During February 2025, Marco Zottola authored a comprehensive Karpenter Migration Guide for the Qovery/documentation repository, supporting users transitioning from AWS Auto Scaling to AWS Karpenter. He leveraged his expertise in AWS, Kubernetes, and cloud infrastructure to detail IAM permissions, Instance Metadata Service versioning, VPC subnet configurations, and daemonset definitions. The documentation, written in Markdown, provided step-by-step guidance for enabling Karpenter and redeploying environments, minimizing downtime and migration complexity. Marco’s work addressed both security and operational considerations, offering clear, actionable instructions that advanced platform modernization and scalability. The depth of technical detail demonstrated a strong understanding of cloud migration challenges.