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Designing Closed-Loop Automation Systems for Network Operations

7 chapters · 34 lessons

1. 1. Anatomy of a Closed-Loop Automation System

   5 lessons

   Map the six stages of a production automation loop and understand where risk concentrates.

2. 2. Risk-Based Approval and Human-in-the-Loop Design

   5 lessons

   Build approval workflows that balance automation speed with operational safety.

3. 3. Execution, Rollback, and Audit Mechanisms

   5 lessons

   Implement action stages that create accountability and enable safe recovery.

4. 4. Policy Constraints and Guardrails

   4 lessons

   Define boundaries that prevent automation from exceeding safe operating limits.

5. 5. Observability and Feedback Loops

   5 lessons

   Instrument automation systems to detect drift, measure impact, and improve over time.

6. 6. Applying Automation to Network Operations Use Cases

   5 lessons

   Design automation loops for incident response, capacity management, and configuration compliance.

7. 7. When and How to Add AI Agents to the Loop

   5 lessons

   Evaluate where AI improves diagnosis and planning without introducing uncontrolled risk.