diff --git a/tutorials/configure-apache-lets-encrypt/index.mdx b/tutorials/configure-apache-lets-encrypt/index.mdx
index 8b9e157e20..9325a9c0f2 100644
--- a/tutorials/configure-apache-lets-encrypt/index.mdx
+++ b/tutorials/configure-apache-lets-encrypt/index.mdx
@@ -10,7 +10,7 @@ categories:
   - instances
   - domains-and-dns
 dates:
-  validation: 2024-10-03
+  validation: 2025-04-08
   posted: 2019-05-23
 ---
 
diff --git a/tutorials/deploy-instances-packer-terraform/index.mdx b/tutorials/deploy-instances-packer-terraform/index.mdx
index bbd69ac6b5..70623c2c28 100644
--- a/tutorials/deploy-instances-packer-terraform/index.mdx
+++ b/tutorials/deploy-instances-packer-terraform/index.mdx
@@ -11,13 +11,13 @@ categories:
   - packer
 tags: Packer Terraform/OpenTofu
 dates:
-  validation: 2024-10-03
+  validation: 2025-04-08
   posted: 2018-08-01
 ---
 
 **Packer** is a tool for creating identical machine images for multiple platforms from a single source configuration file. It can build images for multiple cloud hosting platforms, including Scaleway.
 
-**Terraform/OpenTofu** is an open-source tool for building, changing, and versioning infrastructure safely and efficiently.
+**Terraform** is a tool for building, changing, and versioning infrastructure safely and efficiently. **OpenTofu** is an open-source fork of Terraform, delivering similar functionalities.
 
 Both applications are available for Linux, macOS, Windows, FreeBSD, and NetBSD.
 
diff --git a/tutorials/encrypt-volumes/index.mdx b/tutorials/encrypt-volumes/index.mdx
index c83cab697d..a3e873939c 100644
--- a/tutorials/encrypt-volumes/index.mdx
+++ b/tutorials/encrypt-volumes/index.mdx
@@ -10,7 +10,7 @@ categories:
   - block-storage
   - instances
 dates:
-  validation: 2024-10-03
+  validation: 2025-04-08
   posted: 2019-02-04
 ---
 
diff --git a/tutorials/erpnext/index.mdx b/tutorials/erpnext/index.mdx
index c6284a02c5..5968e8d4bf 100644
--- a/tutorials/erpnext/index.mdx
+++ b/tutorials/erpnext/index.mdx
@@ -10,7 +10,7 @@ categories:
   - dedibox
 hero: assets/scaleway_erpnext.webp
 dates:
-  validation: 2024-10-03
+  validation: 2025-04-08
   posted: 2020-07-28
 ---
 
diff --git a/tutorials/flask/index.mdx b/tutorials/flask/index.mdx
index 66ef558209..9050bfde1b 100644
--- a/tutorials/flask/index.mdx
+++ b/tutorials/flask/index.mdx
@@ -8,7 +8,7 @@ content:
 tags: Flask Ubuntu Bionic-Beaver
   - instances
 dates:
-  validation: 2024-10-03
+  validation: 2025-04-08
   posted: 2018-08-23
 ---
 
diff --git a/tutorials/get-started-kubernetes-loadbalancer/index.mdx b/tutorials/get-started-kubernetes-loadbalancer/index.mdx
index b48a41352d..b94961b765 100644
--- a/tutorials/get-started-kubernetes-loadbalancer/index.mdx
+++ b/tutorials/get-started-kubernetes-loadbalancer/index.mdx
@@ -9,15 +9,17 @@ tags: Kubernetes load-balancer kubectl nodeport
 categories:
   - kubernetes
 dates:
-  validation: 2024-10-03
+  validation: 2025-04-08
   posted: 2023-09-19
 ---
+
 <ClickableBanner
   productLogo="generic"
   title="Deploy and scale your applications with Kubernetes and Load Balancers on Scaleway."
   url="https://account.scaleway.com/register"
   label="Create your account"
 />
+
 This tutorial accompanies the third [video demonstration](https://www.youtube.com/watch?v=W3gPUQ_ELEo) in our series to help users get started with Kubernetes. We walk you through Kubernetes fundamentals for beginners. In this installment, we show you how to create a Load Balancer for your [Scaleway Kubernetes Kapsule](https://www.scaleway.com/en/kubernetes-kapsule/).
 
 First, we address the question of why we need a Load Balancer for our cluster, comparing it with the NodePort service we used in the previous tutorial. We then explain how to create a Load Balancer, check it out in the Scaleway console, and finally test that we can access our cluster's deployed application at the Load Balancer's IP address.
diff --git a/tutorials/glpi/index.mdx b/tutorials/glpi/index.mdx
index 0fc0873fba..d0e14ae016 100644
--- a/tutorials/glpi/index.mdx
+++ b/tutorials/glpi/index.mdx
@@ -10,7 +10,7 @@ categories:
   - instances
 hero: assets/scaleway_glpi.webp
 dates:
-  validation: 2024-10-03
+  validation: 2025-04-08
   posted: 2020-08-13
 ---
 
@@ -74,8 +74,8 @@ In this tutorial, we use a Scaleway Database for MySQL. To create the database,
     Check the most recent version of GLPI [here](https://glpi-project.org/downloads/) and replace it in the commands accordingly. In this tutorial, we are using version `10.0.9`
 
     ```
-    wget https://github.com/glpi-project/glpi/releases/download/10.0.9/glpi-10.0.9.tgz
-    tar -xvf glpi-10.0.9.tgz
+    wget https://github.com/glpi-project/glpi/releases/download/10.0.18/glpi-10.0.18.tgz
+    tar -xvf glpi-10.0.18.tgz
     ```
 
 2. Move `glpi` to the `/var/www/glpi` directory.
diff --git a/tutorials/gpu-super-resolution/index.mdx b/tutorials/gpu-super-resolution/index.mdx
index 97e6a4b6a1..639778adac 100644
--- a/tutorials/gpu-super-resolution/index.mdx
+++ b/tutorials/gpu-super-resolution/index.mdx
@@ -9,7 +9,7 @@ categories:
   - gpu-instances
 tags: Scaleway-GPU AI inference Super-Resolution
 dates:
-  validation: 2024-10-03
+  validation: 2025-04-08
   posted: 2020-09-24
 ---
 
diff --git a/tutorials/host-github-runner/index.mdx b/tutorials/host-github-runner/index.mdx
index 0f1e0034bd..7108a8a7ea 100644
--- a/tutorials/host-github-runner/index.mdx
+++ b/tutorials/host-github-runner/index.mdx
@@ -9,7 +9,7 @@ tags: Github-runner github
 categories:
   - instances
 dates:
-  validation: 2024-10-03
+  validation: 2025-04-08
   posted: 2018-04-06
 ---
 
@@ -60,9 +60,9 @@ In this guide, you will learn how to configure a GitHub Actions runner on a Scal
     # Create a folder
     mkdir actions-runner && cd actions-runner
     # Download the latest runner package
-    curl -O -L https://github.com/actions/runner/releases/download/v2.315.0/actions-runner-linux-x64-2.319.0.tar.gz
+    curl -O -L https://github.com/actions/runner/releases/download/v2.315.0/actions-runner-linux-x64-2.323.0.tar.gz
     # Extract the installer
-    tar xzf ./actions-runner-linux-x64-2.319.0.tar.gz
+    tar xzf ./actions-runner-linux-x64-2.323.0.tar.gz
     ```
     <Message type="tip">
       You may check the GitHub runner repository for the [latest release of the runner](https://github.com/actions/runner/releases/latest).
diff --git a/tutorials/install-cassandra/index.mdx b/tutorials/install-cassandra/index.mdx
index d4a9cf2788..44888d879a 100644
--- a/tutorials/install-cassandra/index.mdx
+++ b/tutorials/install-cassandra/index.mdx
@@ -9,7 +9,7 @@ categories:
   - instances
 tags: database nosql Cassandra-cluster Ubuntu Bionic-Beaver
 dates:
-  validation: 2024-10-03
+  validation: 2025-04-08
   posted: 2018-10-20
 ---
 
@@ -29,11 +29,11 @@ dates:
 1. Connect to your instance via SSH or by using PuTTY.
 2. Add the Apache Cassandra repository:
     ```
-    echo "deb http://www.apache.org/dist/cassandra/debian 41x main" |  tee /etc/apt/sources.list.d/cassandra.list
+    echo "deb http://www.apache.org/dist/cassandra/debian 50x main" |  tee /etc/apt/sources.list.d/cassandra.list
     ```
 3. Add the required PGP keys to use the repositories:
     ```
-    curl https://downloads.apache.org/cassandra/KEYS | sudo apt-key add -
+    curl -o /etc/apt/keyrings/apache-cassandra.asc https://downloads.apache.org/cassandra/KEYS
     ```
 4. Reload the APT configuration and update the software already installed on your Instance:
     ```
diff --git a/tutorials/install-configure-couchdb/index.mdx b/tutorials/install-configure-couchdb/index.mdx
index 29bfd94825..030ebc67fe 100644
--- a/tutorials/install-configure-couchdb/index.mdx
+++ b/tutorials/install-configure-couchdb/index.mdx
@@ -9,7 +9,7 @@ tags: database CouchDB nosql
 categories:
   - instances
 dates:
-  validation: 2024-10-03
+  validation: 2025-04-08
   posted: 2018-07-25
 ---
 
diff --git a/tutorials/install-docker-ubuntu-bionic/index.mdx b/tutorials/install-docker-ubuntu-bionic/index.mdx
index 56a117309f..0b8939c801 100644
--- a/tutorials/install-docker-ubuntu-bionic/index.mdx
+++ b/tutorials/install-docker-ubuntu-bionic/index.mdx
@@ -10,7 +10,7 @@ categories:
   - instances
   - container-registry
 dates:
-  validation: 2024-10-03
+  validation: 2025-04-08
   posted: 2018-07-11
 ---
 
diff --git a/tutorials/odoo-easy-deploy/index.mdx b/tutorials/odoo-easy-deploy/index.mdx
index 0cba310556..420515e14f 100644
--- a/tutorials/odoo-easy-deploy/index.mdx
+++ b/tutorials/odoo-easy-deploy/index.mdx
@@ -8,7 +8,7 @@ content:
 tags: kubernetes Odoo easy-deploy docker
 hero: assets/scaleway_odoo_easydeploy.webp
 dates:
-  validation: 2024-10-03
+  validation: 2025-04-08
   posted: 2020-12-01
 categories:
   - instances
diff --git a/tutorials/postgis-managed-databases/index.mdx b/tutorials/postgis-managed-databases/index.mdx
index 1aac24af3a..31ca3406cb 100644
--- a/tutorials/postgis-managed-databases/index.mdx
+++ b/tutorials/postgis-managed-databases/index.mdx
@@ -1,15 +1,15 @@
 ---
 meta:
   title: Using the PostGIS extension on a Database for PostgreSQL
-  description: This page shows how to enable and use the PostGIS extension on a Database for PostgreSQL 
+  description: This page shows how to enable and use the PostGIS extension on a Database for PostgreSQL.
 content:
   h1: Using the PostGIS extension on a Database for PostgreSQL
-  paragraph: This page shows how to enable and use the PostGIS extension on a Database for PostgreSQL 
+  paragraph: This page shows how to enable and use the PostGIS extension on a Database for PostgreSQL.
 tags: PostGIS postgresql postgre database rdb
 categories:
   - postgresql-and-mysql
 dates:
-  validation: 2024-10-03
+  validation: 2025-04-08
   posted: 2019-12-31
 ---
 
diff --git a/tutorials/postman-api/index.mdx b/tutorials/postman-api/index.mdx
index c723ddea9a..ed83c621bb 100644
--- a/tutorials/postman-api/index.mdx
+++ b/tutorials/postman-api/index.mdx
@@ -10,7 +10,7 @@ categories:
   - instances
   - iot-hub
 dates:
-  validation: 2024-10-03
+  validation: 2025-04-08
   posted: 2022-03-24
 ---
 
diff --git a/tutorials/protect-server-fail2ban/index.mdx b/tutorials/protect-server-fail2ban/index.mdx
index aeace30966..6f0def8cc6 100644
--- a/tutorials/protect-server-fail2ban/index.mdx
+++ b/tutorials/protect-server-fail2ban/index.mdx
@@ -9,7 +9,7 @@ tags: security Fail2Ban brute-force
 categories:
   - instances
 dates:
-  validation: 2024-10-03
+  validation: 2025-04-08
   posted: 2018-08-22
 ---
 
diff --git a/tutorials/protect-server-using-crowdsec/index.mdx b/tutorials/protect-server-using-crowdsec/index.mdx
index 15f7820821..18320182ff 100644
--- a/tutorials/protect-server-using-crowdsec/index.mdx
+++ b/tutorials/protect-server-using-crowdsec/index.mdx
@@ -9,7 +9,7 @@ tags: dedibox security CrowdSec SSH iptables
 categories:
   - dedibox
 dates:
-  validation: 2024-10-03
+  validation: 2025-04-08
   posted: 2021-10-11
 ---
 
diff --git a/tutorials/set-up-yunohost-debian/index.mdx b/tutorials/set-up-yunohost-debian/index.mdx
index 0ea5ac3dee..cf27ba5a52 100644
--- a/tutorials/set-up-yunohost-debian/index.mdx
+++ b/tutorials/set-up-yunohost-debian/index.mdx
@@ -1,15 +1,15 @@
 ---
 meta:
-  title: Setting up Yunohost on Debian 11
+  title: Setting up Yunohost on Debian 12
   description: This page shows you how to set up your own server with Yunohost
 content:
-  h1: Setting up Yunohost on Debian 11
+  h1: Setting up Yunohost on Debian 12
   paragraph: This page shows you how to set up your own server with Yunohost
 categories:
   - instances
 tags: hosting Yunohost Debian
 dates:
-  validation: 2024-10-03
+  validation: 2025-04-08
   posted: 2019-02-27
 ---
 
@@ -20,7 +20,7 @@ Yunohost is an open-source solution designed for the administration of a persona
 - A Scaleway account logged into the [console](https://console.scaleway.com)
 - [Owner](/iam/concepts/#owner) status or [IAM permissions](/iam/concepts/#permission) allowing you to perform actions in the intended Organization
 - An [SSH key](/organizations-and-projects/how-to/create-ssh-key/)
-- An [Instance](/instances/how-to/create-an-instance/) running on Debian 11 (Bullseye)
+- An [Instance](/instances/how-to/create-an-instance/) running on Debian 12 (Bookworm)
 - A domain name pointed to your Instance
 
 ## Installing Yunohost
diff --git a/tutorials/setting-up-tunnel/index.mdx b/tutorials/setting-up-tunnel/index.mdx
index 3cf4f0c746..d9ca47d103 100644
--- a/tutorials/setting-up-tunnel/index.mdx
+++ b/tutorials/setting-up-tunnel/index.mdx
@@ -10,7 +10,7 @@ categories:
   - instances
 tags: Dedibox GRE-tunnel gre
 dates:
-  validation: 2024-10-03
+  validation: 2025-04-08
   posted: 2019-08-22
 ---
 
diff --git a/tutorials/setup-mysql/index.mdx b/tutorials/setup-mysql/index.mdx
index 04c4dbeadf..3156714b18 100644
--- a/tutorials/setup-mysql/index.mdx
+++ b/tutorials/setup-mysql/index.mdx
@@ -9,7 +9,7 @@ tags: networking database sql MySQL MariaDB
 categories:
   - instances
 dates:
-  validation: 2024-10-03
+  validation: 2025-04-08
   posted: 2020-06-22
 ---