Problem
Module inconsistency and ad-hoc manual changes created recurring drift. Planned releases were delayed due to uncertainty around impact.
Approach
- Mapped module ownership and reusable boundaries.
- Segmented state and reduced cross-environment coupling.
- Introduced plan review checkpoints into CI.
- Documented standardized apply workflow.
Outcome
Infrastructure changes became more predictable and drift-related incidents decreased. Team improved change confidence and release throughput.