Why it matters

Change management shapes reliability. Understanding shapes ops.

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The architecture

Change tickets per change.

Approval workflow.

Staged rollout.

Post-change verification + rollback.

LLM change management flowChange ticketrequest + rationaleApproval workflowreview + approveRollout + verifystaged + monitor + rollbackStandard ITIL / DevOps change practices; GitOps enforces via PRs
LLM change management.
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How it works end to end

ServiceNow + Jira + PagerDuty change modules.

GitOps enforces via PRs.

Change advisory board for risky changes.