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Architecture Patterns and Tradeoffs Questions

Covers decision making between monolithic and microservice architectures and the broader architecture pattern trade offs that drive those choices. Candidates should explain when a monolith is appropriate versus when to adopt or migrate to microservices, describing technical and organizational criteria such as team size and structure, release cadence, performance and scaling requirements, and business domain boundaries. Expect discussion of trade offs including operational complexity, service independence, deployment velocity, testing and debugging difficulty, data consistency and transactions, latency, cost of infrastructure and monitoring, and security and governance. Evaluate knowledge of Conway law and how team boundaries shape architecture decisions. Be able to articulate migration strategies and concrete approaches such as the strangler pattern, bounded context decomposition, incremental service extraction, API versioning, database migration techniques, deployment and testing strategies to minimize disruption, rollout and rollback plans, and metrics for measuring migration success.

HardTechnical
0 practiced
For a payments platform processing millions of financial transactions, evaluate the trade-offs between strong consistency and eventual consistency. Propose an architecture that ensures correctness, auditability, and scalability; include approaches for handling disputes, duplicates, retries, and reconciliation.
HardTechnical
0 practiced
Design a governance model for an enterprise with hundreds of microservice teams. Describe standards, platform teams, onboarding flows, tech guardrails, API catalogs, service templates, and escalation paths that preserve developer autonomy while ensuring security and operational consistency.
EasyTechnical
0 practiced
Describe the strangler pattern for migrating functionality out of a monolith. Provide a concise high-level sequence of steps you would follow to apply this pattern to an order-processing feature, emphasizing how to route traffic, validate behavior, and avoid downtime during incremental extraction.
MediumTechnical
0 practiced
Explain contract-first API design and consumer-driven contract testing. Describe a practical workflow for a large organization where multiple teams depend on shared APIs, including tooling, CI integration, and how to prevent breaking changes from reaching production.
HardSystem Design
0 practiced
Design a cross-service order fulfillment workflow spanning inventory, payment, and shipping services. Choose between a saga choreography and an orchestrator-based approach, justify your choice, and show how compensating actions, idempotency, and observability will be implemented.

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