AI Personal Finance AI Advisor Developer
This developer builds intelligent, AI-powered systems that serve as personalized financial advisors, helping individuals with budg…
Skill Guide
The systematic process of architecting, defining, and implementing interfaces that enable software systems to communicate and exchange data, with REST using stateless, resource-oriented HTTP calls and GraphQL offering a flexible, client-driven query language.
Scenario
You need to create a backend API for a simple blog application where users can create, read, update, and delete posts and comments.
Scenario
Your existing REST API for an e-commerce platform needs a flexible data-fetching layer for the mobile frontend and must securely handle user sessions and orders.
Scenario
Your company is decomposing a monolith into microservices. You need to design a unified API gateway that handles routing, aggregation, rate limiting, and authentication for a complex set of backend services.
Postman is essential for manual testing and automation of REST APIs. OpenAPI is the industry standard for defining, documenting, and generating REST API contracts. GraphQL Playground is the interactive IDE for exploring and testing GraphQL schemas and queries.
Express and FastAPI are dominant frameworks for building performant REST APIs. Apollo Server is the leading library for building a GraphQL server. NestJS provides a structured, Angular-like architecture for building scalable server-side applications with built-in support for both REST and GraphQL.
Pact enables consumer-driven contract testing to ensure APIs meet client expectations without integration tests. Jest/Mocha are standard unit/integration testing frameworks. k6 is used for load testing and performance benchmarking API endpoints.
Answer Strategy
The interviewer is testing knowledge of API evolution and backward compatibility. Use the STAR method to structure your answer, focusing on practical implementation. 'I'd recommend URL path versioning (e.g., /v1/users) for its explicitness and cacheability, accepting the maintenance of multiple versions. For less breaking changes, header-based versioning (Accept header) can be cleaner but adds complexity. A key trade-off is simplicity for developers versus long-term maintenance burden.'
Answer Strategy
Tests system design thinking and ability to manage stakeholder expectations. The core competency is understanding performance implications and educating on best practices. 'My primary concern is the potential for expensive, deeply nested queries that could overload the database, especially for unauthenticated clients. I'd advise implementing persisted queries for production, setting query depth/cost limits, and using DataLoader to batch and cache database requests. We should collaborate to define a schema that balances flexibility with performance guardrails.'
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