Developed and released a comprehensive Karpenter Migration Guide within the Qovery/documentation repository, supporting users transitioning from AWS Auto Scaling to AWS Karpenter. The work focused on cloud infrastructure and Kubernetes, providing detailed documentation in Markdown that outlined IAM permissions with least-privilege access, Instance Metadata Service version requirements, VPC subnet configurations, and daemonset definitions. The guide included step-by-step instructions for enabling Karpenter and redeploying environments, aiming to minimize downtime and streamline the migration process. This contribution advanced platform modernization efforts by clarifying technical prerequisites and operational steps, ultimately reducing friction for teams adopting Karpenter on AWS.