diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 278f7bcfb29854394a81cb3c886f3da2ceb3e1cd..58c76a8d88c23f0e6fd227d64bfd38a0d8d5d6d4 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -1,26 +1,14 @@
 image: python:3.10
 
 stages:
-  - dependencies
   - lint
 
-download_dependencies:
-  stage: dependencies
-  before_script:
-    - python -m venv .venv
-    - source .venv/bin/activate
-  script:
-    - pip install -r requirements.txt
-  artifacts:
-    paths:
-      - .venv
-
 pylint:
   stage: lint
-  dependencies:
-    - download_dependencies
-  before_script:
-    - source .venv/bin/activate
   script:
+    - python -m venv .venv
+    - source .venv/bin/activate
+    - pip install -r requirements.txt
     # C'est à ton tour de coder un script qui lance pylint sur ton projet
-    -
+    - pip install pylint
+    - pylint calculator --fail-on=warning
diff --git a/calculator/expression.py b/calculator/expression.py
index 1a27f0c5c27494a971e1479b48bd5c6da9f3ae59..d7967228ba74d0aa1e5d5d85c7c9a1b705657d07 100644
--- a/calculator/expression.py
+++ b/calculator/expression.py
@@ -1,8 +1,9 @@
 """
 Expression module defines the structure of an expression.
 """
-from calculator.operators import Operator
 from typing import Union
+from calculator.operators import Operator
+
 
 Term: type = int
 Token: type = Union[Operator, Term]
@@ -12,6 +13,7 @@ class OperatorExpression:
     """
     OperatorExpression class is an expression that contains an operator and two sub-expressions.
     """
+
     def __init__(self, operator: Operator, left, right):
         self.operator = operator
         self.left = left
@@ -28,6 +30,7 @@ class TermExpression:
     """
     TermExpression class is an expression that contains a single term.
     """
+
     def __init__(self, value: Term):
         self.value = value
 
diff --git a/calculator/operators.py b/calculator/operators.py
index f855332c2cbd379592f4dba51d8c8c66e8c1593d..c12928727c431407a31dcd5aa692080c0b6e3a09 100644
--- a/calculator/operators.py
+++ b/calculator/operators.py
@@ -1,14 +1,17 @@
 """
 Operator module contains the Operator class and a list of standard operators.
 """
+
+
 class Operator:
     """
     Operator class is a binary operator with a symbol, a precedence and an evaluation function.
     """
+
     def __init__(self, symbol, precedence, evaluate_function):
-      self.symbol = symbol
-      self.precedence = precedence
-      self.evaluate_function = evaluate_function
+        self.symbol = symbol
+        self.precedence = precedence
+        self.evaluate_function = evaluate_function
 
     def __repr__(self):
         return self.symbol
@@ -17,4 +20,9 @@ class Operator:
         return self.evaluate_function(left, right)
 
 
-STANDARD_OPERATORS = { '+': Operator('+', 1, lambda a, b: a + b),'-': Operator('-', 1, lambda a, b: a - b),'*': Operator('×', 2, lambda a, b: a * b),'/': Operator('/', 2, lambda a, b: a / b)}
+STANDARD_OPERATORS = {
+    '+': Operator('+', 1, lambda a, b: a + b),
+    '-': Operator('-', 1, lambda a, b: a - b),
+    '*': Operator('×', 2, lambda a, b: a * b),
+    '/': Operator('/', 2, lambda a, b: a / b)
+}
diff --git a/calculator/server.py b/calculator/server.py
index e0dc49ae37812a16bb365a45c95771af16f114b5..feb6402806be44b40a05baa730cf7caac4aba032 100644
--- a/calculator/server.py
+++ b/calculator/server.py
@@ -1,12 +1,16 @@
-from calculator.calculator import Calculator
+"""
+C'est le module qui s'occupe du web server
+"""
 from fastapi import FastAPI
 from fastapi.requests import Request
 from fastapi.templating import Jinja2Templates
+from calculator.calculator import Calculator
 
 app = FastAPI()
 templates = Jinja2Templates(directory="calculator/templates")
 calc = Calculator()
 
+
 @app.get("/")
 async def root(request: Request):
     """