Embodiments of the present invention provide an approach for dynamically harmonizing a management configuration of a cloud environment in a cloud environment based on policy or best practices updates. Specially, the system and method provide for an automatically evolving Infrastructure as Code (IaC) based on policy, best practices changes, and a recommendation service to assist in updating IaC configuration code in order to prevent a potential service request failure.