IntermediateBEHAVIORAL
Tell me about a time you disagreed with a design decision (API design, data model, or architecture) proposed by a teammate. How did you handle it and what was the outcome?
Backend Developer
General

Sample Answer

On a payments feature our architect wanted a monolithic sync call to 3rd-party gateways for simplicity. I pushed back because we expected 5× volume growth and sync calls risked outages. I organized a short design session, sketched an event-driven alternative with idempotent webhook processing and a Redis-backed job queue, and benchmarked both approaches with a 100k-transaction load test. The team adopted a hybrid: synchronous for low-value flows and async for high-volume paths. That reduced peak timeout incidents from 0.8% to 0.05% and improved throughput by 2.5×. I wrote the migration plan and collaborated with the gateway team to validate retries and idempotency.

Keywords

Specific disagreement (sync vs async) and growth rationaleCollaborative approach: design session, benchmarks, hybrid compromiseMeasured result: reduced timeouts and increased throughput
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