Infrastructure as Code (IaC)

Rollback-ready Azure changes: a simple validation and backout checklist

Decide what success, failure, and recovery look like before you make the change.

Azure Policy Exemptions at Scale

Naming, expiration, and audit trail patterns for operators who need exceptions without creating permanent blind spots

From ClickOps to GitOps: How I Migrated 250+ Azure Policies to Traceable CI/CD in a Day