Engineer Builds AI-Driven Google Workspace Migration Tool with Zero-Persistence Security

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A GCP Workspace engineer has developed a Python-based orchestration engine to automate secure tenant-to-tenant Google Workspace migrations, replacing error-prone PowerShell scripts. The system uses a Zero-Persistence architecture in which service account credentials are loaded into RAM and immediately deleted from disk before any external connection is made. A multi-agent AI workflow powered by two Gemini models handles planning and execution tasks respectively. The tool integrates with the Google Admin SDK API, leaving no credential traces on storage after the migration process completes. The approach aims to reduce manual intervention and improve security during complex domain swap or cutover operations.

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