @@ tomli==2.0.1 \
     #   build
     #   pip-tools
     #   pyproject-hooks
-typing-extensions==4.9.0 \
-    --hash=sha256:23478f88c37f27d76ac8aee6c905017a143b0b1b886c3c9f66bc2fd94f9f5783 \
-    --hash=sha256:af72aea155e91adfc61c3ae9e0e342dbc0cba726d6cba4b6c72c1f34e47291cd
+typing-extensions==4.12.2 \
+    --hash=sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d \
+    --hash=sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8
     # via importlib-metadata
 virtualenv==20.26.2 \
     --hash=sha256:82bf0f4eebbb78d36ddaee0283d43fe5736b53880b8a8cdcd37390a07ac3741c \