diff --git a/fastapi_template/template/{{cookiecutter.project_name}}/.pre-commit-config.yaml b/fastapi_template/template/{{cookiecutter.project_name}}/.pre-commit-config.yaml
index c991436b..be0f1e3c 100644
--- a/fastapi_template/template/{{cookiecutter.project_name}}/.pre-commit-config.yaml
+++ b/fastapi_template/template/{{cookiecutter.project_name}}/.pre-commit-config.yaml
@@ -2,28 +2,6 @@
 # See https://pre-commit.com for more information
 # See https://pre-commit.com/hooks.html for more hooks
 repos:
-    - repo: https://github.com/pre-commit/pre-commit-hooks
-      rev: v2.4.0
-      hooks:
-          - id: check-ast
-          - id: trailing-whitespace
-          - id: check-toml
-          - id: end-of-file-fixer
-
-    - repo: https://github.com/asottile/add-trailing-comma
-      rev: v2.1.0
-      hooks:
-          - id: add-trailing-comma
-
-    - repo: https://github.com/macisamuele/language-formatters-pre-commit-hooks
-      rev: v2.1.0
-      hooks:
-          - id: pretty-format-yaml
-            args:
-              - --autofix
-              - --preserve-quotes
-              - --indent=2
-
     - repo: local
       hooks:
 
@@ -33,6 +11,14 @@ repos:
             language: system
             types: [python]
 
+          - id: ruff
+            name: Check with Ruff
+            entry: poetry run ruff
+            language: system
+            pass_filenames: false
+            always_run: true
+            args: ["check", "{{cookiecutter.project_name}}", "tests", "--fix"]
+
           - id: mypy
             name: Validate types with MyPy
             entry: poetry run mypy
@@ -41,19 +27,3 @@ repos:
             pass_filenames: false
             args:
               - "{{cookiecutter.project_name}}"
-          - id: ruff
-            name: Validate project with Ruff
-            entry: poetry run ruff
-            language: system
-            types: [python]
-            pass_filenames: false
-            args:
-              - "{{cookiecutter.project_name}}"
-
-          - id: ruff
-            name: Check with Ruff
-            entry: poetry run ruff
-            language: system
-            pass_filenames: false
-            always_run: true
-            args: ["check", "{{cookiecutter.project_name}}", "tests", "--fix"]
diff --git a/fastapi_template/template/{{cookiecutter.project_name}}/pyproject.toml b/fastapi_template/template/{{cookiecutter.project_name}}/pyproject.toml
index ed6a54e4..4d0d8c11 100644
--- a/fastapi_template/template/{{cookiecutter.project_name}}/pyproject.toml
+++ b/fastapi_template/template/{{cookiecutter.project_name}}/pyproject.toml
@@ -244,17 +244,10 @@ src_folder = "./{{cookiecutter.project_name}}"
 {%- endif %}
 {%- endif %}
 
-[fastapi-template.options]
-{%- for key, value in cookiecutter.items() %}
-{%- if not key.startswith("_") and not key == "db_info" %}
-{{key}} = "{{value}}"
-{%- endif %}
-{%- endfor %}
-
 [tool.ruff]
 # List of enabled rulsets.
 # See https://docs.astral.sh/ruff/rules/ for more information.
-select = [
+lint.select = [
     "E",   # Error
     "F",   # Pyflakes
     "W",   # Pycodestyle
@@ -281,9 +274,10 @@ select = [
     "PL",  # PyLint checks
     "RUF", # Specific to Ruff checks
 ]
-ignore = [
+lint.ignore = [
     "D105",    # Missing docstring in magic method
     "D107",    # Missing docstring in __init__
+    "B008",    # Do not perform function calls in argument defaults
     "D211",    # No blank lines allowed before class docstring
     "D212",    # Multi-line docstring summary should start at the first line
     "D401",    # First line should be in imperative mood
@@ -302,34 +296,28 @@ exclude = [
     {%- endif %}
     ".venv/"
 ]
-mccabe = { max-complexity = 10 }
+lint.mccabe = { max-complexity = 10 }
 line-length = 88
 
-[tool.ruff.per-file-ignores]
+[tool.ruff.lint.per-file-ignores]
 "tests/*" = [
     "S101", # Use of assert detected
 ]
 
-[tool.ruff.pydocstyle]
+[tool.ruff.lint.pydocstyle]
 convention = "pep257"
 ignore-decorators = ["typing.overload"]
 
-[tool.ruff.pylint]
+[tool.ruff.lint.pylint]
 allow-magic-value-types = ["int", "str", "float", "bytes"]
 
-[tool.ruff.flake8-bugbear]
-extend-immutable-calls = [
-    "fastapi.Depends",
-    "fastapi.Query",
-    "fastapi.Path",
-    {%- if cookiecutter.enable_taskiq == "True" %}
-    "taskiq.TaskiqDepends",
-    {%- endif %}
-    {%- if cookiecutter.orm == "sqlalchemy" %}
-    "sqlalchemy.orm.joinedload",
-    {%- endif %}
-]
 
+[fastapi-template.options]
+{%- for key, value in cookiecutter.items() %}
+{%- if not key.startswith("_") and not key == "db_info" %}
+{{key}} = "{{value}}"
+{%- endif %}
+{%- endfor %}
 
 [build-system]
 requires = ["poetry-core>=1.0.0"]
diff --git a/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/__main__.py b/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/__main__.py
index d940af7f..3e83dcfe 100644
--- a/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/__main__.py
+++ b/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/__main__.py
@@ -1,5 +1,6 @@
 import os
 import shutil
+from pathlib import Path
 
 import uvicorn
 
@@ -25,8 +26,8 @@ def set_multiproc_dir() -> None:
     to avoid undefined behaviour.
     """
     shutil.rmtree(settings.prometheus_dir, ignore_errors=True)
-    os.makedirs(settings.prometheus_dir, exist_ok=True)
-    os.environ["prometheus_multiproc_dir"] = str(
+    Path(settings.prometheus_dir).mkdir(parents=True)
+    os.environ["prometheus_multiproc_dir"] = str(  # noqa: SIM112
         settings.prometheus_dir.expanduser().absolute(),
     )
     os.environ["PROMETHEUS_MULTIPROC_DIR"] = str(
diff --git a/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/conftest.py b/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/conftest.py
index c150815b..59532644 100644
--- a/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/conftest.py
+++ b/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/conftest.py
@@ -341,18 +341,18 @@ async def setup_db() -> AsyncGenerator[None, None]:
 async def setup_db() -> AsyncGenerator[None, None]:
     """
     Fixture to create database connection.
-    
+
     :yield: nothing.
     """
     client = AsyncIOMotorClient(settings.db_url.human_repr())  # type: ignore
     from {{cookiecutter.project_name}}.db.models import load_all_models  # noqa: WPS433
     await beanie.init_beanie(
         database=client[settings.db_base],
-        document_models=load_all_models(),
+        document_models=load_all_models(),  # type: ignore
     )
     yield
 
- 
+
 {%- endif %}
 
 {%- if cookiecutter.enable_rmq == 'True' %}
@@ -509,7 +509,7 @@ def fastapi_app(
     {%- if cookiecutter.enable_kafka == "True" %}
     application.dependency_overrides[get_kafka_producer] = lambda: test_kafka_producer
     {%- endif %}
-    return application  # noqa: WPS331
+    return application  # noqa: RET504
 
 
 @pytest.fixture
diff --git a/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/db_beanie/models/__init__.py b/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/db_beanie/models/__init__.py
index 50c4bdc0..eac4acd6 100644
--- a/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/db_beanie/models/__init__.py
+++ b/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/db_beanie/models/__init__.py
@@ -4,11 +4,13 @@
 from {{cookiecutter.project_name}}.db.models.dummy_model import DummyModel
 {%- endif %}
 
+from beanie import Document
+from typing import Type, Sequence
 
-def load_all_models(): # type: ignore
+def load_all_models() -> Sequence[Type[Document]]:
     """Load all models from this folder.""" # noqa: DAR201
     return [
 {%- if cookiecutter.add_dummy == "True" %}
-        DummyModel, # type: ignore
+        DummyModel,
 {%- endif %}
     ]
diff --git a/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/db_ormar/utils.py b/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/db_ormar/utils.py
index 18a531ce..c2ae2bf7 100644
--- a/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/db_ormar/utils.py
+++ b/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/db_ormar/utils.py
@@ -1,5 +1,6 @@
 import os
 
+from pathlib import Path
 from sqlalchemy import text
 from sqlalchemy.engine import URL, create_engine, make_url
 from {{cookiecutter.project_name}}.settings import settings
@@ -81,6 +82,6 @@ def create_database() -> None:
 def drop_database() -> None:
     """Drop current database."""
     if settings.db_file.exists():
-        os.remove(settings.db_file)
+        Path(settings.db_file).unlink()
 
 {%- endif %}
diff --git a/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/db_piccolo/app_conf.py b/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/db_piccolo/app_conf.py
index 33753ae7..7937a48b 100644
--- a/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/db_piccolo/app_conf.py
+++ b/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/db_piccolo/app_conf.py
@@ -1,16 +1,14 @@
 import os
 
 from piccolo.conf.apps import AppConfig, table_finder
+from pathlib import Path
 
-CURRENT_DIRECTORY = os.path.dirname(os.path.abspath(__file__))
+CURRENT_DIRECTORY = Path(__file__).parent
 
 
 APP_CONFIG = AppConfig(
     app_name='{{cookiecutter.project_name}}_db',
-    migrations_folder_path=os.path.join(
-        CURRENT_DIRECTORY,
-        'migrations'
-    ),
+    migrations_folder_path=str(CURRENT_DIRECTORY / 'migrations'),
     table_classes=table_finder(modules=[
         {%- if cookiecutter.add_dummy == "True" %}
         "{{cookiecutter.project_name}}.db.models.dummy_model"
diff --git a/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/db_psycopg/dao/dummy_dao.py b/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/db_psycopg/dao/dummy_dao.py
index fee89ed6..4f2b8a73 100644
--- a/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/db_psycopg/dao/dummy_dao.py
+++ b/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/db_psycopg/dao/dummy_dao.py
@@ -14,7 +14,7 @@ class DummyDAO:
     def __init__(
         self,
         db_pool: AsyncConnectionPool[Any] = Depends(get_db_pool),
-    ):
+    ) -> None:
         self.db_pool = db_pool
 
 
@@ -24,8 +24,7 @@ async def create_dummy_model(self, name: str) -> None:
 
         :param name: name of a dummy.
         """
-        async with self.db_pool.connection() as connection:
-            async with connection.cursor(binary=True) as cur:
+        async with self.db_pool.connection() as connection, connection.cursor(binary=True) as cur:
                 await cur.execute(
                     "INSERT INTO dummy (name) VALUES (%(name)s);",
                     params={
@@ -41,8 +40,7 @@ async def get_all_dummies(self, limit: int, offset: int) -> List[DummyModel]:
         :param offset: offset of dummies.
         :return: stream of dummies.
         """
-        async with self.db_pool.connection() as connection:
-            async with connection.cursor(
+        async with self.db_pool.connection() as connection, connection.cursor(
                 binary=True,
                 row_factory=class_row(DummyModel)
             ) as cur:
@@ -65,8 +63,7 @@ async def filter(
         :param name: name of dummy instance.
         :return: dummy models.
         """
-        async with self.db_pool.connection() as connection:
-            async with connection.cursor(
+        async with self.db_pool.connection() as connection, connection.cursor(
                 binary=True,
                 row_factory=class_row(DummyModel)
             ) as cur:
diff --git a/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/db_sa/dao/dummy_dao.py b/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/db_sa/dao/dummy_dao.py
index 3bedd75e..98b97f25 100644
--- a/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/db_sa/dao/dummy_dao.py
+++ b/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/db_sa/dao/dummy_dao.py
@@ -10,7 +10,7 @@
 class DummyDAO:
     """Class for accessing dummy table."""
 
-    def __init__(self, session: AsyncSession = Depends(get_db_session)):
+    def __init__(self, session: AsyncSession = Depends(get_db_session)) -> None:
         self.session = session
 
     async def create_dummy_model(self, name: str) -> None:
diff --git a/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/db_sa/utils.py b/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/db_sa/utils.py
index e1c23d04..2d776070 100644
--- a/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/db_sa/utils.py
+++ b/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/db_sa/utils.py
@@ -4,6 +4,7 @@
 from sqlalchemy.engine import URL, make_url
 from sqlalchemy.ext.asyncio import AsyncEngine, AsyncSession, create_async_engine
 from sqlalchemy.orm import sessionmaker
+from pathlib import Path
 from {{cookiecutter.project_name}}.settings import settings
 
 {% if cookiecutter.db_info.name == "postgresql" -%}
@@ -83,6 +84,6 @@ async def create_database() -> None:
 async def drop_database() -> None:
     """Drop current database."""
     if settings.db_file.exists():
-        os.remove(settings.db_file)
+        Path(settings.db_file).unlink()
 
 {%- endif %}
diff --git a/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/db_tortoise/config.py b/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/db_tortoise/config.py
index bbd0ad73..aab0b747 100644
--- a/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/db_tortoise/config.py
+++ b/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/db_tortoise/config.py
@@ -10,7 +10,7 @@
     },
     "apps": {
         "models": {
-            "models": MODELS_MODULES {%- if cookiecutter.enable_migrations == "True" %} + ["aerich.models"] {%- endif %} ,
+            "models": {%- if cookiecutter.enable_migrations == "True" %} [*MODELS_MODULES,  "aerich.models"] {%- else %} MODELS_MODULES {%- endif %} ,
             "default_connection": "default",
         },
     },
diff --git a/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/gunicorn_runner.py b/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/gunicorn_runner.py
index c3691b0f..43b65a12 100644
--- a/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/gunicorn_runner.py
+++ b/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/gunicorn_runner.py
@@ -20,7 +20,7 @@ class UvicornWorker(BaseUvicornWorker):
     to pass these parameters through gunicorn.
     """
 
-    CONFIG_KWARGS = {  # noqa: WPS115 (upper-case constant in a class)
+    CONFIG_KWARGS: dict[str, Any] = {  # typing: ignore  # noqa: RUF012
         "loop": "uvloop" if uvloop is not None else "asyncio",
         "http": "httptools",
         "lifespan": "on",
@@ -44,7 +44,7 @@ def __init__(  # noqa: WPS211 (Too many args)
         port: int,
         workers: int,
         **kwargs: Any,
-    ):
+    ) -> None:
         self.options = {
             "bind": f"{host}:{port}",
             "workers": workers,
diff --git a/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/web/lifetime.py b/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/web/lifetime.py
index bda77251..e62ec310 100644
--- a/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/web/lifetime.py
+++ b/fastapi_template/template/{{cookiecutter.project_name}}/{{cookiecutter.project_name}}/web/lifetime.py
@@ -129,7 +129,7 @@ async def _setup_db(app: FastAPI) -> None:
     app.state.db_client = client
     await beanie.init_beanie(
         database=client[settings.db_base],
-        document_models=load_all_models(),
+        document_models=load_all_models(),  # type: ignore
     )
 {%- endif %}
 
diff --git a/pyproject.toml b/pyproject.toml
index 73ffd8ef..3b625db0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -36,7 +36,8 @@ markers = [
     "sqlite: tests for sqlite3.",
 ]
 env = [
-    "POETRY_VIRTUALENVS_IN_PROJECT=True"
+    "POETRY_VIRTUALENVS_IN_PROJECT=True",
+    "PYTHON_KEYRING_BACKEND=keyring.backends.null.Keyring",
 ]
 testpaths = ["fastapi_template/tests"]