diff --git a/deployability/modules/allocation/main.py b/deployability/modules/allocation/main.py
index cf6b60b1bb..8a69d380a7 100755
--- a/deployability/modules/allocation/main.py
+++ b/deployability/modules/allocation/main.py
@@ -2,9 +2,6 @@
 import os
 import sys
 
-project_root = os.path.abspath(os.path.join(os.path.dirname(__file__), '../..'))
-sys.path.append(project_root)
-
 from modules.allocation import Allocator
 from modules.allocation.generic.models import InputPayload
 
@@ -21,10 +18,8 @@ def parse_arguments():
     parser.add_argument("--working-dir", required=False, default='/tmp/wazuh-qa')
     return parser.parse_args()
 
-
 def main():
     Allocator.run(InputPayload(**vars(parse_arguments())))
 
-
 if __name__ == "__main__":
     main()
diff --git a/deployability/modules/provision/main.py b/deployability/modules/provision/main.py
index a222680f78..355461923e 100755
--- a/deployability/modules/provision/main.py
+++ b/deployability/modules/provision/main.py
@@ -6,9 +6,6 @@
 
 # ---------------- Vars ------------------------
 
-project_root = os.path.abspath(os.path.join(os.path.dirname(__file__), '../..'))
-sys.path.append(project_root)
-
 from modules.provision import Provision, models
 
 # ---------------- Methods ---------------------
diff --git a/deployability/modules/setup.py b/deployability/modules/setup.py
index a0ae65eefb..982b78018c 100644
--- a/deployability/modules/setup.py
+++ b/deployability/modules/setup.py
@@ -22,15 +22,6 @@ def get_version():
     version = data['version']
     return version
 
-scripts_list = [
-                'models=workflow_engine.models:main',
-                'schema_validator=workflow_engine.schema_validator:main',
-                'task=workflow_engine.task:main',
-                'workflow_processor=workflow_engine.workflow_processor:main',
-                'main=workflow_engine.main:main',
-                'logging=workflow_engine.logging.logger:main'
-]
-
 package_data_list = get_files_from_directory("workflow_engine")
 
 setup(
@@ -44,7 +35,6 @@ def get_version():
     packages=['workflow_engine'],
     package_dir={'workflow_engine': 'workflow_engine'},
     package_data={'workflow_engine': package_data_list},
-    entry_points={'console_scripts': scripts_list},
     include_package_data=True,
     zip_safe=False
 )
\ No newline at end of file
diff --git a/deployability/modules/testing/main.py b/deployability/modules/testing/main.py
index d7fef49089..10c0c3fe87 100755
--- a/deployability/modules/testing/main.py
+++ b/deployability/modules/testing/main.py
@@ -2,9 +2,6 @@
 import sys
 import os
 
-project_root = os.path.abspath(os.path.join(os.path.dirname(__file__), '../..'))
-sys.path.append(project_root)
-
 from modules.testing import Tester, InputPayload
 
 def parse_arguments():
diff --git a/deployability/modules/workflow_engine/logging/__init__.py b/deployability/modules/workflow_engine/logger/__init__.py
similarity index 100%
rename from deployability/modules/workflow_engine/logging/__init__.py
rename to deployability/modules/workflow_engine/logger/__init__.py
diff --git a/deployability/modules/workflow_engine/logging/config.yaml b/deployability/modules/workflow_engine/logger/config.yaml
similarity index 100%
rename from deployability/modules/workflow_engine/logging/config.yaml
rename to deployability/modules/workflow_engine/logger/config.yaml
diff --git a/deployability/modules/workflow_engine/logging/filter.py b/deployability/modules/workflow_engine/logger/filter.py
similarity index 99%
rename from deployability/modules/workflow_engine/logging/filter.py
rename to deployability/modules/workflow_engine/logger/filter.py
index 9ef98fa179..099193a3ac 100644
--- a/deployability/modules/workflow_engine/logging/filter.py
+++ b/deployability/modules/workflow_engine/logger/filter.py
@@ -1,7 +1,6 @@
 import logging
 import threading
 
-
 class ThreadIDFilter(logging.Filter):
     """
     A filter that uppercases the name of the log record.
diff --git a/deployability/modules/workflow_engine/logging/logger.py b/deployability/modules/workflow_engine/logger/logger.py
similarity index 99%
rename from deployability/modules/workflow_engine/logging/logger.py
rename to deployability/modules/workflow_engine/logger/logger.py
index a3d46cb1a6..5922e6cc9a 100644
--- a/deployability/modules/workflow_engine/logging/logger.py
+++ b/deployability/modules/workflow_engine/logger/logger.py
@@ -5,7 +5,6 @@
 
 import yaml
 
-
 def _load_config() -> None:
     """
     Loads the logging configuration from 'config.yaml' file.
diff --git a/deployability/modules/workflow_engine/main.py b/deployability/modules/workflow_engine/main.py
index b298176b4e..8a7e9e4f00 100755
--- a/deployability/modules/workflow_engine/main.py
+++ b/deployability/modules/workflow_engine/main.py
@@ -6,9 +6,6 @@
 import sys
 import argparse
 
-project_root = os.path.abspath(os.path.join(os.path.dirname(__file__), '../..'))
-sys.path.append(project_root)
-
 from workflow_engine.workflow_processor import WorkflowProcessor
 from workflow_engine.models import InputPayload
 
diff --git a/deployability/modules/workflow_engine/schema_validator.py b/deployability/modules/workflow_engine/schema_validator.py
index 66b51b73ca..ae13a6da9f 100755
--- a/deployability/modules/workflow_engine/schema_validator.py
+++ b/deployability/modules/workflow_engine/schema_validator.py
@@ -5,8 +5,7 @@
 from pathlib import Path
 from ruamel.yaml import YAML
 
-from workflow_engine.logging.logger import logger
-
+from workflow_engine.logger.logger import logger
 
 class SchemaValidator:
     """
diff --git a/deployability/modules/workflow_engine/task.py b/deployability/modules/workflow_engine/task.py
index 8eb1595c91..ea850f1e05 100755
--- a/deployability/modules/workflow_engine/task.py
+++ b/deployability/modules/workflow_engine/task.py
@@ -7,8 +7,7 @@
 import time
 
 from abc import ABC, abstractmethod
-from workflow_engine.logging.logger import logger
-
+from workflow_engine.logger.logger import logger
 
 class Task(ABC):
     """Abstract base class for tasks."""
@@ -17,8 +16,6 @@ class Task(ABC):
     def execute(self) -> None:
         """Execute the task."""
         pass
-
-
 class ProcessTask(Task):
     """Task for executing a process."""
 
@@ -73,7 +70,6 @@ def execute(self):
         message = self.task_parameters.get('message', 'No message provided')
         logger.info("%s: %s", message, self.task_name, extra={'tag': self.task_name})
 
-
 class DummyRandomTask(Task):
     def __init__(self, task_name, task_parameters):
         self.task_name = task_name
@@ -88,7 +84,6 @@ def execute(self):
 
         time.sleep(sleep_time)
 
-
 TASKS_HANDLERS = {
     'process': ProcessTask,
     'dummy': DummyTask,
diff --git a/deployability/modules/workflow_engine/workflow_processor.py b/deployability/modules/workflow_engine/workflow_processor.py
index 0440ab2147..28fa4084b7 100755
--- a/deployability/modules/workflow_engine/workflow_processor.py
+++ b/deployability/modules/workflow_engine/workflow_processor.py
@@ -11,11 +11,10 @@
 from pathlib import Path 
 from itertools import product
 
-from workflow_engine.logging.logger import logger
+from workflow_engine.logger.logger import logger
 from workflow_engine.schema_validator import SchemaValidator
 from workflow_engine.task import Task, TASKS_HANDLERS
 
-
 class WorkflowFile:
     """Class for loading and processing a workflow file."""
     schema_path = Path(__file__).parent / 'schemas' / 'schema_v1.json'