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Api Design and Versioning Questions

Design and evolve application programming interfaces so they meet functional requirements while minimizing disruption to clients and services. Core skills include designing resource oriented endpoints, choosing and implementing versioning strategies, and preserving backward compatibility. Candidates should understand versioning approaches such as embedding a version in the endpoint path, using request headers to select versions, and designing non breaking changes so explicit version bumps are avoided. Important topics include idempotency, pagination, filtering, sorting, error response design, status semantics, rate limiting, authentication and authorization, and considerations for low bandwidth or mobile clients. At senior levels discuss operational and lifecycle concerns: deprecation policies and timelines, migration plans, compatibility testing, handling multiple client versions simultaneously in production, rolling deployments and coexistence strategies, contract testing, and alternatives such as remote procedure call frameworks. Expect trade off discussions around developer experience, client upgrade friction, monitoring and instrumentation for versioned traffic, and communication strategies with downstream consumers.

EasyTechnical
70 practiced
Design two pagination strategies for a 'List transactions' endpoint: offset-based and cursor-based. For each strategy provide: query parameters, sample request and JSON response (include 'items' and next page indicators), and discuss trade-offs regarding consistency, performance, and developer ergonomics. Provide a concise OpenAPI-style snippet for the cursor-based response including a 'nextCursor'.
HardTechnical
67 practiced
Define SLIs, SLOs, and an alerting strategy for API version rollouts. Provide concrete SLI examples (p95 latency, p99 error rate, 5xx rate), explain burn-rate based alerts, short/long window thresholds, and how to trigger automated remediation (pause or rollback). Discuss how to avoid noisy alerts during low-sample canary runs.
MediumTechnical
67 practiced
Describe how you would run a customer migration program to move clients from API v1 to v2 with minimal friction. Include stakeholder communication (timelines, deprecation notices), migration tooling (compatibility adapters, SDKs), testing and validation (contract tests), support resources, and metrics to track adoption and success.
MediumTechnical
78 practiced
A major client depends on auto-generated SDKs produced from your OpenAPI specs. You're introducing a backward-compatible optional response field and a small non-breaking endpoint change. Describe the process to update and publish SDKs across multiple languages, choose semantic version bumps, run compatibility tests, and communicate the update to clients with minimal disruption.
MediumTechnical
64 practiced
Compare rate-limiting algorithms: fixed-window, sliding-window, token-bucket, and leaky-bucket. Explain how each behaves under bursty traffic, accuracy in distributed deployments, implementation complexity, and which use cases each suits best (e.g., per-user bursts vs steady throughput caps).

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