Digital Twin

AI
From Digital Twin to Change Window: A Safe Network CI/CD Workflow

A network CI/CD workflow showing how to move from intent and digital twin validation to reviewed change windows, rollback, and post-change evidence.

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AI
Building a Network Digital Twin Workflow

A network digital twin is useful when it models topology, intent, policy, dependencies, and change impact. Here is a practical workflow for using it safely.

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