diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 29868ee..88a9fbd 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -6,39 +6,30 @@ jobs:
   test:
     runs-on: ubuntu-latest
 
-    strategy:
-      matrix:
-        python-version: [3.8, 3.9, 3.10, 3.11, 3.12]
-        django-version: [4.2, 5.0, 5.1]
-
     steps:
-    - uses: actions/checkout@v2
-
-    - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v2
-      with:
-        python-version: ${{ matrix.python-version }}
+      - uses: actions/checkout@v4
 
-    - name: Install dependencies
-      run: |
-        python -m pip install --upgrade pip
-        pip install poetry tox
-        poetry install
-        pip install coverage codecov pytest
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.x'
 
-    - name: Run tests with coverage
-      run: coverage run -m pytest
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install coverage codecov pytest poetry
+          pip install -r packages/requirements-dev.txt
 
-    - name: Generate coverage report
-      run: coverage xml
+      - name: Run tests with coverage
+        run: pytest --cov=django_logging --cov-report=xml
 
-    - name: Run Tox tests
-      run: tox
+      - name: Run Tox tests
+        run: tox
 
-    - name: Run pre-commit hooks
-      run: tox -e pre-commit
+      - name: Run pre-commit hooks
+        run: tox -e pre-commit
 
-    - name: Upload coverage to Codecov
-      run: codecov
-      env:
-        CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+      - name: Upload coverage to Codecov
+        run: codecov
+        env:
+          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
diff --git a/.gitignore b/.gitignore
index 3221e55..187779e 100644
--- a/.gitignore
+++ b/.gitignore
@@ -139,4 +139,4 @@ uwsgi.ini
 nginx.conf
 test_app/
 myenv/
-myenv3_8/
\ No newline at end of file
+myenv3_8/
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 55ef99d..9b55220 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -2,6 +2,9 @@ repos:
   - repo: https://github.com/pre-commit/pre-commit-hooks
     rev: v4.4.0
     hooks:
+      - id: check-toml
+      - id: check-yaml
+        files: \.yaml$
       - id: trailing-whitespace
         exclude: (migrations/|tests/|docs/).*
       - id: end-of-file-fixer
@@ -15,6 +18,21 @@ repos:
       - id: check-docstring-first
         exclude: (migrations/|tests/|docs/).*
 
+  - repo: https://github.com/tox-dev/pyproject-fmt
+    rev: 2.2.1
+    hooks:
+      - id: pyproject-fmt
+
+  - repo: https://github.com/tox-dev/tox-ini-fmt
+    rev: 1.3.1
+    hooks:
+      - id: tox-ini-fmt
+
+  - repo: https://github.com/asottile/pyupgrade
+    rev: v3.17.0
+    hooks:
+      - id: pyupgrade
+
   - repo: https://github.com/pre-commit/mirrors-isort
     rev: v5.10.1
     hooks:
@@ -49,6 +67,14 @@ repos:
         args: ["--in-place", "--recursive", "--blank"]
         exclude: (migrations/|tests/|docs/).*
 
+  - repo: https://github.com/adamchainz/blacken-docs
+    rev: 1.18.0
+    hooks:
+      - id: blacken-docs
+        additional_dependencies:
+          - black==24.4.2
+        files: '\.rst$'
+
   - repo: https://github.com/rstcheck/rstcheck
     rev: "v6.2.4"
     hooks:
@@ -68,17 +94,15 @@ repos:
         pass_filenames: false
         always_run: true
 
-      - id: pylint
-        name: pylint
-        entry: pylint
-        language: system
-        types: [python]
-        require_serial: true
-        args:
-          - "-rn"
-          - "-sn"
-          - "--rcfile=pyproject.toml"
-        files: ^django_logging/
-
-ci:
-  skip: [pylint]
+#      - id: pylint
+#        name: pylint
+#        entry: pylint
+#        language: system
+#        types: [python]
+#        require_serial: true
+#        args:
+#          - "-rn"
+#          - "-sn"
+#          - "--rcfile=pyproject.toml"
+#        files: ^django_logging/
+#        exclude: (migrations/|tests/|docs/).*
diff --git a/.readthedocs.yml b/.readthedocs.yaml
similarity index 100%
rename from .readthedocs.yml
rename to .readthedocs.yaml
diff --git a/README.md b/README.md
index 96fa5db..68bd348 100644
--- a/README.md
+++ b/README.md
@@ -16,7 +16,7 @@ The [`django_logging`](https://github.com/ARYAN-NIKNEZHAD/django_logging) is a D
 
 - Language: Python > 3.8
 - Framework: Django > 4.2
--
+
 
 ## Documentation
 
diff --git a/django_logging/constants/__init__.py b/django_logging/constants/__init__.py
index 8ea139c..260cfc7 100644
--- a/django_logging/constants/__init__.py
+++ b/django_logging/constants/__init__.py
@@ -1,3 +1,4 @@
+from .date_format_directives import VALID_DIRECTIVES
 from .default_settings import DefaultConsoleSettings, DefaultLoggingSettings
 from .log_format_options import FORMAT_OPTIONS
 from .log_format_specifiers import LOG_FORMAT_SPECIFIERS
diff --git a/django_logging/constants/date_format_directives.py b/django_logging/constants/date_format_directives.py
new file mode 100644
index 0000000..359cc21
--- /dev/null
+++ b/django_logging/constants/date_format_directives.py
@@ -0,0 +1,22 @@
+from typing import Set
+
+VALID_DIRECTIVES: Set = {
+    "%Y",
+    "%m",
+    "%d",
+    "%H",
+    "%M",
+    "%S",
+    "%a",
+    "%A",
+    "%b",
+    "%B",
+    "%p",
+    "%I",
+    "%j",
+    "%U",
+    "%W",
+    "%c",
+    "%x",
+    "%X",
+}
diff --git a/django_logging/filters/log_level_filter.py b/django_logging/filters/log_level_filter.py
index b147322..e252616 100644
--- a/django_logging/filters/log_level_filter.py
+++ b/django_logging/filters/log_level_filter.py
@@ -2,37 +2,37 @@
 
 
 class LoggingLevelFilter(logging.Filter):
-    """
-    Filters log records based on their logging level.
+    """Filters log records based on their logging level.
+
+    This filter is used to prevent log records from being written to log
+    files intended for lower log levels. For example, if we have
+    separate log files for DEBUG, INFO, WARNING, and ERROR levels, this
+    filter ensures that a log record with level ERROR is only written to
+    the ERROR log file, and not to the DEBUG, INFO or WARNING log files.
 
-    This filter is used to prevent log records from being written to log files
-    intended for lower log levels. For example, if we have separate log
-    files for DEBUG, INFO, WARNING, and ERROR levels, this filter ensures that
-    a log record with level ERROR is only written to the ERROR log file, and not
-    to the DEBUG, INFO or WARNING log files.
     """
 
     def __init__(self, logging_level: int):
-        """
-        Initializes a LoggingLevelFilter instance.
+        """Initializes a LoggingLevelFilter instance.
 
         Args:
             logging_level: The logging level to filter on (e.g. logging.DEBUG, logging.INFO, etc.).
 
         Returns:
             None
+
         """
         super().__init__()
         self.logging_level = logging_level
 
     def filter(self, record: logging.LogRecord) -> bool:
-        """
-        Filters a log record based on its level.
+        """Filters a log record based on its level.
 
         Args:
             record: The log record to filter.
 
         Returns:
             True if the log record's level matches the specified logging level, False otherwise.
+
         """
         return record.levelno == self.logging_level
diff --git a/django_logging/management/commands/send_logs.py b/django_logging/management/commands/send_logs.py
index fb768be..d051e49 100644
--- a/django_logging/management/commands/send_logs.py
+++ b/django_logging/management/commands/send_logs.py
@@ -18,35 +18,35 @@
 
 
 class Command(BaseCommand):
-    """
-    A Django management command that zips the log directory and sends it to
+    """A Django management command that zips the log directory and sends it to
     the specified email address.
 
-    This command is used to send the log files to a specified email address.
-    It zips the log directory, creates an email with the zipped file as an attachment,
-    and sends it to the specified email address.
+    This command is used to send the log files to a specified email
+    address. It zips the log directory, creates an email with the zipped
+    file as an attachment, and sends it to the specified email address.
+
     """
 
     help = "Send log folder to the specified email address"
 
     def add_arguments(self, parser: ArgumentParser) -> None:
-        """
-        Add custom command arguments.
+        """Add custom command arguments.
 
         Parameters:
             parser (ArgumentParser): The argument parser to add arguments to.
+
         """
         parser.add_argument(
             "email", type=str, help="The email address to send the logs to"
         )
 
     def handle(self, *args: Tuple, **kwargs: Dict) -> None:
-        """
-        The main entry point for the command.
+        """The main entry point for the command.
 
         Parameters:
             args (tuple): Positional arguments.
             kwargs (dict): Keyword arguments.
+
         """
         email = kwargs["email"]
 
@@ -98,10 +98,12 @@ def handle(self, *args: Tuple, **kwargs: Dict) -> None:
                 logger.info("Temporary zip file cleaned up successfully.")
 
     def validate_email_settings(self) -> None:
-        """
-        Check if all required email settings are present in the settings file.
+        """Check if all required email settings are present in the settings
+        file.
+
+        Raises ImproperlyConfigured if any of the required email
+        settings are missing.
 
-        Raises ImproperlyConfigured if any of the required email settings are missing.
         """
         errors = check_email_settings(require_admin_email=False)
         if errors:
diff --git a/django_logging/middleware/request_middleware.py b/django_logging/middleware/request_middleware.py
index cd5e8ed..acf2293 100644
--- a/django_logging/middleware/request_middleware.py
+++ b/django_logging/middleware/request_middleware.py
@@ -8,33 +8,33 @@
 
 
 class RequestLogMiddleware:
-    """
-    Middleware to log information about each incoming request.
+    """Middleware to log information about each incoming request.
+
+    This middleware logs the request path, the user making the request
+    (if authenticated), and the user's IP address.
 
-    This middleware logs the request path, the user making the request (if authenticated),
-    and the user's IP address.
     """
 
     def __init__(self, get_response: Callable[[HttpRequest], HttpResponse]) -> None:
-        """
-        Initializes the RequestLogMiddleware instance.
+        """Initializes the RequestLogMiddleware instance.
 
         Args:
             get_response: A callable that returns an HttpResponse object.
+
         """
         self.get_response = get_response
         user_model = get_user_model()
         self.username_field = user_model.USERNAME_FIELD
 
     def __call__(self, request: HttpRequest) -> HttpResponse:
-        """
-        Processes an incoming request and logs relevant information.
+        """Processes an incoming request and logs relevant information.
 
         Args:
             request: The incoming request object.
 
         Returns:
             The response object returned by the view function.
+
         """
         # Before view (and later middleware) are called.
         response = self.get_response(request)
@@ -67,9 +67,7 @@ def __call__(self, request: HttpRequest) -> HttpResponse:
 
     @staticmethod
     def get_ip_address(request: HttpRequest) -> str:
-        """
-        Retrieves the client's IP address from the request object.
-        """
+        """Retrieves the client's IP address from the request object."""
         ip_address = request.META.get("HTTP_X_FORWARDED_FOR")
         if ip_address:
             ip_address = ip_address.split(",")[0]
@@ -82,7 +80,5 @@ def get_ip_address(request: HttpRequest) -> str:
 
     @staticmethod
     def get_user_agent(request: HttpRequest) -> str:
-        """
-        Retrieves the client's user agent from the request object.
-        """
+        """Retrieves the client's user agent from the request object."""
         return request.META.get("HTTP_USER_AGENT", "Unknown User Agent")
diff --git a/django_logging/settings/conf.py b/django_logging/settings/conf.py
index 38344e2..05185cc 100644
--- a/django_logging/settings/conf.py
+++ b/django_logging/settings/conf.py
@@ -18,12 +18,12 @@
 
 # pylint: disable=too-many-instance-attributes, too-many-arguments
 class LogConfig:
-    """
-    Configuration class for django_logging.
+    """Configuration class for django_logging.
 
     Attributes:
         log_levels (List[str]): A list of log levels to be used in logging.
         log_dir (str): The directory where log files will be stored.
+
     """
 
     def __init__(
@@ -39,7 +39,6 @@ def __init__(
         log_email_notifier_log_levels: NotifierLogLevels,
         log_email_notifier_log_format: FormatOption,
     ) -> None:
-
         self.log_levels = log_levels
         self.log_dir = log_dir
         self.log_file_formats = self._resolve_file_formats(log_file_formats)
@@ -76,9 +75,7 @@ def _resolve_file_formats(self, log_file_formats: LogFileFormatsType) -> Dict:
 
     @staticmethod
     def remove_ansi_escape_sequences(log_message: str) -> str:
-        """
-        Remove ANSI escape sequences from log messages.
-        """
+        """Remove ANSI escape sequences from log messages."""
         import re
 
         ansi_escape = re.compile(r"(?:\x1B[@-_][0-?]*[ -/]*[@-~])")
@@ -104,16 +101,15 @@ def resolve_format(_format: FormatOption, use_colors: bool = False) -> str:
 
 
 class LogManager:
-    """
-    Manages the creation and configuration of log files.
+    """Manages the creation and configuration of log files.
 
     Attributes:
         log_config (LogConfig): The logging configuration.
         log_files (Dict[str, str]): A dictionary mapping log levels to file paths.
+
     """
 
     def __init__(self, log_config: LogConfig) -> None:
-
         self.log_config = log_config
         self.log_files: Dict[str, str] = {}
 
@@ -130,14 +126,14 @@ def create_log_files(self) -> None:
             self.log_files[log_level] = log_file_path
 
     def get_log_file(self, log_level: LogLevel) -> Optional[str]:
-        """
-        Retrieves the file path for a given log level.
+        """Retrieves the file path for a given log level.
 
         Args:
             log_level (str): The log level to retrieve the file for.
 
         Returns:
             Optional[str]: The file path associated with the log level, or None if not found.
+
         """
         return self.log_files.get(log_level)
 
diff --git a/tests/__init__.py b/django_logging/tests/__init__.py
similarity index 100%
rename from tests/__init__.py
rename to django_logging/tests/__init__.py
diff --git a/tests/commands/__init__.py b/django_logging/tests/commands/__init__.py
similarity index 100%
rename from tests/commands/__init__.py
rename to django_logging/tests/commands/__init__.py
diff --git a/tests/commands/test_send_logs.py b/django_logging/tests/commands/test_send_logs.py
similarity index 98%
rename from tests/commands/test_send_logs.py
rename to django_logging/tests/commands/test_send_logs.py
index d7ef1c5..69d6892 100644
--- a/tests/commands/test_send_logs.py
+++ b/django_logging/tests/commands/test_send_logs.py
@@ -9,7 +9,7 @@
 from django.core.management import call_command
 from django.test import TestCase
 
-from tests.constants import PYTHON_VERSION, PYTHON_VERSION_REASON
+from django_logging.tests.constants import PYTHON_VERSION, PYTHON_VERSION_REASON
 
 pytestmark = [
     pytest.mark.commands,
diff --git a/tests/conftest.py b/django_logging/tests/conftest.py
similarity index 71%
rename from tests/conftest.py
rename to django_logging/tests/conftest.py
index 308db44..e2d6245 100644
--- a/tests/conftest.py
+++ b/django_logging/tests/conftest.py
@@ -1,4 +1,4 @@
-from tests.fixtures import (
+from django_logging.tests.fixtures import (
     admin_email_mock_settings,
     colored_formatter,
     debug_log_record,
@@ -18,3 +18,5 @@
     request_middleware,
     reset_settings,
 )
+from django_logging.tests.fixtures.setup_django import configure_django_settings
+configure_django_settings()
diff --git a/tests/constants.py b/django_logging/tests/constants.py
similarity index 100%
rename from tests/constants.py
rename to django_logging/tests/constants.py
diff --git a/tests/filters/__init__.py b/django_logging/tests/filters/__init__.py
similarity index 100%
rename from tests/filters/__init__.py
rename to django_logging/tests/filters/__init__.py
diff --git a/tests/filters/test_log_level_filter.py b/django_logging/tests/filters/test_log_level_filter.py
similarity index 96%
rename from tests/filters/test_log_level_filter.py
rename to django_logging/tests/filters/test_log_level_filter.py
index a876147..d2a97f3 100644
--- a/tests/filters/test_log_level_filter.py
+++ b/django_logging/tests/filters/test_log_level_filter.py
@@ -4,7 +4,7 @@
 import pytest
 
 from django_logging.filters import LoggingLevelFilter
-from tests.constants import PYTHON_VERSION, PYTHON_VERSION_REASON
+from django_logging.tests.constants import PYTHON_VERSION, PYTHON_VERSION_REASON
 
 pytestmark = [
     pytest.mark.filters,
diff --git a/tests/fixtures/__init__.py b/django_logging/tests/fixtures/__init__.py
similarity index 100%
rename from tests/fixtures/__init__.py
rename to django_logging/tests/fixtures/__init__.py
diff --git a/tests/fixtures/colored_formatter_fixture.py b/django_logging/tests/fixtures/colored_formatter_fixture.py
similarity index 100%
rename from tests/fixtures/colored_formatter_fixture.py
rename to django_logging/tests/fixtures/colored_formatter_fixture.py
diff --git a/tests/fixtures/conf_fixture.py b/django_logging/tests/fixtures/conf_fixture.py
similarity index 100%
rename from tests/fixtures/conf_fixture.py
rename to django_logging/tests/fixtures/conf_fixture.py
diff --git a/tests/fixtures/email_handler_fixture.py b/django_logging/tests/fixtures/email_handler_fixture.py
similarity index 100%
rename from tests/fixtures/email_handler_fixture.py
rename to django_logging/tests/fixtures/email_handler_fixture.py
diff --git a/tests/fixtures/email_notifier_fixture.py b/django_logging/tests/fixtures/email_notifier_fixture.py
similarity index 100%
rename from tests/fixtures/email_notifier_fixture.py
rename to django_logging/tests/fixtures/email_notifier_fixture.py
diff --git a/tests/fixtures/email_settings_fixture.py b/django_logging/tests/fixtures/email_settings_fixture.py
similarity index 100%
rename from tests/fixtures/email_settings_fixture.py
rename to django_logging/tests/fixtures/email_settings_fixture.py
diff --git a/tests/fixtures/log_and_notify_fixture.py b/django_logging/tests/fixtures/log_and_notify_fixture.py
similarity index 100%
rename from tests/fixtures/log_and_notify_fixture.py
rename to django_logging/tests/fixtures/log_and_notify_fixture.py
diff --git a/tests/fixtures/log_record_fixture.py b/django_logging/tests/fixtures/log_record_fixture.py
similarity index 100%
rename from tests/fixtures/log_record_fixture.py
rename to django_logging/tests/fixtures/log_record_fixture.py
diff --git a/tests/fixtures/logger_fixture.py b/django_logging/tests/fixtures/logger_fixture.py
similarity index 100%
rename from tests/fixtures/logger_fixture.py
rename to django_logging/tests/fixtures/logger_fixture.py
diff --git a/tests/fixtures/request_middleware_fixture.py b/django_logging/tests/fixtures/request_middleware_fixture.py
similarity index 100%
rename from tests/fixtures/request_middleware_fixture.py
rename to django_logging/tests/fixtures/request_middleware_fixture.py
diff --git a/tests/fixtures/settings_fixture.py b/django_logging/tests/fixtures/settings_fixture.py
similarity index 100%
rename from tests/fixtures/settings_fixture.py
rename to django_logging/tests/fixtures/settings_fixture.py
diff --git a/django_logging/tests/fixtures/setup_django.py b/django_logging/tests/fixtures/setup_django.py
new file mode 100644
index 0000000..f54799a
--- /dev/null
+++ b/django_logging/tests/fixtures/setup_django.py
@@ -0,0 +1,55 @@
+from django.conf import settings
+import django
+
+
+def configure_django_settings():
+    if not settings.configured:
+        settings.configure(
+            DEBUG=True,
+            DATABASES={
+                "default": {
+                    "ENGINE": "django.db.backends.sqlite3",
+                    "NAME": ":memory:",
+                }
+            },
+            INSTALLED_APPS=[
+                "django.contrib.contenttypes",
+                "django.contrib.auth",
+                "django_logging",
+            ],
+            MIDDLEWARE=[],
+            DJANGO_LOGGING={
+                "AUTO_INITIALIZATION_ENABLE": True,
+                "INITIALIZATION_MESSAGE_ENABLE": True,
+                "LOG_FILE_LEVELS": ["DEBUG", "INFO"],
+                "LOG_DIR": "logs",
+                "LOG_FILE_FORMATS": {
+                    "DEBUG": 1,
+                    "INFO": 1,
+                },
+                "LOG_CONSOLE_LEVEL": "DEBUG",
+                "LOG_CONSOLE_FORMAT": 1,
+                "LOG_CONSOLE_COLORIZE": True,
+                "LOG_DATE_FORMAT": "%Y-%m-%d %H:%M:%S",
+                "LOG_EMAIL_NOTIFIER": {
+                    "ENABLE": False,
+                    "NOTIFY_ERROR": True,
+                    "NOTIFY_CRITICAL": False,
+                    "LOG_FORMAT": True,
+                    "USE_TEMPLATE": True,
+                },
+            },
+            EMAIL_BACKEND="django.core.mail.backends.smtp.EmailBackend",
+            EMAIL_HOST="smtp.example.com",
+            EMAIL_PORT=587,
+            EMAIL_USE_TLS=True,
+            EMAIL_HOST_USER="example@test.com",
+            EMAIL_HOST_PASSWORD="the_password",
+            DEFAULT_FROM_EMAIL="example@test.com",
+            ADMIN_EMAIL="admin@test.com",
+        )
+        django.setup()
+
+
+# Call this function before running your tests
+configure_django_settings()
diff --git a/tests/formatters/__init__.py b/django_logging/tests/formatters/__init__.py
similarity index 100%
rename from tests/formatters/__init__.py
rename to django_logging/tests/formatters/__init__.py
diff --git a/tests/formatters/test_colored_formatter.py b/django_logging/tests/formatters/test_colored_formatter.py
similarity index 98%
rename from tests/formatters/test_colored_formatter.py
rename to django_logging/tests/formatters/test_colored_formatter.py
index 091306e..ea930cb 100644
--- a/tests/formatters/test_colored_formatter.py
+++ b/django_logging/tests/formatters/test_colored_formatter.py
@@ -5,7 +5,7 @@
 import pytest
 
 from django_logging.formatters import ColoredFormatter
-from tests.constants import PYTHON_VERSION, PYTHON_VERSION_REASON
+from django_logging.tests.constants import PYTHON_VERSION, PYTHON_VERSION_REASON
 
 pytestmark = [
     pytest.mark.formatters,
diff --git a/tests/handlers/__init__.py b/django_logging/tests/handlers/__init__.py
similarity index 100%
rename from tests/handlers/__init__.py
rename to django_logging/tests/handlers/__init__.py
diff --git a/tests/handlers/test_email_handler.py b/django_logging/tests/handlers/test_email_handler.py
similarity index 98%
rename from tests/handlers/test_email_handler.py
rename to django_logging/tests/handlers/test_email_handler.py
index c27c103..2256d1a 100644
--- a/tests/handlers/test_email_handler.py
+++ b/django_logging/tests/handlers/test_email_handler.py
@@ -6,7 +6,7 @@
 from django.conf import settings
 
 from django_logging.handlers.email_handler import EmailHandler
-from tests.constants import PYTHON_VERSION, PYTHON_VERSION_REASON
+from django_logging.tests.constants import PYTHON_VERSION, PYTHON_VERSION_REASON
 
 pytestmark = [
     pytest.mark.handlers,
diff --git a/tests/middleware/__init__.py b/django_logging/tests/middleware/__init__.py
similarity index 100%
rename from tests/middleware/__init__.py
rename to django_logging/tests/middleware/__init__.py
diff --git a/tests/middleware/test_request_middleware.py b/django_logging/tests/middleware/test_request_middleware.py
similarity index 98%
rename from tests/middleware/test_request_middleware.py
rename to django_logging/tests/middleware/test_request_middleware.py
index be4b38d..1571881 100644
--- a/tests/middleware/test_request_middleware.py
+++ b/django_logging/tests/middleware/test_request_middleware.py
@@ -8,7 +8,7 @@
 from django.test import RequestFactory
 
 from django_logging.middleware import RequestLogMiddleware
-from tests.constants import PYTHON_VERSION, PYTHON_VERSION_REASON
+from django_logging.tests.constants import PYTHON_VERSION, PYTHON_VERSION_REASON
 
 pytestmark = [
     pytest.mark.middleware,
diff --git a/tests/settings/__init__.py b/django_logging/tests/settings/__init__.py
similarity index 100%
rename from tests/settings/__init__.py
rename to django_logging/tests/settings/__init__.py
diff --git a/tests/settings/test_checks.py b/django_logging/tests/settings/test_checks.py
similarity index 99%
rename from tests/settings/test_checks.py
rename to django_logging/tests/settings/test_checks.py
index 99a45c4..326a58d 100644
--- a/tests/settings/test_checks.py
+++ b/django_logging/tests/settings/test_checks.py
@@ -7,7 +7,7 @@
 from django.core.checks import Error
 
 from django_logging.settings.checks import check_logging_settings
-from tests.constants import PYTHON_VERSION, PYTHON_VERSION_REASON
+from django_logging.tests.constants import PYTHON_VERSION, PYTHON_VERSION_REASON
 
 pytestmark = [
     pytest.mark.settings,
diff --git a/tests/settings/test_conf.py b/django_logging/tests/settings/test_conf.py
similarity index 94%
rename from tests/settings/test_conf.py
rename to django_logging/tests/settings/test_conf.py
index 903408b..d1a142b 100644
--- a/tests/settings/test_conf.py
+++ b/django_logging/tests/settings/test_conf.py
@@ -7,7 +7,7 @@
 
 from django_logging.constants import FORMAT_OPTIONS
 from django_logging.settings.conf import LogConfig, LogManager
-from tests.constants import PYTHON_VERSION, PYTHON_VERSION_REASON
+from django_logging.tests.constants import PYTHON_VERSION, PYTHON_VERSION_REASON
 
 pytestmark = [
     pytest.mark.settings,
@@ -173,7 +173,10 @@ def test_log_manager_get_log_file(self, log_manager: LogManager) -> None:
 
             log_manager.create_log_files()
 
-            assert log_manager.get_log_file("INFO") == "/tmp/logs\\info.log"
-            assert log_manager.get_log_file("ERROR") == "/tmp/logs\\error.log"
+            expected_info_log_path = os.path.join("/tmp/logs", "info.log")
+            expected_error_log_path = os.path.join("/tmp/logs", "error.log")
+
+            assert log_manager.get_log_file("INFO") == expected_info_log_path
+            assert log_manager.get_log_file("ERROR") == expected_error_log_path
 
             assert log_manager.get_log_file("DEBUG") is None
diff --git a/tests/utils/__init__.py b/django_logging/tests/utils/__init__.py
similarity index 100%
rename from tests/utils/__init__.py
rename to django_logging/tests/utils/__init__.py
diff --git a/tests/utils/test_context_manager.py b/django_logging/tests/utils/test_context_manager.py
similarity index 98%
rename from tests/utils/test_context_manager.py
rename to django_logging/tests/utils/test_context_manager.py
index e174610..578cf9c 100644
--- a/tests/utils/test_context_manager.py
+++ b/django_logging/tests/utils/test_context_manager.py
@@ -5,7 +5,7 @@
 import pytest
 
 from django_logging.utils.context_manager import _restore_logging_config, config_setup
-from tests.constants import PYTHON_VERSION, PYTHON_VERSION_REASON
+from django_logging.tests.constants import PYTHON_VERSION, PYTHON_VERSION_REASON
 
 pytestmark = [
     pytest.mark.utils,
diff --git a/tests/utils/test_email_notifier.py b/django_logging/tests/utils/test_email_notifier.py
similarity index 98%
rename from tests/utils/test_email_notifier.py
rename to django_logging/tests/utils/test_email_notifier.py
index 1efd5ee..b68020e 100644
--- a/tests/utils/test_email_notifier.py
+++ b/django_logging/tests/utils/test_email_notifier.py
@@ -7,7 +7,7 @@
 import pytest
 
 from django_logging.utils.log_email_notifier.notifier import send_email_async
-from tests.constants import PYTHON_VERSION, PYTHON_VERSION_REASON
+from django_logging.tests.constants import PYTHON_VERSION, PYTHON_VERSION_REASON
 
 pytestmark = [
     pytest.mark.utils,
diff --git a/tests/utils/test_get_conf.py b/django_logging/tests/utils/test_get_conf.py
similarity index 98%
rename from tests/utils/test_get_conf.py
rename to django_logging/tests/utils/test_get_conf.py
index 99558ff..6b6df79 100644
--- a/tests/utils/test_get_conf.py
+++ b/django_logging/tests/utils/test_get_conf.py
@@ -11,7 +11,7 @@
     is_initialization_message_enabled,
     use_email_notifier_template,
 )
-from tests.constants import PYTHON_VERSION, PYTHON_VERSION_REASON
+from django_logging.tests.constants import PYTHON_VERSION, PYTHON_VERSION_REASON
 
 pytestmark = [
     pytest.mark.utils,
diff --git a/tests/utils/test_log_and_notify.py b/django_logging/tests/utils/test_log_and_notify.py
similarity index 99%
rename from tests/utils/test_log_and_notify.py
rename to django_logging/tests/utils/test_log_and_notify.py
index c3a86fa..b2262c4 100644
--- a/tests/utils/test_log_and_notify.py
+++ b/django_logging/tests/utils/test_log_and_notify.py
@@ -7,7 +7,7 @@
 from django.conf import settings
 
 from django_logging.utils.log_email_notifier.log_and_notify import log_and_notify_admin
-from tests.constants import PYTHON_VERSION, PYTHON_VERSION_REASON
+from django_logging.tests.constants import PYTHON_VERSION, PYTHON_VERSION_REASON
 
 pytestmark = [
     pytest.mark.utils,
diff --git a/tests/utils/test_set_conf.py b/django_logging/tests/utils/test_set_conf.py
similarity index 98%
rename from tests/utils/test_set_conf.py
rename to django_logging/tests/utils/test_set_conf.py
index 5aaebb1..072cd76 100644
--- a/tests/utils/test_set_conf.py
+++ b/django_logging/tests/utils/test_set_conf.py
@@ -6,7 +6,7 @@
 
 from django_logging.constants.ansi_colors import AnsiColors
 from django_logging.utils.set_conf import set_config
-from tests.constants import PYTHON_VERSION, PYTHON_VERSION_REASON
+from django_logging.tests.constants import PYTHON_VERSION, PYTHON_VERSION_REASON
 
 pytestmark = [
     pytest.mark.utils,
diff --git a/tests/validators/__init__.py b/django_logging/tests/validators/__init__.py
similarity index 100%
rename from tests/validators/__init__.py
rename to django_logging/tests/validators/__init__.py
diff --git a/tests/validators/test_config_validators.py b/django_logging/tests/validators/test_config_validators.py
similarity index 99%
rename from tests/validators/test_config_validators.py
rename to django_logging/tests/validators/test_config_validators.py
index f344c55..ac66b74 100644
--- a/tests/validators/test_config_validators.py
+++ b/django_logging/tests/validators/test_config_validators.py
@@ -13,7 +13,7 @@
     validate_format_string,
     validate_log_levels,
 )
-from tests.constants import PYTHON_VERSION, PYTHON_VERSION_REASON
+from django_logging.tests.constants import PYTHON_VERSION, PYTHON_VERSION_REASON
 
 pytestmark = [
     pytest.mark.validators,
@@ -327,7 +327,7 @@ def test_validate_date_format_invalid_format(self) -> None:
         assert len(errors) == 1
         assert errors[0].id == "django_logging.E015_date_format"
 
-        date_format = "%invalid"
+        date_format = "%Q"  # invalid format
         errors = validate_date_format(date_format, "date_format")
         assert len(errors) == 1
         assert errors[0].id == "django_logging.E016_date_format"
diff --git a/tests/validators/test_email_settings_validator.py b/django_logging/tests/validators/test_email_settings_validator.py
similarity index 98%
rename from tests/validators/test_email_settings_validator.py
rename to django_logging/tests/validators/test_email_settings_validator.py
index c48ad85..6064220 100644
--- a/tests/validators/test_email_settings_validator.py
+++ b/django_logging/tests/validators/test_email_settings_validator.py
@@ -6,7 +6,7 @@
 from django.conf import settings
 
 from django_logging.validators.email_settings_validator import check_email_settings
-from tests.constants import PYTHON_VERSION, PYTHON_VERSION_REASON
+from django_logging.tests.constants import PYTHON_VERSION, PYTHON_VERSION_REASON
 
 pytestmark = [
     pytest.mark.validators,
diff --git a/django_logging/utils/context_manager.py b/django_logging/utils/context_manager.py
index 278dc16..62cca92 100644
--- a/django_logging/utils/context_manager.py
+++ b/django_logging/utils/context_manager.py
@@ -8,14 +8,14 @@
 
 @contextmanager
 def config_setup() -> Iterator[LogManager]:
-    """
-    Context manager to temporarily apply a custom logging configuration.
+    """Context manager to temporarily apply a custom logging configuration.
 
     Raises:
         ValueError: If 'AUTO_INITIALIZATION_ENABLE' in DJNAGO_LOGGING is set to True.
 
     Yields:
         LogManager: The log manager instance with the custom configuration.
+
     """
     if is_auto_initialization_enabled():
         raise ValueError(
@@ -47,14 +47,14 @@ def _restore_logging_config(
     original_level: int,
     original_handlers: list,
 ) -> None:
-    """
-    Restore the original logging configuration.
+    """Restore the original logging configuration.
 
     Args:
         logger (Logger): The root logger instance.
         original_config (Dict[str, Logger | PlaceHolder]): The original logger dictionary.
         original_level (int): The original root logger level.
         original_handlers (list): The original root logger handlers.
+
     """
     logger.manager.loggerDict.clear()
     logger.manager.loggerDict.update(original_config)
diff --git a/django_logging/utils/get_conf.py b/django_logging/utils/get_conf.py
index 754944c..0b962ce 100644
--- a/django_logging/utils/get_conf.py
+++ b/django_logging/utils/get_conf.py
@@ -8,11 +8,11 @@
 
 # pylint: disable=too-many-locals
 def get_config(extra_info: bool = False) -> Dict:
-    """
-    Retrieve logging configuration from Django settings.
+    """Retrieve logging configuration from Django settings.
 
     Returns:
         A Dict containing all necessary configurations for logging.
+
     """
     log_settings = getattr(settings, "DJANGO_LOGGING", {})
     logging_defaults = DefaultLoggingSettings()
@@ -67,11 +67,12 @@ def get_config(extra_info: bool = False) -> Dict:
 
 
 def use_email_notifier_template() -> bool:
-    """
-    Check whether the email notifier should use a template based on Django settings.
+    """Check whether the email notifier should use a template based on Django
+    settings.
 
     Returns:
         bool: True if the email notifier should use a template, False otherwise.
+
     """
     log_settings = getattr(settings, "DJANGO_LOGGING", {})
     defaults = DefaultLoggingSettings()
@@ -83,12 +84,13 @@ def use_email_notifier_template() -> bool:
 
 
 def is_auto_initialization_enabled() -> bool:
-    """
-    Check if the AUTO_INITIALIZATION_ENABLE for the logging system is set to True in Django settings.
+    """Check if the AUTO_INITIALIZATION_ENABLE for the logging system is set to
+    True in Django settings.
 
     Returns:
         bool: True if AUTO_INITIALIZATION_ENABLE, False otherwise.
          Defaults to True if not specified.
+
     """
     log_settings = getattr(settings, "DJANGO_LOGGING", {})
     defaults = DefaultLoggingSettings()
@@ -99,12 +101,13 @@ def is_auto_initialization_enabled() -> bool:
 
 
 def is_initialization_message_enabled() -> bool:
-    """
-    Check if the INITIALIZATION_MESSAGE_ENABLE is set to True in Django settings.
+    """Check if the INITIALIZATION_MESSAGE_ENABLE is set to True in Django
+    settings.
 
     Returns:
         bool: True if INITIALIZATION_MESSAGE_ENABLE is True, False otherwise.
          Defaults to True if not specified.
+
     """
     log_settings = getattr(settings, "DJANGO_LOGGING", {})
     defaults = DefaultLoggingSettings()
diff --git a/django_logging/utils/set_conf.py b/django_logging/utils/set_conf.py
index 34c6d06..6cffa65 100644
--- a/django_logging/utils/set_conf.py
+++ b/django_logging/utils/set_conf.py
@@ -32,8 +32,7 @@ def set_config(
     log_email_notifier_log_levels: NotifierLogLevels,
     log_email_notifier_log_format: FormatOption,
 ) -> None:
-    """
-    Sets up the logging configuration based on the provided parameters.
+    """Sets up the logging configuration based on the provided parameters.
 
     This function initializes and configures logging for the application,
     including file-based logging, console output, and optional email notifications.
@@ -74,6 +73,7 @@ def set_config(
     Notes:
         - The function performs system checks and logs warnings if configuration issues are detected.
         - It also logs the current logging setup upon successful initialization.
+
     """
     if not is_auto_initialization_enabled():
         return
diff --git a/django_logging/validators/config_validators.py b/django_logging/validators/config_validators.py
index e899e2b..611c121 100644
--- a/django_logging/validators/config_validators.py
+++ b/django_logging/validators/config_validators.py
@@ -1,11 +1,14 @@
 import os
 import re
-from datetime import datetime
 from typing import List
 
 from django.core.checks import Error
 
-from django_logging.constants import FORMAT_OPTIONS, LOG_FORMAT_SPECIFIERS
+from django_logging.constants import (
+    FORMAT_OPTIONS,
+    LOG_FORMAT_SPECIFIERS,
+    VALID_DIRECTIVES,
+)
 from django_logging.constants.config_types import (
     FormatOption,
     LogEmailNotifierType,
@@ -172,6 +175,10 @@ def validate_boolean_setting(value: bool, config_name: str) -> List[Error]:
 
 
 def validate_date_format(date_format: str, config_name: str) -> List[Error]:
+    def parse_format_string(format_string: str) -> set:
+        """Extract format specifiers from the format string."""
+        return set(re.findall(r"%[a-zA-Z]", format_string))
+
     errors = []
     if not isinstance(date_format, str):
         errors.append(
@@ -182,13 +189,17 @@ def validate_date_format(date_format: str, config_name: str) -> List[Error]:
             )
         )
     else:
-        try:
-            datetime.now().strftime(date_format)
-        except ValueError as e:
+        # Extract directives from the provided format string
+        directives = parse_format_string(date_format)
+
+        # Validate against allowed directives
+        invalid_directives = directives - VALID_DIRECTIVES
+        if invalid_directives:
             errors.append(
                 Error(
-                    f"{config_name} is not a valid date format string.",
-                    hint=f"Error: {e}. Refer to Python's strftime directives for valid formats.",
+                    f"{config_name} contains invalid format directives.",
+                    hint=f"Invalid directives: {', '.join(invalid_directives)}."
+                    f"\n Ensure {config_name} follows valid strftime directives.",
                     id=f"django_logging.E016_{config_name}",
                 )
             )
diff --git a/django_logging/validators/email_settings_validator.py b/django_logging/validators/email_settings_validator.py
index c3d671f..8891678 100644
--- a/django_logging/validators/email_settings_validator.py
+++ b/django_logging/validators/email_settings_validator.py
@@ -10,10 +10,11 @@
 
 
 def check_email_settings(require_admin_email: bool = True) -> List[Error]:
-    """
-    Check if all required email settings are present in the settings file.
+    """Check if all required email settings are present in the settings file.
+
+    Returns a list of errors if any of the required email settings are
+    missing.
 
-    Returns a list of errors if any of the required email settings are missing.
     """
     errors: List[Error] = []
     if require_admin_email:
diff --git a/docs/quick_start.rst b/docs/quick_start.rst
index ae7f0cc..94c2c88 100644
--- a/docs/quick_start.rst
+++ b/docs/quick_start.rst
@@ -15,7 +15,7 @@ Getting Started with `django_logging` is simple. Follow these steps to get up an
 
    Add `django_logging` to your `INSTALLED_APPS` in your Django settings file:
 
-   .. code-block:: python
+   .. code-block::
 
       INSTALLED_APPS = [
           ...
diff --git a/docs/rules.rst b/docs/rules.rst
index 22f03a5..8e029d8 100644
--- a/docs/rules.rst
+++ b/docs/rules.rst
@@ -26,7 +26,7 @@ Available Roles
 
    **Example Configuration:**
 
-   .. code-block:: python
+   .. code-block::
 
       MIDDLEWARE = [
           ...
diff --git a/docs/settings.rst b/docs/settings.rst
index a0aac53..2fa4672 100644
--- a/docs/settings.rst
+++ b/docs/settings.rst
@@ -28,28 +28,43 @@ Example configuration:
               "NOTIFY_ERROR": False,
               "NOTIFY_CRITICAL": False,
               "LOG_FORMAT": 1,
-              "USE_TEMPLATE": True
-          }
+              "USE_TEMPLATE": True,
+          },
       }
 
 
 Here's a breakdown of the available configuration options:
 
 - **AUTO_INITIALIZATION_ENABLE**: Accepts `bool`. Enables automatic initialization of logging configurations. Defaults to `True`.
+
 - **INITIALIZATION_MESSAGE_ENABLE**: Accepts `bool`. Enables logging of the initialization message. Defaults to `True`.
+
 - **LOG_FILE_LEVELS**: Accepts a list of valid log levels (a list of `str` where each value must be one of the valid levels). Defines the log levels for file logging. Defaults to `['DEBUG', 'INFO', 'WARNING', 'ERROR', 'CRITICAL']`.
+
 - **LOG_DIR**: Accepts `str` like `"path/to/logs"` or a path using functions like `os.path.join()`. Specifies the directory where log files will be stored.  Defaults to `"logs"`.
+
 - **LOG_FILE_FORMATS**: Accepts log levels as keys and format options as values. The format option can be an `int` chosen from predefined options or a user-defined format `str`. Defines the format for log files. Defaults to `1` for all levels.
+
  - **Note**:See the **Available Format Options** below for available formats.
+
 - **LOG_CONSOLE_LEVEL**: Accepts `str` that is a valid log level. Specifies the log level for console output. Defaults to `'DEBUG'`,
+
 - **LOG_CONSOLE_FORMAT**: Accepts the same options as `LOG_FILE_FORMATS`. Defines the format for console output. Defaults to `1`.
+
 - **LOG_CONSOLE_COLORIZE**: Accepts `bool`. Determines whether to colorize console output. Defaults to `True`.
+
 - **LOG_DATE_FORMAT**: Accepts `str` that is a valid datetime format. Specifies the date format for log messages. Defaults to `'%Y-%m-%d %H:%M:%S'`.
+
 - **LOG_EMAIL_NOTIFIER**: Is a dictionary where:
+
  - **ENABLE**: Accepts `bool`. Determines whether the email notifier is enabled. Defaults to `False`.
+
  - **NOTIFY_ERROR**: Accepts `bool`. Determines whether to notify on error logs. Defaults to `False`.
+
  - **NOTIFY_CRITICAL**: Accepts `bool`. Determines whether to notify on critical logs. Defaults to `False`.
+
  - **LOG_FORMAT**: Accepts the same options as other log formats (`int` or `str`). Defines the format for log messages sent via email.  Defaults to `1`.
+
  - **USE_TEMPLATE**: Accepts `bool`. Determines whether the email includes an HTML template.  Defaults to `True`.
 
 
@@ -99,12 +114,12 @@ Below is an example configuration for the email settings in your `settings.py`:
 
 .. code-block:: python
 
-   EMAIL_HOST = 'smtp.example.com'
+   EMAIL_HOST = "smtp.example.com"
    EMAIL_PORT = 587
-   EMAIL_HOST_USER = 'your-email@example.com'
-   EMAIL_HOST_PASSWORD = 'your-password'
+   EMAIL_HOST_USER = "your-email@example.com"
+   EMAIL_HOST_PASSWORD = "your-password"
    EMAIL_USE_TLS = True
-   DEFAULT_FROM_EMAIL = 'your-email@example.com'
-   ADMIN_EMAIL = 'admin@example.com'
+   DEFAULT_FROM_EMAIL = "your-email@example.com"
+   ADMIN_EMAIL = "admin@example.com"
 
 These settings ensure that the email notifier is correctly configured to send log notifications to the specified `ADMIN_EMAIL` address.
diff --git a/docs/usage.rst b/docs/usage.rst
index 020a11a..e9d741c 100644
--- a/docs/usage.rst
+++ b/docs/usage.rst
@@ -25,7 +25,7 @@ Once `django_logging` is installed and added to your `INSTALLED_APPS`, you can s
 
    To capture and log information of each request to the server, such as the request path, user, IP address, and user agent, add `django_logging.middleware.RequestLogMiddleware` to your `MIDDLEWARE` setting:
 
-   .. code-block:: python
+   .. code-block::
 
       MIDDLEWARE = [
           ...
@@ -53,11 +53,13 @@ Once `django_logging` is installed and added to your `INSTALLED_APPS`, you can s
 
       logger = logging.getLogger(__name__)
 
+
       def foo():
-        logger.info("This log will use the configuration set in the context manager!")
+          logger.info("This log will use the configuration set in the context manager!")
+
 
       with config_setup():
-          """ Your logging configuration changes here"""
+          """Your logging configuration changes here"""
           foo()
 
 
@@ -89,12 +91,10 @@ Once `django_logging` is installed and added to your `INSTALLED_APPS`, you can s
 
       logger = logging.getLogger(__name__)
 
+
       def some_view(request):
           log_and_notify_admin(
-              logger,
-              logging.INFO,
-              "This is a log message",
-              extra={"request": request}
+              logger, logging.INFO, "This is a log message", extra={"request": request}
           )
 
    Note: To use the email notifier, `LOG_EMAIL_NOTIFIER["ENABLE"]` must be set to `True`. If it is not enabled, calling `log_and_notify_admin` will raise a `ValueError`:
diff --git a/packages/requirements-dev.txt b/packages/requirements-dev.txt
index 3cddcf5..09d5cc2 100644
--- a/packages/requirements-dev.txt
+++ b/packages/requirements-dev.txt
@@ -12,8 +12,10 @@ cfgv==3.4.0 ; python_version >= "3.8" and python_version < "4.0"
 chardet==5.2.0 ; python_version >= "3.8" and python_version < "4.0"
 charset-normalizer==3.3.2 ; python_version >= "3.8" and python_version < "4.0"
 click==8.1.7 ; python_version >= "3.8" and python_version < "4.0"
+codecov==2.1.13 ; python_version >= "3.8" and python_version < "4.0"
 colorama==0.4.6 ; python_version >= "3.8" and python_version < "4.0"
 commitizen==3.29.0 ; python_version >= "3.8" and python_version < "4.0"
+coverage==7.6.1 ; python_version >= "3.8" and python_version < "4.0"
 coverage[toml]==7.6.1 ; python_version >= "3.8" and python_version < "4.0"
 decli==0.6.2 ; python_version >= "3.8" and python_version < "4.0"
 dill==0.3.8 ; python_version >= "3.8" and python_version < "4.0"
diff --git a/poetry.lock b/poetry.lock
index e0973bd..30fed7a 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -185,13 +185,13 @@ files = [
 
 [[package]]
 name = "certifi"
-version = "2024.7.4"
+version = "2024.8.30"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2024.7.4-py3-none-any.whl", hash = "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"},
-    {file = "certifi-2024.7.4.tar.gz", hash = "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b"},
+    {file = "certifi-2024.8.30-py3-none-any.whl", hash = "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8"},
+    {file = "certifi-2024.8.30.tar.gz", hash = "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"},
 ]
 
 [[package]]
@@ -329,6 +329,21 @@ files = [
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
+[[package]]
+name = "codecov"
+version = "2.1.13"
+description = "Hosted coverage reports for GitHub, Bitbucket and Gitlab"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
+    {file = "codecov-2.1.13-py2.py3-none-any.whl", hash = "sha256:c2ca5e51bba9ebb43644c43d0690148a55086f7f5e6fd36170858fa4206744d5"},
+    {file = "codecov-2.1.13.tar.gz", hash = "sha256:2362b685633caeaf45b9951a9b76ce359cd3581dd515b430c6c3f5dfb4d92a8c"},
+]
+
+[package.dependencies]
+coverage = "*"
+requests = ">=2.7.9"
+
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -1020,13 +1035,13 @@ windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pylint"
-version = "3.2.6"
+version = "3.2.7"
 description = "python code static checker"
 optional = false
 python-versions = ">=3.8.0"
 files = [
-    {file = "pylint-3.2.6-py3-none-any.whl", hash = "sha256:03c8e3baa1d9fb995b12c1dbe00aa6c4bcef210c2a2634374aedeb22fb4a8f8f"},
-    {file = "pylint-3.2.6.tar.gz", hash = "sha256:a5d01678349454806cff6d886fb072294f56a58c4761278c97fb557d708e1eb3"},
+    {file = "pylint-3.2.7-py3-none-any.whl", hash = "sha256:02f4aedeac91be69fb3b4bea997ce580a4ac68ce58b89eaefeaf06749df73f4b"},
+    {file = "pylint-3.2.7.tar.gz", hash = "sha256:1b7a721b575eaeaa7d39db076b6e7743c993ea44f57979127c517c6c572c803e"},
 ]
 
 [package.dependencies]
@@ -1657,4 +1672,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8,<4.0"
-content-hash = "5920aefc57e8a2dc2b8fa514a65ab174f716e598d99d54e3a02e83245e338374"
+content-hash = "0fe240ee8025de3e00f6f3dbe0a27bf6a5c193d78fb22d86d617d16bdb4d0e28"
diff --git a/pyproject.toml b/pyproject.toml
index 610fb9f..2971bf3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,19 +1,22 @@
+[build-system]
+build-backend = "poetry.core.masonry.api"
+requires = [ "poetry-core" ]
+
 [tool.poetry]
 name = "django-logging"
 version = "0.1.0"
 description = "A package for logging in django applications"
-authors = ["ARYAN-NIKNEZHAD <aryan513966@gmail.com>", "MEHRSHAD-MIRSHEKARY <mehrshad_mirshekary@email.com>"]
+authors = [ "ARYAN-NIKNEZHAD <aryan513966@gmail.com>", "MEHRSHAD-MIRSHEKARY <mehrshad_mirshekary@email.com>" ]
 license = "MIT"
 readme = "README.md"
 
 [tool.poetry.dependencies]
 python = ">=3.8,<4.0"
 django = [
-    { version = ">=4.2,<5.0", python = ">=3.8,<3.10"},
-    { version = ">=4.2,<5.3", python = ">=3.10" }  # Django 4.2 and 5.x for Python 3.10+
+  { version = ">=4.2,<5.0", python = ">=3.8,<3.10" },
+  { version = ">=4.2,<5.3", python = ">=3.10" },      # Django 4.2 and 5.x for Python 3.10+
 ]
 
-
 [tool.poetry.dev-dependencies]
 pytest = "^8.3.2"
 pytest-django = "^4.8.0"
@@ -25,109 +28,13 @@ isort = "^5.13.2"
 black = "^24.4.2"
 commitizen = "^3.28.0"
 pre-commit = "^3.5.0"
-bandit = {extras = ["toml"], version = "^1.7.9"}
+bandit = { extras = [ "toml" ], version = "^1.7.9" }
 tox = "^4.16.0"
 django-stubs = "^5.0.4"
 sphinx = "^6.2.1"
 sphinx-rtd-theme = "^2.0.0"
 docformatter = "^1.7.5"
-
-[tool.pytest.ini_options]
-DJANGO_SETTINGS_MODULE = "kernel.settings"
-python_files = ["tests.py", "test_*.py"]
-addopts = "--cov=django_logging --cov-report=html"
-markers = [
-    "commands: Tests for Django management commands in the logging package.",
-    "commands_send_logs: Tests focused on the `send_logs` management command.",
-    "filters: Tests that verify log filtering mechanisms.",
-    "filters_level_filter: Tests for filtering logs based on their severity level.",
-    "formatters: Tests for log formatters that structure log messages.",
-    "colored_formatter: Tests for a formatter that adds color coding to log messages.",
-    "handlers: Tests for components that dispatch log messages to their destinations.",
-    "email_handler: Tests for the handler responsible for sending logs via email.",
-    "middleware: Tests related to middleware components in logging.",
-    "request_middleware: Tests for middleware handling incoming HTTP requests in logging.",
-    "settings: Tests that ensure logging settings are correctly applied.",
-    "settings_checks: Tests for validating the correctness of logging settings.",
-    "settings_conf: Tests for verifying the configuration of logging settings.",
-    "utils: Tests for utility functions supporting the logging package.",
-    "utils_context_manager: Tests for context managers handling resources in logging.",
-    "utils_email_notifier: Tests for utilities that send notifications via email.",
-    "utils_get_conf: Tests for utility functions that retrieve configuration settings.",
-    "utils_log_and_notify: Tests for logging utilities that trigger notifications.",
-    "utils_set_conf: Tests for utility functions that set configuration settings.",
-    "validators: Tests for validating configurations and inputs in the logging package.",
-    "config_validator: Tests focused on validators that check configuration settings.",
-    "email_settings_validator: Tests for validators that ensure email settings are valid."
-]
-
-
-
-[tool.pylint]
-disable = [
-    "C0103",  # Invalid constant name
-    "C0114",  # Missing module docstring
-    "C0115",  # Missing class docstring
-    "C0116",  # Missing function or method docstring
-    "E1101",  # Instance of 'Foo' has no 'bar' member
-    "W0212",  # Access to a protected member
-    "C0301",  # Line too long
-    "C0411",  # Wrong import order
-    "W0611",  # Unused imports
-    "W0613",  # Unused arguments
-    "W0622",  # Redefining built-in names
-    "R0903",  # Too few public methods
-    "R0801",  # Duplicate code
-    "W0621",
-    "C0415",
-    "R1719",  # The if expression can be replaced with 'bool(test)'
-    "R1705",  # Unnecessary "elif" after "return"
-    "R0401",
-]
-max-line-length = 88
-ignore = [
-    "migrations/*",
-    "venv/*",
-    "build/*",
-    "dist/*",
-    ".git/*",
-    ".tox/*",
-    "__pycache__/*",
-    "*.egg-info/*",
-    ".mypy_cache/*",
-    ".pytest_cache/*"
-]
-django-settings-module= "kernel.settings"
-load-plugins = [
-    "pylint_django",
-    "pylint.extensions.docparams",
-]
-
-suggestion-mode = true
-const-rgx = "([A-Z_][A-Z0-9_]*)|(__.*__)"
-attr-rgx = "[a-z_][a-z0-9_]{2,30}$"
-variable-rgx = "[a-z_][a-z0-9_]{2,30}$"
-argument-rgx = "[a-z_][a-z0-9_]{2,30}$"
-method-rgx = "[a-z_][a-z0-9_]{2,30}$"
-function-rgx = "[a-z_][a-z0-9_]{2,30}$"
-class-rgx = "[A-Z_][a-zA-Z0-9]+$"
-module-rgx = "(([a-z_][a-z0-9_]*)|(__.*__))$"
-
-
-[tool.mypy]
-mypy_path = "stubs"
-disallow_untyped_calls = true
-disallow_untyped_defs = true
-ignore_missing_imports = true
-explicit_package_bases = true
-exclude = """
-^docs/source/conf.py|
-^build/|
-^tests/|
-^stubs/|
-^kernel/
-"""
-
+codecov = "^2.1.13"
 
 [tool.black]
 line-length = 88
@@ -151,52 +58,141 @@ exclude = '''
 )/
 '''
 
-
 [tool.isort]
 profile = "black"
 line_length = 88
 skip = [
-    "venv",
-    ".venv",
-    ".tox",
-    "build",
-    "dist",
-    ".git",
-    "__pycache__",
-    "*.egg-info",
-    ".mypy_cache",
-    ".pytest_cache",
-    "migrations",
-    "node_modules",
-    "env",
-    "kernel"
+  "venv",
+  ".venv",
+  ".tox",
+  "build",
+  "dist",
+  ".git",
+  "__pycache__",
+  "*.egg-info",
+  ".mypy_cache",
+  ".pytest_cache",
+  "migrations",
+  "node_modules",
+  "env",
+  "kernel",
+]
+
+[tool.pylint]
+disable = [
+  "C0103", # Invalid constant name
+  "C0114", # Missing module docstring
+  "C0115", # Missing class docstring
+  "C0116", # Missing function or method docstring
+  "E1101", # Instance of 'Foo' has no 'bar' member
+  "W0212", # Access to a protected member
+  "C0301", # Line too long
+  "C0411", # Wrong import order
+  "W0611", # Unused imports
+  "W0613", # Unused arguments
+  "W0622", # Redefining built-in names
+  "R0903", # Too few public methods
+  "R0801", # Duplicate code
+  "W0621",
+  "C0415",
+  "R1719", # The if expression can be replaced with 'bool(test)'
+  "R1705", # Unnecessary "elif" after "return"
+  "R0401",
+]
+max-line-length = 88
+ignore = [
+  "tests",
+  "migrations/*",
+  "venv/*",
+  "build/*",
+  "dist/*",
+  ".git/*",
+  ".tox/*",
+  "__pycache__/*",
+  "*.egg-info/*",
+  ".mypy_cache/*",
+  ".pytest_cache/*",
+]
+django-settings-module = "kernel.settings"
+load-plugins = [
+  "pylint_django",
+  "pylint.extensions.docparams",
 ]
 
+suggestion-mode = true
+const-rgx = "([A-Z_][A-Z0-9_]*)|(__.*__)"
+attr-rgx = "[a-z_][a-z0-9_]{2,30}$"
+variable-rgx = "[a-z_][a-z0-9_]{2,30}$"
+argument-rgx = "[a-z_][a-z0-9_]{2,30}$"
+method-rgx = "[a-z_][a-z0-9_]{2,30}$"
+function-rgx = "[a-z_][a-z0-9_]{2,30}$"
+class-rgx = "[A-Z_][a-zA-Z0-9]+$"
+module-rgx = "(([a-z_][a-z0-9_]*)|(__.*__))$"
+
+[tool.pytest.ini_options]
+python_files = [ "tests.py", "test_*.py" ]
+addopts = "--cov --cov-report=term-missing --cov-report=html --cov-fail-under=90"
+markers = [
+  "commands: Tests for Django management commands in the logging package.",
+  "commands_send_logs: Tests focused on the `send_logs` management command.",
+  "filters: Tests that verify log filtering mechanisms.",
+  "filters_level_filter: Tests for filtering logs based on their severity level.",
+  "formatters: Tests for log formatters that structure log messages.",
+  "colored_formatter: Tests for a formatter that adds color coding to log messages.",
+  "handlers: Tests for components that dispatch log messages to their destinations.",
+  "email_handler: Tests for the handler responsible for sending logs via email.",
+  "middleware: Tests related to middleware components in logging.",
+  "request_middleware: Tests for middleware handling incoming HTTP requests in logging.",
+  "settings: Tests that ensure logging settings are correctly applied.",
+  "settings_checks: Tests for validating the correctness of logging settings.",
+  "settings_conf: Tests for verifying the configuration of logging settings.",
+  "utils: Tests for utility functions supporting the logging package.",
+  "utils_context_manager: Tests for context managers handling resources in logging.",
+  "utils_email_notifier: Tests for utilities that send notifications via email.",
+  "utils_get_conf: Tests for utility functions that retrieve configuration settings.",
+  "utils_log_and_notify: Tests for logging utilities that trigger notifications.",
+  "utils_set_conf: Tests for utility functions that set configuration settings.",
+  "validators: Tests for validating configurations and inputs in the logging package.",
+  "config_validator: Tests focused on validators that check configuration settings.",
+  "email_settings_validator: Tests for validators that ensure email settings are valid.",
+]
 
 [tool.coverage.run]
+source = [ "django_logging" ]
 omit = [
-    "*/migrations/*",
-    "kernel/*",
-    "*/apps.py",
-    "manage.py",
+  "*/tests/*",
+  "*/migrations/*",
 ]
 
 [tool.coverage.report]
 exclude_lines = [
-    "pragma: no cover",
-    "def __repr__",
-    "if self\\.debug",
-    "raise AssertionError",
-    "if 0:",
-    "if __name__ == .__main__.:"
+  "pragma: no cover",
+  "def __repr__",
+  "if self\\.debug",
+  "raise AssertionError",
+  "if 0:",
+  "if __name__ == .__main__.:",
 ]
 
+[tool.mypy]
+mypy_path = "stubs"
+disallow_untyped_calls = true
+disallow_untyped_defs = true
+ignore_missing_imports = true
+explicit_package_bases = true
+exclude = """
+^docs/source/conf.py|
+^build/|
+^tests/|
+^stubs/|
+^kernel/
+"""
 
 [tool.bandit]
-targets = ["./django_logging"]
+targets = [ "./django_logging" ]
 exclude_dirs = [
-    "tests",
-    "migrations",
+  "tests",
+  "migrations",
 ]
 severity = "medium"
 confidence = "medium"
@@ -205,21 +201,15 @@ progress = true
 reports = true
 output_format = "screen"
 output_file = "bandit_report.txt"
-include = ["B101", "B102"]
-exclude_tests = ["B301", "B302"]
+include = [ "B101", "B102" ]
+exclude_tests = [ "B301", "B302" ]
 
 [tool.bandit.plugins]
 B104 = { check_typed_list = true }
 
-
 [tool.commitizen]
 name = "cz_conventional_commits"
 version = "0.1.0"
 
 [tool.commitizen.settings]
-increment_types = ["feat", "fix"]
-
-
-[build-system]
-requires = ["poetry-core"]
-build-backend = "poetry.core.masonry.api"
+increment_types = [ "feat", "fix" ]
diff --git a/tox.ini b/tox.ini
index 0bc06f5..98474b8 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,43 +1,52 @@
 [tox]
-envlist =
-    py38-django40, py39-django40, py310-django40, py311-django40, py312-django40,
-    py310-django50, py311-django50, py312-django50,
-    py310-django51, py311-django51, py312-django51,
-
-
-[gh-actions]
-python =
-    3.8: py38
-    3.9: py39
-    3.10: py310
-    3.11: py311
-    3.12: py312
+requires =
+    tox>=4.2
+env_list =
+    py312-django40
+    py312-django50
+    py312-django51
+    py311-django40
+    py311-django50
+    py311-django51
+    py310-django40
+    py310-django50
+    py310-django51
+    py39-django40
+    py38-django40
 
 [testenv]
 description = Run Pytest tests with multiple django versions
-develop = True
 deps =
-    django40: django>=4.2,<5.0
-    django50: django>=5.0,<5.1
-    django51: django>=5.1,<5.2
     pytest
-    pytest-django
     pytest-cov
-commands = pytest --cov=django_logging --cov-report=html
-
-setenv =
-    DJANGO_SETTINGS_MODULE = kernel.settings
-
+    pytest-django
+    django40: django<5.0,>=4.2
+    django50: django<5.1,>=5
+    django51: django<5.2,>=5.1
+commands =
+    pytest --cov=django_logging --cov-report=html
+develop = True
 
 [testenv:bandit]
 description = Run security checks
 skip_install = true
-deps = bandit
-commands = bandit -r django_logging
+deps =
+    bandit
+commands =
+    bandit -r django_logging
 
 [testenv:pre-commit]
 description = Run pre-commit hooks
 skip_install = true
-deps = pre-commit
+deps =
+    pre-commit
 commands =
     pre-commit run --all-files
+
+[gh-actions]
+python =
+    3.8: py38
+    3.9: py39
+    3.10: py310
+    3.11: py311
+    3.12: py312