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.