diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
index 1dbafd40..de5da3dd 100644
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -44,10 +44,10 @@ jobs:
         python -m pip install -U setuptools pip codecov wheel pip-tools
         time pip-compile requirements-dev.in
         time pip-sync requirements-dev.txt
-    - name: Run flake
+    - name: Run pre-commit hooks
       if: matrix.python-version == '3.11'
       run: |
-        make flake
+        make pre-commit
     - name: Run unittests
       env:
         COLOR: 'yes'
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index f11d292a..06c3cdc2 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,25 +1,25 @@
 repos:
   - repo: 'https://github.com/pre-commit/pre-commit-hooks'
-    rev: v4.3.0
+    rev: v4.4.0
     hooks:
       - id: check-yaml
       - id: end-of-file-fixer
       - id: trailing-whitespace
-  - repo: 'https://github.com/asottile/pyupgrade'
-    rev: v2.37.3
-    hooks:
-      - id: pyupgrade
-        args:
-          - '--py38-plus'
-  - repo: 'https://github.com/psf/black'
-    rev: 22.8.0
-    hooks:
-      - id: black
   - repo: 'https://github.com/PyCQA/isort'
     rev: 5.12.0
     hooks:
       - id: isort
   - repo: 'https://github.com/pycqa/flake8'
-    rev: 5.0.4
+    rev: 6.0.0
     hooks:
       - id: flake8
+  - repo: 'https://github.com/asottile/pyupgrade'
+    rev: v3.3.2
+    hooks:
+      - id: pyupgrade
+        args:
+          - '--py36-plus'
+  - repo: 'https://github.com/psf/black'
+    rev: 23.3.0
+    hooks:
+      - id: black
diff --git a/Makefile b/Makefile
index e383a892..3bf31f10 100644
--- a/Makefile
+++ b/Makefile
@@ -2,10 +2,10 @@
 
 FLAGS=
 
-flake: checkrst
-	python -m flake8
+pre-commit flake: checkrst
+	pre-commit run --all
 
-test: flake
+test: pre-commit
 	python -Wd -m pytest -s -vv $(FLAGS) ./tests/
 
 vtest:
@@ -14,7 +14,7 @@ vtest:
 checkrst:
 	python setup.py check -rms
 
-cov cover coverage: flake
+cov cover coverage: pre-commit
 	python -Wd -m pytest -s -vv --cov-report term --cov-report html --cov aiobotocore ./tests
 	@echo "open file://`pwd`/htmlcov/index.html"
 
@@ -48,4 +48,4 @@ doc:
 	make -C docs html
 	@echo "open file://`pwd`/docs/_build/html/index.html"
 
-.PHONY: all flake test vtest cov clean doc
+.PHONY: all pre-commit test vtest cov clean doc
diff --git a/aiobotocore/credentials.py b/aiobotocore/credentials.py
index 5e535ac8..0778b7ab 100644
--- a/aiobotocore/credentials.py
+++ b/aiobotocore/credentials.py
@@ -438,7 +438,6 @@ async def _create_client(self):
         )
 
 
-# black: # fmt: skip (ing) this line triggers internal black error
 class AioAssumeRoleWithWebIdentityCredentialFetcher(
     AioBaseAssumeRoleCredentialFetcher
 ):
@@ -451,7 +450,6 @@ def __init__(
         cache=None,
         expiry_window_seconds=None,
     ):
-
         self._web_identity_token_loader = web_identity_token_loader
 
         super().__init__(
diff --git a/aiobotocore/session.py b/aiobotocore/session.py
index d480ca51..fcae6996 100644
--- a/aiobotocore/session.py
+++ b/aiobotocore/session.py
@@ -32,7 +32,6 @@ async def __aexit__(self, exc_type, exc_val, exc_tb):
 
 
 class AioSession(Session):
-
     # noinspection PyMissingConstructor
     def __init__(
         self,
@@ -80,11 +79,9 @@ def set_credentials(self, access_key, secret_key, token=None):
 
     async def get_credentials(self):
         if self._credentials is None:
-            self._credentials = await (
-                self._components.get_component(
-                    'credential_provider'
-                ).load_credentials()
-            )
+            self._credentials = await self._components.get_component(
+                'credential_provider'
+            ).load_credentials()
         return self._credentials
 
     async def get_service_model(self, service_name, api_version=None):
@@ -126,7 +123,6 @@ async def _create_client(
         aws_session_token=None,
         config=None,
     ):
-
         default_client_config = self.get_default_client_config()
         # If a config is provided and a default config is set, then
         # use the config resulting from merging the two.
diff --git a/examples/simple.py b/examples/simple.py
index 3c1e79e6..3d41c891 100644
--- a/examples/simple.py
+++ b/examples/simple.py
@@ -7,7 +7,6 @@
 
 
 async def go():
-
     bucket = 'dataintake'
     filename = 'dummy.bin'
     folder = 'aiobotocore'
diff --git a/examples/sqs_queue_create.py b/examples/sqs_queue_create.py
index aead4925..eb7b6bc8 100644
--- a/examples/sqs_queue_create.py
+++ b/examples/sqs_queue_create.py
@@ -7,7 +7,6 @@
 async def go():
     session = get_session()
     async with session.create_client('sqs', region_name='us-west-2') as client:
-
         print('Creating test_queue1')
         response = await client.create_queue(QueueName='test_queue1')
         queue_url = response['QueueUrl']
diff --git a/pyproject.toml b/pyproject.toml
index f23d8c48..1fd00b96 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,3 +1,12 @@
+[tool.pytest.ini_options]
+asyncio_mode = "auto"
+cache_dir = "/tmp/pytest_aiobotocore_cache"
+markers = [
+    "moto",
+    "config_kwargs",
+    "patch_attributes",
+]
+
 [tool.isort]
 profile = "black"
 line_length = 79
diff --git a/pytest.ini b/pytest.ini
deleted file mode 100644
index eb657022..00000000
--- a/pytest.ini
+++ /dev/null
@@ -1,6 +0,0 @@
-[pytest]
-cache_dir = /tmp/pytest_aiobotocore_cache
-markers =
-    moto
-    config_kwargs
-    patch_attributes
diff --git a/requirements-dev.in b/requirements-dev.in
index d050be5a..61ebaf43 100644
--- a/requirements-dev.in
+++ b/requirements-dev.in
@@ -1,16 +1,13 @@
 codecov~=2.1.13
-coverage~=7.2.7
-flake8~=3.9.0
-flake8-black~=0.3.3
-flake8-isort~= 4.1.1
-black~=22.6.0
-isort~= 5.10.1
+coverage==7.2.7
 docker~=6.1.3
 moto[server,s3,sqs,lambda,dynamodb,cloudformation,sns,batch,ec2,rds]~=4.0.0
-pytest~=6.2.4
-pytest-cov~=4.1.0
-pytest-asyncio~=0.14.0
-pytest-xdist~=2.2.1
+pre-commit~=3.5.0
+pytest==7.4.0
+pytest-cov==4.1.0
+pytest-asyncio~=0.21.1
+pytest-xdist==3.3.1
+setuptools==67.8.0;python_version>="3.12"
 
 # this is needed for test_patches
 dill~=0.3.3
diff --git a/.flake8 b/setup.cfg
similarity index 100%
rename from .flake8
rename to setup.cfg
diff --git a/tests/boto_tests/test_credentials.py b/tests/boto_tests/test_credentials.py
index c332bbd9..5711c63d 100644
--- a/tests/boto_tests/test_credentials.py
+++ b/tests/boto_tests/test_credentials.py
@@ -465,7 +465,6 @@ async def test_assumerolecredprovider_assume_role_no_cache(
 async def test_assumerolecredprovider_mfa(
     credential_provider, assumerolecredprovider_config_loader
 ):
-
     fake_config = {
         'profiles': {
             'development': {
@@ -525,7 +524,6 @@ async def test_assumerolecredprovider_mfa(
 async def test_assumerolecredprovider_mfa_cannot_refresh_credentials(
     credential_provider, assumerolecredprovider_config_loader
 ):
-
     fake_config = {
         'profiles': {
             'development': {
diff --git a/tests/python3.8/boto_tests/test_signers.py b/tests/python3.8/boto_tests/test_signers.py
index fa006c00..e359ffde 100644
--- a/tests/python3.8/boto_tests/test_signers.py
+++ b/tests/python3.8/boto_tests/test_signers.py
@@ -78,7 +78,6 @@ async def test_signers_generate_presigned_urls():
             aws_secret_access_key='lalala',
             aws_session_token='lalala',
         ) as client:
-
             # Uses HEAD as it covers more lines :)
             await client.generate_presigned_url(
                 'get_object',
@@ -123,7 +122,6 @@ async def test_signers_generate_presigned_post():
             aws_secret_access_key='lalala',
             aws_session_token='lalala',
         ) as client:
-
             await client.generate_presigned_post(
                 'somebucket', 'someprefix/key'
             )
diff --git a/tests/test_config.py b/tests/test_config.py
index 98edd83e..fab971e9 100644
--- a/tests/test_config.py
+++ b/tests/test_config.py
@@ -112,7 +112,6 @@ async def test_connector_timeout2():
         aws_secret_access_key='xxx',
         aws_access_key_id='xxx',
     ) as s3_client:
-
         with pytest.raises(ReadTimeoutError):
             resp = await s3_client.get_object(Bucket='foo', Key='bar')
             await resp["Body"].read()
diff --git a/tests/test_patches.py b/tests/test_patches.py
index 80c348b7..7d945c07 100644
--- a/tests/test_patches.py
+++ b/tests/test_patches.py
@@ -671,7 +671,6 @@ def test_patches():
 
     success = True
     for obj, digests in _API_DIGESTS.items():
-
         try:
             source = getsource(obj)
         except TypeError:
diff --git a/tests/test_session.py b/tests/test_session.py
index 8259ef66..4c3f5874 100644
--- a/tests/test_session.py
+++ b/tests/test_session.py
@@ -47,7 +47,6 @@ async def test_retry(
         aws_access_key_id="xxx",
         endpoint_url='http://localhost:7878',
     ) as client:
-
         # this needs the new style exceptions to work
         with pytest.raises(httpsession.EndpointConnectionError):
             await client.get_object(Bucket='foo', Key='bar')
diff --git a/tests/test_version.py b/tests/test_version.py
index a490c299..79cde86a 100644
--- a/tests/test_version.py
+++ b/tests/test_version.py
@@ -87,7 +87,9 @@ def _get_boto_module_versions(
             continue
 
         # NOTE: don't support complex versioning yet as requirements are unknown
-        gte = lt = eq = None  # type: Optional[version.Version]
+        gte: Optional[version.Version] = None
+        lt: Optional[version.Version] = None
+        eq: Optional[version.Version] = None
         for spec in ver.req.specifier:
             if spec.operator == '>=':
                 assert gte is None