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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.

HardSystem Design
0 practiced
Evaluate gRPC streaming as the mechanism for a real-time notification API consumed by mobile and server clients. Discuss wire compatibility, client ergonomics across languages, code generation concerns, firewall/NAT traversal and proxies, load balancing long-lived connections, scaling to millions of clients, fallback strategies, and offline/queued delivery guarantees.
HardTechnical
0 practiced
Describe how to implement semantic versioning and enforce compatibility guarantees across a microservices ecosystem where each service exposes HTTP/JSON APIs. Explain what qualifies as major/minor/patch changes, how to prevent accidental breaking changes, how to communicate guarantees to teams, and how to enforce compatibility checks in CI/CD.
EasyTechnical
0 practiced
What is an OpenAPI (Swagger) specification and what role does it play in an API-first workflow? Describe the benefits of a contract-first approach versus code-first, and list three practical ways teams use OpenAPI during the development lifecycle (for example: SDK generation, mock servers, and contract validation).
MediumTechnical
0 practiced
Describe how to version and evolve gRPC APIs defined with protocol buffers to maintain backward and forward compatibility across multiple client languages. Give examples of safe changes, breaking changes, how to use reserved field numbers/names, and how to handle enum evolution and oneofs safely.
MediumTechnical
0 practiced
Design an API caching strategy for read-heavy endpoints such as a product catalog. Discuss client-side caching (Cache-Control), CDN edge caching, origin caching, conditional requests with ETag/If-None-Match, and cache invalidation strategies when products are updated (event-driven invalidation, TTLs, and stale-while-revalidate).

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