Cloud migration signifies a fundamental shift in how applications and infrastructure are built, delivered, and operated, necessitating a change in infrastructure monitoring approaches. Traditional methods focused on metrics and alerts are insufficient for dynamic, hybrid, multi-cloud environments. Instead, tools like Dynatrace emphasize automation, ease of deployment, and providing actionable insights rather than raw data. Dynatrace's platform uses a single agent to offer full-stack or infrastructure-specific monitoring, with its AI engine, Davis, delivering precise problem identification and context-rich analysis, bypassing mere correlation to determine causation. This approach integrates seamlessly into enterprise ecosystems, supporting automation and facilitating a transition towards NoOps and self-driving IT environments.