Content by valini sunthwal (2)

Valini Sunthwal describes a practical pattern for running multi-subscription Azure AI infrastructure with drift detection and “self-healing” using Terraform, multi-repo boundaries, and a daily reconciliation pipeline that cross-checks deployment metadata against Terraform state and a central registry.

Valini Sunthwal describes a multi-repo Azure platform that uses Terraform, versioned releases, and daily reconciliation to detect and recover from infrastructure drift across many subscriptions. The post breaks down repo boundaries, pipeline design, drift detection tiers, and security practices like OIDC, Key Vault, and private endpoints.