Change Management

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

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
Implementing AgenticOps Safely: Human Approval, Audit Trails, and Rollback

Agentic network operations need guardrails: approved action classes, human review, role limits, dry runs, rollback plans, and audit trails before any production change.

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