GCP projects act as hard boundaries that can limit cloud cost optimization

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Engineers moving from AWS to Google Cloud often overlook that the GCP project is the fundamental billing and access boundary. Many resources, including Cloud SQL instances, GKE clusters, and persistent disks, are tied to their project and cannot simply be moved between projects. Restructuring therefore usually means recreating resources and migrating data, which is far more involved, so migration plans should be built around these immovable resources. Organization Policies in mature GCP setups can also restrict deployment regions, machine types, and enabled APIs, which may rule out the cheapest or recommended options. The author advises checking the active organizational constraints with the admin before planning, since these policies typically exist for security and compliance reasons.

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