Security Architecture Evolution Questions

Assess the candidate ability to design architectures that evolve over time as organizational needs, technology choices and threat models change. Areas to cover include modular and incremental architectures, migration and rollback strategies, handling legacy systems and technical debt, automation and infrastructure as code, governance, versioning and deprecation plans, and how telemetry and threat intelligence inform iterative updates. Expect concrete examples of trade offs and governance approaches that enabled safe evolution.