diff --git a/gso/utils/helpers.py b/gso/utils/helpers.py
index 48343817879a9373b01ba0f0490c6e97cc63c281..99a17a379a6473c70fce3e30f73c63a8576f4194 100644
--- a/gso/utils/helpers.py
+++ b/gso/utils/helpers.py
@@ -251,14 +251,11 @@ def validate_interface_name_list(interface_name_list: list, vendor: str) -> list
     another forward slash '/', and ends with a digit between 0 and 9.
     For example: 'xe-1/0/0'.
 
-    Args:
-    ----
-    interface_name_list: List of interface names to validate.
-    vendor: Router vendor to check interface names
-
-    Returns:
-    -------
-    list: The list of interface names if all match was successful, otherwise it will throw a ValueError exception.
+    :param list interface_name_list: List of interface names to validate.
+    :param str vendor: Router vendor to check interface names
+
+    :return list: The list of interface names if all match was successful, otherwise it will throw a ValueError
+                  exception.
     """
     # For Nokia nothing to do
     if vendor == RouterVendor.NOKIA:
diff --git a/test/conftest.py b/test/conftest.py
index 4475914b4141f7a90fe7988513651e7eeff3915f..414d77f94c04fb67213cdceb325e21420aa8f842 100644
--- a/test/conftest.py
+++ b/test/conftest.py
@@ -224,13 +224,8 @@ def db_uri():
 def run_migrations(db_uri: str) -> None:
     """Configure the alembic migration and run the migration on the database.
 
-    Args:
-    ----
-    db_uri: The database uri configuration to run the migration on.
-
-    Returns:
-    -------
-    None
+    :param str db_uri: The database uri configuration to run the migration on.
+    :return: None
     """
     path = Path(__file__).resolve().parent
     app_settings.DATABASE_URI = db_uri
@@ -251,9 +246,7 @@ def run_migrations(db_uri: str) -> None:
 def _database(db_uri):
     """Create database and run migrations and cleanup after wards.
 
-    Args:
-    ----
-    db_uri: The database uri configuration to run the migration on.
+    :param db_uri: The database uri configuration to run the migration on.
     """
     db.update(Database(db_uri))
     url = make_url(db_uri)
@@ -306,9 +299,7 @@ def _db_session(_database):
     - Each test runs in isolation with a pristine database state.
     - Avoids the overhead of recreating the database schema or re-seeding data between tests.
 
-    Args:
-    ----
-    database: A fixture reference that initializes the database.
+    :param _database: A fixture reference that initializes the database.
     """
     with contextlib.closing(db.wrapped_database.engine.connect()) as test_connection:
         # Create a new session factory for this context.
diff --git a/test/workflows/__init__.py b/test/workflows/__init__.py
index b5234cb3f5a0a3a272212ddd8098a704c62c92bf..669fd75cf6b91057d0c327b0dbc111abb63e6f8f 100644
--- a/test/workflows/__init__.py
+++ b/test/workflows/__init__.py
@@ -254,16 +254,12 @@ def run_form_generator(
     make sure that anything in extra_inputs matched the values and types as if the pydantic validation has
     been run.
 
-    Args:
-    ----
-    form_generator (FormGenerator): The form generator that will be run.
-    extra_inputs (list[State] | None): list of user input dicts for each page in the generator.
-                                         If no input is given for a page, an empty dict is used.
-                                         The default value from the form is used as the default value for a field.
-
-    Returns:
-    -------
-        tuple[list[dict], State]: A list of generated forms and the result state for the whole generator.
+    :param FormGenerator form_generator: The form generator that will be run.
+    :param list[State] | None extra_inputs: list of user input dicts for each page in the generator.
+                                            If no input is given for a page, an empty dict is used.
+                                            The default value from the form is used as the default value for a field.
+
+    :return tuple[list[dict], State]: A list of generated forms and the result state for the whole generator.
 
     Example:
     -------