Platform and release engineering teams need to design a deployment strategy — blue/green, canary, feature-flagged rollout, or shadow traffic — matched to the risk profile and traffic characteristics of a specific service, along with automated deployment gate logic that halts a release if key metrics degrade. One-size-fits-all deployment strategies cause unnecessary risk or operational overhead.