Data Migration And Platform Cutover

Overview

Use this skill when the system is changing platforms or major architectural boundaries. It helps agents plan parallel runs, compatibility layers, validation, and safe cutover rather than treating migration as a one-day switch.

When to Use

• migrating from one warehouse or lakehouse to another
• moving pipelines between orchestration or compute systems
• replatforming storage formats or table engines
• performing major serving-layer cutovers

Do not start cutover work without a rollback and validation path.

Workflow