diff --git a/Makefile b/Makefile
index 9833da9..9803a50 100644
--- a/Makefile
+++ b/Makefile
@@ -93,7 +93,7 @@ migrate:
 	poetry run python labs/manage.py migrate
 
 createuser:
-	DJANGO_SUPERUSER_PASSWORD=admin poetry run python labs/manage.py createsuperuser --noinput --username=admin --email=a@b.com
+	DJANGO_SUPERUSER_PASSWORD=admin poetry run python labs/manage.py createsuperuser --noinput --username=admin --email=admin@example.com
 
 load_fixtures:
 	python labs/manage.py loaddata $(wildcard labs/fixtures/*.json)
diff --git a/labs/api/schemas/codemonkey.py b/labs/api/schemas/codemonkey.py
index 2864b1d..fdc0ee3 100644
--- a/labs/api/schemas/codemonkey.py
+++ b/labs/api/schemas/codemonkey.py
@@ -1,6 +1,7 @@
 from typing import List, Optional
 
 from api.schemas.github import GithubSchema
+from django.conf import settings
 from pydantic import BaseModel
 
 
@@ -19,8 +20,8 @@ class VectorizeRepositorySchema(BaseModel):
 
 
 class FindEmbeddingsSchema(LocalRepositoryShema):
-    similarity_threshold: float = 0.7
-    max_results: int = 10
+    similarity_threshold: float = settings.EMBEDDINGS_SIMILARITY_THRESHOLD
+    max_results: int = settings.EMBEDDINGS_MAX_RESULTS
 
 
 class PreparePromptContextSchema(BaseModel):
diff --git a/labs/config/celery.py b/labs/config/celery.py
index 9a201c7..f88d84b 100644
--- a/labs/config/celery.py
+++ b/labs/config/celery.py
@@ -1,10 +1,10 @@
 import logging
 import os
 
-import config.configuration_variables as settings
 import redis
 from celery import Celery
 from celery.signals import task_failure
+from django.conf import settings
 from kombu import Queue
 from redbeat import RedBeatSchedulerEntry, schedulers
 
diff --git a/labs/config/configuration_variables.py b/labs/config/configuration_variables.py
deleted file mode 100644
index 36aeccd..0000000
--- a/labs/config/configuration_variables.py
+++ /dev/null
@@ -1,25 +0,0 @@
-import os
-
-from logger import setup_logger
-
-setup_logger()
-
-
-GITHUB_API_BASE_URL = "https://api.github.com"
-
-CLONE_DESTINATION_DIR = os.getenv("CLONE_DESTINATION_DIR", "/tmp/")
-
-DATABASE_USER = os.environ.get("DATABASE_USER", "postgres")
-DATABASE_PASS = os.environ.get("DATABASE_PASS", "postgres")
-DATABASE_HOST = os.environ.get("DATABASE_HOST", "localhost")
-DATABASE_PORT = os.environ.get("DATABASE_PORT", "5432")
-DATABASE_NAME = os.environ.get("DATABASE_NAME", "postgres")
-DATABASE_URL = f"postgresql://{DATABASE_USER}:{DATABASE_PASS}@{DATABASE_HOST}:{DATABASE_PORT}/{DATABASE_NAME}"
-
-CELERY_BROKER_URL = os.environ.get("CELERY_BROKER_URL")
-CELERY_BACKEND_URL = os.environ.get("CELERY_BACKEND_URL")
-
-REDIS_HOST = os.environ.get("REDIS_HOST")
-REDIS_PORT = os.environ.get("REDIS_PORT")
-
-LOCAL_LLM_HOST = os.environ.get("LOCAL_LLM_HOST", "http://ollama:11434")
diff --git a/labs/config/logger.py b/labs/config/logger.py
new file mode 100644
index 0000000..b7cf996
--- /dev/null
+++ b/labs/config/logger.py
@@ -0,0 +1,19 @@
+from datetime import datetime
+
+from django.conf import settings
+from pythonjsonlogger import jsonlogger
+
+
+class CustomJsonFormatter(jsonlogger.JsonFormatter):
+    def add_fields(self, log_record, record, message_dict):
+        super(CustomJsonFormatter, self).add_fields(log_record, record, message_dict)
+
+        if not log_record.get("timestamp"):
+            log_record["timestamp"] = datetime.now().strftime(settings.LOGGING_DATETIME_FORMAT)
+
+        if log_record.get("level"):
+            log_record["level"] = log_record["level"].upper()
+        else:
+            log_record["level"] = record.levelname.upper()
+
+        log_record["project"] = "labs"
diff --git a/labs/config/settings.py b/labs/config/settings.py
index 8f73602..15e23af 100644
--- a/labs/config/settings.py
+++ b/labs/config/settings.py
@@ -87,6 +87,50 @@
 }
 
 
+# Logging
+def create_logging_directory() -> Path:
+    logs_path = BASE_DIR.parent / "logs"
+    if not os.path.exists(logs_path):
+        os.makedirs(logs_path)
+
+    return logs_path / "debug.log"
+
+
+LOGGING_DATETIME_FORMAT = "%Y-%m-%d %H:%M:%S,%f"
+LOGGING = {
+    "version": 1,
+    "disable_existing_loggers": False,
+    "formatters": {
+        "standard": {
+            "format": "[%(asctime)s][%(levelname)s][%(name)s]: %(message)s",
+            "datefmt": LOGGING_DATETIME_FORMAT,
+        },
+        "json": {"()": "config.logger.CustomJsonFormatter"},
+    },
+    "handlers": {
+        "console": {
+            "level": "DEBUG",
+            "class": "logging.StreamHandler",
+            "formatter": "standard",
+        },
+        "file": {
+            "level": "DEBUG",
+            "class": "logging.handlers.RotatingFileHandler",
+            "filename": create_logging_directory(),
+            "maxBytes": 10000000,  # 10 Mb
+            "backupCount": 5,
+            "formatter": "json",
+        },
+    },
+    "loggers": {
+        "root": {
+            "level": "DEBUG",
+            "handlers": ["console", "file"],
+            "propagate": False,
+        }
+    },
+}
+
 # Password validation
 # https://docs.djangoproject.com/en/5.1/ref/settings/#auth-password-validators
 
@@ -127,3 +171,20 @@
 # https://docs.djangoproject.com/en/5.1/ref/settings/#default-auto-field
 
 DEFAULT_AUTO_FIELD = "django.db.models.BigAutoField"
+
+# Celery settings
+CELERY_BROKER_URL = os.environ.get("CELERY_BROKER_URL")
+CELERY_BACKEND_URL = os.environ.get("CELERY_BACKEND_URL")
+
+# Redis settings
+REDIS_HOST = os.environ.get("REDIS_HOST")
+REDIS_PORT = os.environ.get("REDIS_PORT")
+
+# Custom settings
+GITHUB_API_BASE_URL = "https://api.github.com"
+
+LOCAL_LLM_HOST = os.environ.get("LOCAL_LLM_HOST", "http://ollama:11434")
+
+CLONE_DESTINATION_DIR = os.getenv("CLONE_DESTINATION_DIR", "/tmp/")
+EMBEDDINGS_SIMILARITY_THRESHOLD = 0.7
+EMBEDDINGS_MAX_RESULTS = 10
diff --git a/labs/embeddings/embedder.py b/labs/embeddings/embedder.py
index a0b122a..51ddea8 100644
--- a/labs/embeddings/embedder.py
+++ b/labs/embeddings/embedder.py
@@ -1,6 +1,7 @@
 from dataclasses import dataclass
 from typing import Any, Dict, List, Optional, Union
 
+from django.conf import settings
 from embeddings.models import Embedding
 from pgvector.django import CosineDistance
 
@@ -20,7 +21,11 @@ def embed(self, prompt, *args, **kwargs) -> Embeddings:
         return self.embedder.embed(prompt, *args, **kwargs)
 
     def retrieve_embeddings(
-        self, query: str, repository: str, similarity_threshold: float = 0.7, max_results: int = 10
+        self,
+        query: str,
+        repository: str,
+        similarity_threshold: float = settings.EMBEDDINGS_SIMILARITY_THRESHOLD,
+        max_results: int = settings.EMBEDDINGS_MAX_RESULTS,
     ) -> List[Embedding]:
         query = query.replace("\n", "")
         embedded_query = self.embed(prompt=query).embeddings
diff --git a/labs/embeddings/ollama.py b/labs/embeddings/ollama.py
index caee400..bc5f6ff 100644
--- a/labs/embeddings/ollama.py
+++ b/labs/embeddings/ollama.py
@@ -1,4 +1,4 @@
-from config.configuration_variables import LOCAL_LLM_HOST
+from django.conf import settings
 from embeddings.embedder import Embeddings
 from ollama import Client
 
@@ -7,7 +7,7 @@ class OllamaEmbedder:
     def __init__(self, model):
         self._model_name = model
 
-        self._client = Client(LOCAL_LLM_HOST)
+        self._client = Client(settings.LOCAL_LLM_HOST)
 
     def embed(self, prompt, *args, **kwargs) -> Embeddings:
         result = self._client.embed(self._model_name, prompt, *args, **kwargs)
diff --git a/labs/github/github.py b/labs/github/github.py
index 98f3f6c..2521bb1 100644
--- a/labs/github/github.py
+++ b/labs/github/github.py
@@ -3,9 +3,9 @@
 import os
 from dataclasses import dataclass
 
-import config.configuration_variables as settings
 import git
 import requests
+from django.conf import settings
 
 logger = logging.getLogger(__name__)
 
diff --git a/labs/llm/ollama.py b/labs/llm/ollama.py
index 2afcf99..0d8df62 100644
--- a/labs/llm/ollama.py
+++ b/labs/llm/ollama.py
@@ -1,4 +1,4 @@
-from config.configuration_variables import LOCAL_LLM_HOST
+from django.conf import settings
 from ollama import Client
 
 
@@ -6,7 +6,7 @@ class OllamaRequester:
     def __init__(self, model):
         self._model_name = model
 
-        self._client = Client(LOCAL_LLM_HOST)
+        self._client = Client(settings.LOCAL_LLM_HOST)
 
     def completion_without_proxy(self, messages, *args, **kwargs):
         """
diff --git a/labs/logger.py b/labs/logger.py
deleted file mode 100644
index 476aabe..0000000
--- a/labs/logger.py
+++ /dev/null
@@ -1,49 +0,0 @@
-import logging
-from datetime import datetime
-from logging.handlers import RotatingFileHandler
-
-from pythonjsonlogger import jsonlogger
-
-DEFAULT_MAX_BYTES = 10000000
-DEFAULT_BACKUP_COUNT = 5
-LOG_FORMAT = "%Y-%m-%d %H:%M:%S,%f"
-
-
-class CustomJsonFormatter(jsonlogger.JsonFormatter):
-    def add_fields(self, log_record, record, message_dict):
-        super(CustomJsonFormatter, self).add_fields(log_record, record, message_dict)
-
-        if not log_record.get("timestamp"):
-            log_record["timestamp"] = datetime.now().strftime(LOG_FORMAT)
-
-        if log_record.get("level"):
-            log_record["level"] = log_record["level"].upper()
-        else:
-            log_record["level"] = record.levelname
-
-        log_record["project"] = "codemonkey"
-
-
-def setup_logger():
-    logging.basicConfig(level=logging.DEBUG, datefmt=LOG_FORMAT)
-    logger = logging.getLogger("labs")
-    logger.propagate = False
-
-    log_format = "[%(asctime)s][%(levelname)s][%(name)s]: %(message)s"
-    formatter = logging.Formatter(fmt=log_format, datefmt=LOG_FORMAT)
-    stream_handler = logging.StreamHandler()
-    stream_handler.setFormatter(formatter)
-    logger.addHandler(stream_handler)
-
-    try:
-        formatter = CustomJsonFormatter()
-        handler = RotatingFileHandler(
-            "logs/debug.log",
-            maxBytes=DEFAULT_MAX_BYTES,
-            backupCount=DEFAULT_BACKUP_COUNT,
-        )
-        handler.setFormatter(formatter)
-        logger.addHandler(handler)
-
-    except Exception:
-        pass
diff --git a/labs/tasks/llm.py b/labs/tasks/llm.py
index cc8fdf4..9e57168 100644
--- a/labs/tasks/llm.py
+++ b/labs/tasks/llm.py
@@ -1,9 +1,9 @@
 import json
 import logging
 
-import config.configuration_variables as settings
 from config.celery import app
 from core.models import Model, VectorizerModel
+from django.conf import settings
 from embeddings.embedder import Embedder
 from embeddings.vectorizers.vectorizer import Vectorizer
 from llm.requester import Requester
@@ -85,7 +85,13 @@ def vectorize_repository_task(prefix="", repository_path=""):
 
 
 @app.task
-def find_embeddings_task(prefix="", issue_body="", repository_path="", similarity_threshold=0.7, max_results=10):
+def find_embeddings_task(
+    prefix="",
+    issue_body="",
+    repository_path="",
+    similarity_threshold=settings.EMBEDDINGS_SIMILARITY_THRESHOLD,
+    max_results=settings.EMBEDDINGS_MAX_RESULTS,
+):
     embedder_class, *embeder_args = Model.get_active_embedding_model()
     embeddings_results = Embedder(embedder_class, *embeder_args).retrieve_embeddings(
         redis_client.get(RedisVariable.ISSUE_BODY, prefix=prefix, default=issue_body),
diff --git a/labs/tasks/repository.py b/labs/tasks/repository.py
index 78fc250..1c05fcd 100644
--- a/labs/tasks/repository.py
+++ b/labs/tasks/repository.py
@@ -1,8 +1,8 @@
 import json
 
-import config.configuration_variables as settings
 from config.celery import app
 from decorators import time_and_log_function
+from django.conf import settings
 from github.github import GithubRequests
 from parsers.response import create_file, modify_file, parse_llm_output
 from tasks.redis_client import RedisStrictClient, RedisVariable
diff --git a/labs/tasks/run.py b/labs/tasks/run.py
index d72ba71..b057b3e 100644
--- a/labs/tasks/run.py
+++ b/labs/tasks/run.py
@@ -1,8 +1,8 @@
 import os.path
 
-import config.configuration_variables as settings
 from celery import chain
 from config.celery import app
+from django.conf import settings
 from tasks import (
     apply_code_changes_task,
     clone_repository_task,