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Application Programming Interface Design and Strategy Questions

Covers the design, developer experience, and strategic operating decisions for Application Programming Interfaces and developer platforms. Candidates should demonstrate core design principles such as simplicity, consistency, discoverability, clear naming and conventions, intuitive resource modeling, robust error handling, stability, backward compatibility, and explicit versioning strategies. They should understand trade offs among interface paradigms including Representational State Transfer style APIs, Graph Query Language approaches, and remote procedure call frameworks such as gRPC, and how those choices affect discoverability, latency, schema evolution, client ergonomics, testing, and mocking. The topic also includes the developer facing surface area beyond the interface itself: documentation, quickstart guides, sample code, software development kits, command line tools, interactive explorers, sandbox environments, and other onboarding artifacts that reduce friction. Candidates should be able to identify common friction points such as unclear documentation, complex setup and authentication flows, unhelpful error messages, inconsistent or surprising behaviors, slow feedback loops, and endpoints that are hard to mock or test, and propose concrete engineering and process solutions. Measurement and optimization expectations include onboarding and adoption metrics such as time to first successful call, time to first meaningful result, onboarding success rates, developer satisfaction and sentiment, adoption and churn, support and integration costs, error rates and latency, and how to instrument and monitor the developer journey. Engineering practices to discuss include stable contract design, semantic versioning and compatibility guarantees, schema and contract testing, clear deprecation policies, monitoring and observability for developer journeys, automated client generation and migration tooling, authentication and rate limiting strategies, webhook and event mechanisms, and monetization or partnership models for platform growth. Senior candidates should connect technical and experience decisions to product and business outcomes, explaining how design choices drive adoption, reduce support load, enable ecosystem growth, and preserve long term platform velocity, and should provide concrete examples of improvements implemented or proposed and how their impact was measured.

EasyTechnical
48 practiced
Explain Cross-Origin Resource Sharing (CORS), preflight requests, same-site cookie semantics, and the implications for browser-based clients calling your API from single-page applications. Provide guidance on safe default CORS policies and how to design docs and SDKs to minimize CORS-related friction.
EasyTechnical
59 practiced
Design a standardized error response model for public APIs. Include HTTP status code conventions, a JSON error envelope (fields such as code, message, details, retryable, correlation_id), localization, and guidance for transient vs permanent errors. Explain how this standard helps developer experience, automation, and support triage.
MediumTechnical
48 practiced
Design a process and architecture to produce idiomatic SDKs in at least Java, Python, JavaScript, and Go from API contracts. Include source of truth (OpenAPI/Protobuf), code generation tooling, hand-crafted adapters, SDK lifecycle (release cadence, semantic versioning), distribution, sample quickstarts, and how you keep APIs consistent across languages.
MediumTechnical
61 practiced
Compare pagination strategies (offset/limit, cursor/keyset pagination, seek-style, and opaque next-token) and recommend the best approach for listing a high-cardinality dataset where consistent ordering and efficient deep pagination are required. Discuss API contract shape, security of tokens, sortable keys, and handling of deletes/updates while paginating.
MediumTechnical
60 practiced
You're building a public API for handling user-generated content; list and prioritize security controls (input validation, content scanning, rate limits, WAF, authentication/authorization, parameterized DB queries, secrets rotation, logging and PII redaction). Explain which controls are enforced at the API layer vs downstream services and how you would measure their effectiveness.

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