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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
Your microservices architecture is experiencing cascading failures during traffic spikes. Draft a plan to diagnose root causes (monitoring, tracing, synthetic tests) and propose architectural mitigations including circuit breakers, bulkheads, rate limiting, backpressure, resource isolation, and observability changes to prevent recurrence.
HardTechnical
0 practiced
Compare event sourcing and traditional CRUD for an order management system. Analyze the implications for read/write models, replays, storage costs, debugging complexity, auditability, and outline a migration path from a CRUD monolith to an event-sourced microservice design.
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
Provide a detailed step-by-step plan using the strangler pattern to extract the payment processing component from a monolith, focusing on database decoupling. Include dual writes, CDC-based sync, backfills, reconciliation, anti-entropy approaches, and how to safely switch reads to the new service.
MediumSystem Design
0 practiced
You must migrate a monolithic ecommerce checkout to a microservice using incremental extraction and the strangler pattern. The checkout must remain available, order processing must be correct, and you must minimize customer-visible regressions. Sketch a migration plan that covers API gateway routing, dual writes, data sync, idempotency, canarying, and cutover criteria.

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