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This one took me a minute to get traction on.
Start by clarifying the business requirement and identifying the core domain concepts using domain-driven design. Then walk through how you would assign responsibilities to objects, separate orchestration from business rules, and ensure testability and extensibility through patterns like dependency injection and hexagonal architecture.
Pro tip: Emphasize that you begin with the domain model and ubiquitous language, not the technical layers. Show how you would validate the design with unit tests and refactor as needed, demonstrating a test-driven and iterative approach.
Collaborate with domain experts to define the ubiquitous language and identify key business concepts, invariants, and workflows.
Extract entities, value objects, and aggregates that encapsulate business rules and state, ensuring high cohesion and low coupling.
Apply principles like SOLID and GRASP to assign behavior to the right objects, keeping business logic within the domain model.
Use application services or use case classes to coordinate workflows, while domain objects handle the core logic, often via dependency inversion.
Design with interfaces, dependency injection, and patterns like strategy or factory to allow easy testing and future extension without modifying existing code.
AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.
Structure your answer around a phased, backward-compatible rollout: first assess impact and design the new API, then implement with versioning and feature flags, test thoroughly, deploy gradually with monitoring, and communicate clearly with clients. Emphasize minimizing disruption and having a rollback plan.
Pro tip: Proactively mention that you'd deprecate the old version only after confirming zero usage via telemetry, and offer migration support like SDK updates and documentation to reduce client friction.
Identify all clients and usage patterns, then design the new API with backward compatibility in mind, deciding on additive vs. breaking changes.
Introduce the new version alongside the old (e.g., /v2), use feature flags to control exposure, and maintain the old version during transition.
Write contract tests, integration tests, and backward-compatibility tests; use canary testing with a subset of clients to validate behavior.
Deploy incrementally (e.g., 1% → 10% → 100%), monitor key metrics (error rates, latency, usage), and be ready to roll back.
Notify clients early via changelogs, emails, and docs; provide migration guides and support; deprecate old version only after zero usage.
AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.