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Backend API Design for Mobile Clients Questions

Designing backend application programming interfaces specifically for mobile clients, addressing mobile device constraints, network variability, and cross platform compatibility. Core concerns include bandwidth optimization techniques such as pagination, selective field queries, delta responses, efficient serialization formats, and compression; response shape and protocol trade offs including representational state transfer versus GraphQL; versioning and backward compatibility strategies for long lived mobile applications; error handling, retry semantics, and user friendly error surfaces appropriate for intermittent connectivity; rate limiting, throttling, and quota management; real time synchronization patterns including polling, web sockets, and server sent events; caching, offline support, data synchronization, conflict resolution, and optimistic updates; authentication and token refresh strategies, security and privacy considerations; and monitoring, telemetry, testing, and deployment practices that minimize breaking changes for mobile clients.

EasyTechnical
37 practiced
Describe common API rate-limiting algorithms mobile clients will encounter: fixed-window, sliding-window, and token-bucket (leaky bucket). For each algorithm, explain how a mobile client should adapt (backoff strategies) and what server-side headers (e.g., X-RateLimit-Remaining, Retry-After) are helpful to return so clients can avoid unnecessary retries.
HardSystem Design
78 practiced
Design a GraphQL schema evolution and versioning plan for mobile apps that may not update frequently. Cover safe schema changes (adding nullable fields, deprecation directives), persisted query versioning and mapping, schema facades/adaptor layers to support old clients, migration timelines, and tooling to detect deprecated field usage by clients.
MediumTechnical
37 practiced
Design a JSON API error schema for mobile APIs that includes: machine-readable code, human-friendly message, retryable boolean, HTTP status, optional 'retry_after' seconds, details array for field errors, and a localization key. Provide a short example payload and explain how a mobile client should interpret each field and decide whether to show the error or retry automatically.
MediumTechnical
44 practiced
Design server-side rate limiting to support per-user and per-device quotas for mobile apps, with burst capacity and plan-level differences. Explain enforcement points (API gateway, edge proxies, microservices), how to communicate limits to clients, data structures to store counters, and strategies to gracefully degrade features when limits are hit.
HardTechnical
54 practiced
Design server-side idempotency handling for a mobile payment API. Provide pseudocode or SQL-level approach for accepting an Idempotency-Key header, storing request state and response, returning cached response for duplicates, handling concurrent same-key requests (race conditions), expiry policy for idempotency entries, and pruning. Explain trade-offs of locking vs optimistic upsert and how to scale the idempotency store.

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