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Abhay Singh Kathayat
Abhay Singh Kathayat

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GraphQL Deep Dive: 100 Questions for 5+ Years Experienced Developers

GraphQL Core Concepts

  1. What is GraphQL, and how does it differ from REST?
  2. Explain the GraphQL request and response structure.
  3. What are the key components of a GraphQL schema?
  4. How do you define queries, mutations, and subscriptions in GraphQL?
  5. What is the purpose of GraphQL resolvers?
  6. How does GraphQL handle data fetching compared to REST?
  7. Explain the N+1 problem in GraphQL and how to address it.
  8. What are fragments, and when would you use them?
  9. What is the purpose of GraphQL directives, and how do you create custom ones?
  10. How does GraphQL handle introspection, and what are its advantages and risks?

GraphQL Schema Design

  1. What are scalar types, and how do you define custom scalars in GraphQL?
  2. How do you design a schema for a relational database in GraphQL?
  3. What is a union type, and how does it differ from an interface?
  4. How do you handle versioning in GraphQL APIs?
  5. How do you deal with circular references in GraphQL schemas?
  6. What is schema stitching, and how does it compare to schema federation?
  7. Explain the difference between input types and output types in GraphQL.
  8. How do you enforce field-level authorization in a GraphQL schema?
  9. What are enum types, and how are they useful in GraphQL?
  10. How do you document a GraphQL schema?

Apollo Server

  1. What is Apollo Server, and how does it simplify GraphQL API development?
  2. How do you configure an Apollo Server with type definitions and resolvers?
  3. How does Apollo Server handle context for passing data across resolvers?
  4. Explain the purpose of Apollo Data Sources.
  5. How do you enable caching in Apollo Server?
  6. How do you handle error reporting in Apollo Server?
  7. What are Apollo Plugins, and how can they extend functionality?
  8. How do you integrate subscriptions in Apollo Server for real-time data?
  9. How does Apollo Server handle file uploads in GraphQL?
  10. How do you optimize Apollo Server for production environments?

Prisma Integration

  1. What is Prisma, and how does it simplify database access in GraphQL APIs?
  2. How do you connect Prisma with Apollo Server?
  3. Explain the purpose of Prisma schema and how it relates to GraphQL schema.
  4. How do you handle database migrations with Prisma?
  5. How does Prisma optimize query performance in GraphQL resolvers?
  6. What is the purpose of Prisma’s Data Proxy?
  7. How do you implement batching with Prisma in GraphQL?
  8. How do you use Prisma for soft deletes in GraphQL APIs?
  9. How do you secure a Prisma-based GraphQL API?
  10. What are the differences between Prisma’s query engine and traditional ORMs?

Performance Optimization

  1. How do you reduce query complexity in GraphQL?
  2. What is query batching, and how does it improve performance?
  3. How do you implement lazy loading in GraphQL resolvers?
  4. What are DataLoaders, and how do they resolve the N+1 problem?
  5. How do you monitor GraphQL performance in production?
  6. Explain the role of caching in GraphQL APIs.
  7. How do you optimize database queries in GraphQL with Prisma?
  8. What tools do you use for query profiling in GraphQL?
  9. How do you implement rate limiting in GraphQL APIs?
  10. How do you handle pagination efficiently in GraphQL?

Security in GraphQL

  1. How do you secure GraphQL APIs against malicious queries?
  2. What is query depth limiting, and how does it protect GraphQL APIs?
  3. How do you handle authentication and authorization in GraphQL?
  4. What is the role of JSON Web Tokens (JWT) in securing GraphQL APIs?
  5. How do you sanitize user inputs in GraphQL to prevent injection attacks?
  6. How do you implement field-level access control in GraphQL?
  7. What are best practices for securing subscriptions in GraphQL?
  8. How do you protect GraphQL APIs from introspection abuse?
  9. What tools do you use for security testing in GraphQL?
  10. How do you handle sensitive data exposure in GraphQL schemas?

Advanced GraphQL Concepts

  1. What is schema delegation, and when would you use it?
  2. How do you merge multiple GraphQL schemas?
  3. What are defer directives, and how do they improve user experience?
  4. Explain the purpose of GraphQL Live Queries.
  5. How do you design real-time collaboration features in GraphQL?
  6. How do you use stateful subscriptions in GraphQL?
  7. What are Apollo Federation and Gateway, and how do they facilitate microservices?
  8. How do you handle nested resolvers in GraphQL?
  9. What is GraphQL Mesh, and how does it unify APIs?
  10. How do you design multi-tenancy in GraphQL?

Testing GraphQL APIs

  1. How do you write unit tests for GraphQL resolvers?
  2. What tools are used for integration testing in GraphQL?
  3. How do you use mocking in Apollo Server for testing?
  4. Explain the purpose of schema validation in testing.
  5. How do you test GraphQL APIs for performance bottlenecks?
  6. What tools do you use to test GraphQL queries in the client?
  7. How do you handle snapshot testing in GraphQL?
  8. How do you test GraphQL subscriptions?
  9. What are best practices for error handling in GraphQL testing?
  10. How do you simulate complex query scenarios in testing?

Real-World Applications

  1. How do you design a GraphQL API for e-commerce platforms?
  2. How do you integrate GraphQL with React and Apollo Client?
  3. What are the challenges of implementing real-time chat with GraphQL?
  4. How do you optimize GraphQL APIs for mobile applications?
  5. What are the best practices for designing GraphQL APIs for analytics?
  6. How do you implement file management in GraphQL APIs?
  7. How do you design GraphQL APIs for IoT devices?
  8. What are best practices for handling large datasets in GraphQL?
  9. How do you integrate GraphQL APIs with serverless architectures?
  10. What tools do you use for managing GraphQL API documentation?

Future of GraphQL

  1. How do federated schemas shape the future of GraphQL?
  2. What are defer and stream directives, and how do they enhance GraphQL?
  3. How does GraphQL work with serverless functions?
  4. What is GraphQL over gRPC, and what are its benefits?
  5. How do you implement GraphQL as a backend-for-frontend (BFF)?
  6. How do you integrate GraphQL with DevOps pipelines?
  7. What are GraphQL Observability tools, and why are they important?
  8. How do you use AI/ML in GraphQL APIs?
  9. How does edge computing impact GraphQL APIs?
  10. What is the future of schema-less GraphQL?

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