From ClickOps to Terraform: what we measured

Problem

Manual cloud changes (ClickOps) caused drift, weak audit trails, and hard-to-reproduce incident fixes.

Solution

We moved core AWS resources to Terraform modules, standardized environments, and enforced PR-based infra changes.

Impact

MTTR dropped, rollbacks became predictable, and infra changes became reviewable and repeatable.