diff --git a/z2/Dockerfile b/z2/Dockerfile
new file mode 100644
index 0000000..3578b8f
--- /dev/null
+++ b/z2/Dockerfile
@@ -0,0 +1,12 @@
+FROM python:3.9-slim
+
+WORKDIR /app
+
+COPY requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt
+
+COPY app.py .
+
+EXPOSE 5000
+
+CMD ["gunicorn", "--bind", "0.0.0.0:5000", "app:app"]
\ No newline at end of file
diff --git a/z2/README.md b/z2/README.md
new file mode 100644
index 0000000..445a242
--- /dev/null
+++ b/z2/README.md
@@ -0,0 +1,107 @@
+# Shopping List Web Application on Kubernetes
+
+## Overview
+This project deploys a Python shopping list web application using Flask and PostgreSQL on a Kubernetes cluster. The application allows users to create, track, and manage their shopping items in a persistent way. The deployment includes a Namespace, Deployments for both the web application and PostgreSQL database, a StatefulSet (with PersistentVolume and PersistentVolumeClaim), and Service.
+
+## Application Description
+- Simple shopping list application that allows users to add, mark as purchased, and delete items
+- Each item can have a quantity associated with it
+- All data is stored in PostgreSQL for persistence between application restarts
+- The application uses a Flask web framework with a minimalist interface
+
+## Containers
+- **simple-web-app**: Runs the Python Flask application on port 5000
+- **postgres**: Runs PostgreSQL database to store shopping list items
+
+## Kubernetes Objects
+- **Namespace**: Isolates all the resources under `my-app`
+- **Deployment (Web App)**: Manages the stateless web application pods with 2 replicas for high availability
+- **Deployment (PostgreSQL)**: Manages the PostgreSQL database with persistent storage
+- **StatefulSet**: Manages stateful application pods that require persistent storage
+- **PersistentVolume (PV)**: Provides persistent storage from the host (1GB)
+- **PersistentVolumeClaim (PVC)**: Claims the PV for storage
+- **Service (Web App)**: Exposes the web application externally via LoadBalancer
+- **Service (PostgreSQL)**: Headless service for internal database access
+
+## Networking and Storage
+- Internal service discovery allows the web application to connect to PostgreSQL
+- PostgreSQL uses persistent storage to maintain shopping list data even if pods are restarted
+- The web application is exposed externally using a LoadBalancer service
+
+## Container Configuration
+- The web app container is based on Python and includes Flask and psycopg2
+- PostgreSQL container uses the official PostgreSQL image
+- Resource limits and readiness probes are configured for better stability
+
+## How to Prepare, Run, Pause, and Delete the Application
+
+1. **Prepare the application:**
+   ```bash
+   ./prepare-app.sh
+   ```
+   This script builds the Docker image and creates the directory for persistent volume.
+
+2. **Start the application:**
+   ```bash
+   ./start-app.sh
+   ```
+   This script creates all necessary Kubernetes objects in the correct order, including PostgreSQL.
+
+3. **Pause or delete the application:**
+   ```bash
+   ./stop-app.sh
+   ```
+   This script removes all Kubernetes objects created by `start-app.sh`.
+
+## Accessing the Application
+To access the application:
+
+1. Find the IP address of your Kubernetes node:
+   ```bash
+   kubectl get nodes -o wide
+   ```
+
+2. Access the application in your browser at:
+   ```
+   http://<NODE_IP>:80
+   ```
+   Where `<NODE_IP>` is the IP address of any of your Kubernetes nodes.
+
+## Application Features
+- Add items with quantity
+- Mark items as purchased/unpurchased
+- Delete items
+- Items list is separated into "to buy" and "purchased" sections
+- Data persists between sessions and application restarts
+
+## Database Schema
+The application uses a simple PostgreSQL schema:
+- Table: `shopping_items`
+- Fields:
+  - `id`: Serial primary key
+  - `item`: Text (item name)
+  - `quantity`: Integer (defaults to 1)
+  - `purchased`: Boolean flag (defaults to false)
+
+## Troubleshooting
+If you encounter issues:
+
+1. Check pod status:
+   ```bash
+   kubectl get pods -n my-app
+   ```
+
+2. View pod logs:
+   ```bash
+   kubectl logs <pod-name> -n my-app
+   ```
+
+3. Check service status:
+   ```bash
+   kubectl get svc -n my-app
+   ```
+
+4. Check database connectivity:
+   ```bash
+   kubectl exec -it <web-app-pod-name> -n my-app -- python -c "import psycopg2; conn = psycopg2.connect(host='postgres', dbname='postgres', user='postgres', password='postgres'); print('Connection successful')"
+   ```
\ No newline at end of file
diff --git a/z2/app.py b/z2/app.py
new file mode 100644
index 0000000..103d91f
--- /dev/null
+++ b/z2/app.py
@@ -0,0 +1,173 @@
+from flask import Flask, request, redirect, url_for, render_template_string
+import os
+import psycopg2
+from psycopg2 import pool
+
+app = Flask(__name__)
+
+DB_HOST = os.environ.get('DB_HOST', 'localhost')
+DB_PORT = os.environ.get('DB_PORT', '5432')
+DB_NAME = os.environ.get('DB_NAME', 'postgres')
+DB_USER = os.environ.get('DB_USER', 'postgres')
+DB_PASS = os.environ.get('DB_PASS', 'postgres')
+
+connection_pool = psycopg2.pool.SimpleConnectionPool(
+    1, 10,
+    host=DB_HOST,
+    port=DB_PORT,
+    database=DB_NAME,
+    user=DB_USER,
+    password=DB_PASS
+)
+
+def init_db():
+    conn = connection_pool.getconn()
+    try:
+        with conn.cursor() as cur:
+            cur.execute('''
+                CREATE TABLE IF NOT EXISTS shopping_items (
+                    id SERIAL PRIMARY KEY,
+                    item TEXT NOT NULL,
+                    quantity INTEGER DEFAULT 1,
+                    purchased BOOLEAN DEFAULT FALSE
+                );
+            ''')
+            conn.commit()
+    except Exception as e:
+        print(f"Erreur lors de l'initialisation de la base de données: {e}")
+        conn.rollback()
+    finally:
+        connection_pool.putconn(conn)
+
+HTML_TEMPLATE = """
+<!DOCTYPE html>
+<html>
+<head>
+    <title>Liste de Courses</title>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+</head>
+<body>
+    <h1>Ma Liste de Courses</h1>
+    
+    <form action="/add" method="post">
+        <input type="text" name="item" placeholder="Article" required>
+        <input type="number" name="quantity" value="1" min="1">
+        <button type="submit">Ajouter</button>
+    </form>
+    
+    <h2>Articles à acheter</h2>
+    <ul>
+        {% for item in items %}
+            {% if not item[3] %}
+                <li>
+                    {{ item[1] }} ({{ item[2] }})
+                    <form action="/toggle/{{ item[0] }}" method="post" style="display:inline">
+                        <button type="submit">Acheté</button>
+                    </form>
+                    <form action="/delete/{{ item[0] }}" method="post" style="display:inline">
+                        <button type="submit">Supprimer</button>
+                    </form>
+                </li>
+            {% endif %}
+        {% endfor %}
+    </ul>
+    
+    <h2>Articles achetés</h2>
+    <ul>
+        {% for item in items %}
+            {% if item[3] %}
+                <li>
+                    {{ item[1] }} ({{ item[2] }})
+                    <form action="/toggle/{{ item[0] }}" method="post" style="display:inline">
+                        <button type="submit">Non acheté</button>
+                    </form>
+                    <form action="/delete/{{ item[0] }}" method="post" style="display:inline">
+                        <button type="submit">Supprimer</button>
+                    </form>
+                </li>
+            {% endif %}
+        {% endfor %}
+    </ul>
+</body>
+</html>
+"""
+
+@app.route('/')
+def index():
+    conn = connection_pool.getconn()
+    try:
+        with conn.cursor() as cur:
+            cur.execute("SELECT id, item, quantity, purchased FROM shopping_items ORDER BY purchased, id")
+            items = cur.fetchall()
+    except Exception as e:
+        print(f"Erreur lors de la récupération des articles: {e}")
+        items = []
+    finally:
+        connection_pool.putconn(conn)
+    
+    return render_template_string(HTML_TEMPLATE, items=items)
+
+@app.route('/add', methods=['POST'])
+def add_item():
+    item = request.form.get('item')
+    quantity = request.form.get('quantity', 1, type=int)
+    
+    conn = connection_pool.getconn()
+    try:
+        with conn.cursor() as cur:
+            cur.execute(
+                "INSERT INTO shopping_items (item, quantity) VALUES (%s, %s)",
+                (item, quantity)
+            )
+            conn.commit()
+    except Exception as e:
+        print(f"Erreur lors de l'ajout d'un article: {e}")
+        conn.rollback()
+    finally:
+        connection_pool.putconn(conn)
+    
+    return redirect(url_for('index'))
+
+@app.route('/toggle/<int:item_id>', methods=['POST'])
+def toggle_item(item_id):
+    conn = connection_pool.getconn()
+    try:
+        with conn.cursor() as cur:
+            cur.execute(
+                "UPDATE shopping_items SET purchased = NOT purchased WHERE id = %s",
+                (item_id,)
+            )
+            conn.commit()
+    except Exception as e:
+        print(f"Erreur lors du basculement du statut: {e}")
+        conn.rollback()
+    finally:
+        connection_pool.putconn(conn)
+    
+    return redirect(url_for('index'))
+
+@app.route('/delete/<int:item_id>', methods=['POST'])
+def delete_item(item_id):
+    conn = connection_pool.getconn()
+    try:
+        with conn.cursor() as cur:
+            cur.execute("DELETE FROM shopping_items WHERE id = %s", (item_id,))
+            conn.commit()
+    except Exception as e:
+        print(f"Erreur lors de la suppression d'un article: {e}")
+        conn.rollback()
+    finally:
+        connection_pool.putconn(conn)
+    
+    return redirect(url_for('index'))
+
+with app.app_context():
+    try:
+        init_db()
+    except Exception as e:
+        print(f"Impossible d'initialiser la base de données: {e}")
+
+if __name__ == "__main__":
+    port = int(os.environ.get("PORT", 5000))
+    app.run(host='0.0.0.0', port=port, debug=True)
\ No newline at end of file
diff --git a/z2/deployment.yaml b/z2/deployment.yaml
new file mode 100644
index 0000000..29751ed
--- /dev/null
+++ b/z2/deployment.yaml
@@ -0,0 +1,51 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: web-app-deployment
+  namespace: my-app
+spec:
+  replicas: 2  
+  selector:
+    matchLabels:
+      app: web-app
+  template:
+    metadata:
+      labels:
+        app: web-app
+    spec:
+      containers:
+        - name: web-app-container
+          image: antonin193/simple-web-app:latest
+          imagePullPolicy: Always
+          ports:
+            - containerPort: 5000
+          env:
+            - name: DB_HOST
+              value: postgres
+            - name: DB_PORT
+              value: "5432"
+            - name: DB_NAME
+              value: postgres
+            - name: DB_USER
+              value: postgres
+            - name: DB_PASS
+              value: postgres
+          resources:
+            requests:
+              memory: "64Mi"
+              cpu: "100m"
+            limits:
+              memory: "128Mi"
+              cpu: "200m"
+          readinessProbe:
+            httpGet:
+              path: /
+              port: 5000
+            initialDelaySeconds: 15
+            periodSeconds: 10
+          livenessProbe:
+            httpGet:
+              path: /
+              port: 5000
+            initialDelaySeconds: 20
+            periodSeconds: 20
\ No newline at end of file
diff --git a/z2/namespace.yaml b/z2/namespace.yaml
new file mode 100644
index 0000000..ac20ed2
--- /dev/null
+++ b/z2/namespace.yaml
@@ -0,0 +1,7 @@
+apiVersion: v1
+kind: Namespace
+metadata:
+  name: my-app
+  labels:
+    name: my-app
+    environment: development
\ No newline at end of file
diff --git a/z2/persistent-storage.yaml b/z2/persistent-storage.yaml
new file mode 100644
index 0000000..5413374
--- /dev/null
+++ b/z2/persistent-storage.yaml
@@ -0,0 +1,29 @@
+apiVersion: v1
+kind: PersistentVolume
+metadata:
+  name: data-pv
+  namespace: my-app
+  labels:
+    type: local
+spec:
+  capacity:
+    storage: 1Gi
+  accessModes:
+    - ReadWriteOnce
+  persistentVolumeReclaimPolicy: Retain
+  storageClassName: manual
+  hostPath:
+    path: /data/stateful
+---
+apiVersion: v1
+kind: PersistentVolumeClaim
+metadata:
+  name: data-pvc
+  namespace: my-app
+spec:
+  accessModes:
+    - ReadWriteOnce
+  storageClassName: manual
+  resources:
+    requests:
+      storage: 1Gi
diff --git a/z2/postgres-deployment.yaml b/z2/postgres-deployment.yaml
new file mode 100644
index 0000000..46abfd2
--- /dev/null
+++ b/z2/postgres-deployment.yaml
@@ -0,0 +1,44 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: postgres
+  namespace: my-app
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      app: postgres
+  template:
+    metadata:
+      labels:
+        app: postgres
+    spec:
+      containers:
+        - name: postgres
+          image: postgres:14
+          imagePullPolicy: IfNotPresent
+          ports:
+            - containerPort: 5432
+          env:
+            - name: POSTGRES_PASSWORD
+              value: postgres
+            - name: POSTGRES_USER
+              value: postgres
+            - name: POSTGRES_DB
+              value: postgres
+            - name: PGDATA
+              value: /var/lib/postgresql/data/pgdata
+          volumeMounts:
+            - name: postgres-storage
+              mountPath: /var/lib/postgresql/data
+          resources:
+            requests:
+              memory: "256Mi"
+              cpu: "200m"
+            limits:
+              memory: "512Mi"
+              cpu: "500m"
+      volumes:
+        - name: postgres-storage
+          persistentVolumeClaim:
+            claimName: data-pvc
\ No newline at end of file
diff --git a/z2/postgres-service.yaml b/z2/postgres-service.yaml
new file mode 100644
index 0000000..0e61f36
--- /dev/null
+++ b/z2/postgres-service.yaml
@@ -0,0 +1,15 @@
+apiVersion: v1
+kind: Service
+metadata:
+  name: postgres
+  namespace: my-app
+  labels:
+    app: postgres
+spec:
+  selector:
+    app: postgres
+  ports:
+    - protocol: TCP
+      port: 5432
+      targetPort: 5432
+  clusterIP: None
\ No newline at end of file
diff --git a/z2/prepare-app.sh b/z2/prepare-app.sh
new file mode 100644
index 0000000..1383fac
--- /dev/null
+++ b/z2/prepare-app.sh
@@ -0,0 +1,22 @@
+#!/bin/bash
+# Script to prepare the application environment
+
+export REGION="local"
+echo "Preparing deployment for region: $REGION"
+
+# Make sure scripts are executable
+chmod +x start-app.sh stop-app.sh
+
+# Build and tag Docker image
+docker build -t simple-web-app:latest .
+docker tag simple-web-app:latest antonin193/simple-web-app:latest
+
+# Push to Docker Hub if needed
+echo "Pushing image to Docker Hub..."
+docker push antonin193/simple-web-app:latest
+
+# Create directory for persistent volume (Docker Desktop supports hostPath)
+sudo mkdir -p /data/stateful
+sudo chmod 777 /data/stateful
+
+echo "Preparation complete: Docker image built, tagged, and volume directory created."
diff --git a/z2/requirements.txt b/z2/requirements.txt
new file mode 100644
index 0000000..9856f32
--- /dev/null
+++ b/z2/requirements.txt
@@ -0,0 +1,4 @@
+Flask>=2.0.0
+Werkzeug>=2.0.0
+gunicorn>=20.1.0
+psycopg2-binary>=2.9.3
\ No newline at end of file
diff --git a/z2/service.yaml b/z2/service.yaml
new file mode 100644
index 0000000..49ee316
--- /dev/null
+++ b/z2/service.yaml
@@ -0,0 +1,16 @@
+apiVersion: v1
+kind: Service
+metadata:
+  name: web-app-service
+  namespace: my-app
+  labels:
+    app: web-app
+spec:
+  type: LoadBalancer
+  selector:
+    app: web-app
+  ports:
+    - protocol: TCP
+      port: 80 
+      targetPort: 5000  
+  sessionAffinity: None 
\ No newline at end of file
diff --git a/z2/start-app.sh b/z2/start-app.sh
new file mode 100644
index 0000000..409f4dd
--- /dev/null
+++ b/z2/start-app.sh
@@ -0,0 +1,82 @@
+#!/bin/bash
+# Script to deploy the app locally using Docker Desktop + Kubernetes
+
+# Set default region (optional but kept for consistency)
+if [ -z "$REGION" ]; then
+    export REGION="local"
+    echo "No region specified. Using default region: $REGION"
+else
+    echo "Deploying to region: $REGION"
+fi
+
+# Build Docker image
+echo "Building Docker image..."
+docker build -t antonin193/simple-web-app:latest .
+
+# Push to Docker Hub (optional for local, but kept if needed across machines)
+echo "Pushing image to Docker Hub..."
+docker push antonin193/simple-web-app:latest
+
+# Create Kubernetes Namespace
+echo "Creating namespace..."
+kubectl apply -f namespace.yaml
+
+# Create PersistentVolume and PersistentVolumeClaim
+echo "Creating persistent storage..."
+kubectl apply -f persistent-storage.yaml
+
+# Wait briefly for resources to be established
+sleep 2
+
+# Deploy PostgreSQL first
+echo "Creating PostgreSQL Deployment and Service..."
+kubectl apply -f postgres-deployment.yaml
+kubectl apply -f postgres-service.yaml
+
+# Wait for PostgreSQL to be ready
+echo "Waiting for PostgreSQL to be ready..."
+kubectl wait --for=condition=ready pod -l app=postgres -n my-app --timeout=120s
+
+# Deploy application
+echo "Creating Deployment..."
+kubectl apply -f deployment.yaml
+
+echo "Creating StatefulSet..."
+kubectl apply -f statefulset.yaml
+
+echo "Creating Service..."
+kubectl apply -f service.yaml
+
+# Wait for LoadBalancer IP (Docker Desktop uses host network so it's usually localhost)
+echo "Waiting for LoadBalancer to obtain an external IP (or localhost for Docker Desktop)..."
+external_ip=""
+attempt=0
+max_attempts=4
+
+while [ -z "$external_ip" ] && [ $attempt -lt $max_attempts ]; do
+    sleep 10
+    attempt=$((attempt+1))
+    external_ip=$(kubectl get svc web-app-service -n my-app --template="{{range .status.loadBalancer.ingress}}{{.ip}}{{end}}" 2>/dev/null)
+    
+    if [ -z "$external_ip" ]; then
+        echo "Waiting for external IP... Attempt $attempt of $max_attempts"
+    fi
+done
+
+# Fallback to localhost if no external IP is found (common in Docker Desktop)
+if [ -z "$external_ip" ]; then
+    external_ip="localhost"
+    echo ""
+    echo "=========================================================="
+    echo "Could not get external IP from LoadBalancer. Defaulting to localhost."
+    echo "You can try accessing your app at: http://localhost:80"
+    echo "Or check service status manually with:"
+    echo "kubectl get svc web-app-service -n my-app"
+    echo "=========================================================="
+else
+    echo ""
+    echo "=========================================================="
+    echo "Application deployed successfully!"
+    echo "You can try accessing your app at: http://localhost:80"
+    echo "=========================================================="
+fi
\ No newline at end of file
diff --git a/z2/statefulset.yaml b/z2/statefulset.yaml
new file mode 100644
index 0000000..bf802e3
--- /dev/null
+++ b/z2/statefulset.yaml
@@ -0,0 +1,59 @@
+apiVersion: apps/v1
+kind: StatefulSet
+metadata:
+  name: stateful-app
+  namespace: my-app
+spec:
+  serviceName: "stateful-app"
+  replicas: 1
+  selector:
+    matchLabels:
+      app: stateful-app
+  template:
+    metadata:
+      labels:
+        app: stateful-app
+    spec:
+      containers:
+        - name: stateful-app-container
+          image: antonin193/simple-web-app:latest
+          imagePullPolicy: Always
+          ports:
+            - containerPort: 5000
+          env:
+            - name: DB_HOST
+              value: postgres
+            - name: DB_PORT
+              value: "5432"
+            - name: DB_NAME
+              value: postgres
+            - name: DB_USER
+              value: postgres
+            - name: DB_PASS
+              value: postgres
+          resources:
+            requests:
+              memory: "64Mi"
+              cpu: "100m"
+            limits:
+              memory: "128Mi"
+              cpu: "200m"
+          volumeMounts:
+            - name: app-storage
+              mountPath: /data  
+          readinessProbe:
+            httpGet:
+              path: /
+              port: 5000
+            initialDelaySeconds: 15
+            periodSeconds: 20
+  volumeClaimTemplates:
+    - metadata:
+        name: app-storage
+      spec:
+        accessModes:
+          - ReadWriteOnce
+        storageClassName: manual
+        resources:
+          requests:
+            storage: 1Gi
\ No newline at end of file
diff --git a/z2/stop-app.sh b/z2/stop-app.sh
new file mode 100644
index 0000000..ccabdca
--- /dev/null
+++ b/z2/stop-app.sh
@@ -0,0 +1,55 @@
+#!/bin/bash
+# Delete Kubernetes objects in reverse order
+
+# Check if REGION environment variable is set
+if [ -z "$REGION" ]; then
+    # Default region if not set
+    export REGION="westeurope"
+    echo "No region specified. Using default region: $REGION"
+else
+    echo "Stopping application in region: $REGION"
+fi
+
+# For AKS deployments, make sure we're connected to the right cluster
+if command -v az &> /dev/null; then
+    echo "Checking AKS connection for region $REGION..."
+    # You might need to adjust these parameters based on your specific Azure setup
+    RESOURCE_GROUP="flask-rg-$REGION"
+    CLUSTER_NAME="flask-aks-$REGION"
+    
+    # Try to connect to the Azure cluster
+    if ! az aks get-credentials --resource-group $RESOURCE_GROUP --name $CLUSTER_NAME --overwrite-existing 2>/dev/null; then
+        echo "Warning: Could not connect to AKS cluster in $REGION. Continuing with current kubectl context."
+    else
+        echo "Successfully connected to AKS cluster in $REGION"
+    fi
+fi
+
+echo "Stopping application..."
+
+# Delete Service first to stop incoming traffic
+kubectl delete -f service.yaml 2>/dev/null || echo "Service could not be deleted or does not exist."
+
+# Delete StatefulSet and wait for pods to terminate
+kubectl delete -f statefulset.yaml 2>/dev/null || echo "StatefulSet could not be deleted or does not exist."
+
+# Delete Deployment
+kubectl delete -f deployment.yaml 2>/dev/null || echo "Deployment could not be deleted or does not exist."
+
+# Delete PostgreSQL objects
+kubectl delete -f postgres-service.yaml 2>/dev/null || echo "PostgreSQL service could not be deleted or does not exist."
+kubectl delete -f postgres-deployment.yaml 2>/dev/null || echo "PostgreSQL deployment could not be deleted or does not exist."
+
+# Wait for pods to terminate
+echo "Waiting for pods to terminate..."
+kubectl wait --for=delete pod --selector=app=web-app -n my-app --timeout=60s 2>/dev/null || true
+kubectl wait --for=delete pod --selector=app=stateful-app -n my-app --timeout=60s 2>/dev/null || true
+kubectl wait --for=delete pod --selector=app=postgres -n my-app --timeout=60s 2>/dev/null || true
+
+# Delete PersistentVolume and PersistentVolumeClaim
+kubectl delete -f persistent-storage.yaml 2>/dev/null || echo "PersistentVolume and PersistentVolumeClaim could not be deleted or do not exist."
+
+# Delete Namespace (this will delete all resources in the namespace)
+kubectl delete -f namespace.yaml 2>/dev/null || echo "Namespace could not be deleted or does not exist."
+
+echo "Application stopped in region $REGION: All Kubernetes objects have been deleted."
\ No newline at end of file