Interview Q&A

Master technical and career interviews with structured answers—short definition, real examples, pitfalls, and how to answer in 60–90 seconds.

4616 total questions 4516 technical 100 career & HR 4346 from PDF library

Showing 26–36 of 36

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Junior PDF
What is rate limiting, and why is it important for REST APIs?

Rate limiting restricts the number of API requests per user/IP in a given time. Prevents abuse (DDoS, brute force). Ensures fair usage and protects backend systems. Return 429 Too Many Requests with Retry-After header. �…

REST API Read answer
Junior PDF
What is the importance of API testing and tools like Postman or Swagger?

Ensures correctness, reliability, performance, and security of APIs. Postman → Manual and automated API testing, environment variables, collections. Swagger (OpenAPI) → Live documentation, mock servers, auto-generated cl…

REST API Read answer
Junior PDF
What is caching, and how can it be implemented in REST APIs?

Caching is storing frequently used data temporarily to reduce server load and improve response time. Implementation methods: HTTP caching headers (Cache-Control, ETag, Expires). Reverse proxies (Varnish, NGINX). In-memor…

REST API Read answer
Junior PDF
What is content negotiation in REST, and how does it work?

Content negotiation allows clients to specify desired response format. Uses HTTP headers: Accept: application/json → Request JSON. Accept: application/xml → Request XML. The server returns response in requested format (i…

REST API Read answer
Junior PDF
What is the role of a CDN (Content Delivery Network) in improving

PI performance? A CDN caches and delivers static or semi-static content from edge servers close to users. Reduces latency and improves response times. Helps with traffic offloading, reducing load on origin servers. Suppo…

REST API Read answer
Junior PDF
What is the role of a CDN (Content Delivery Network) in improving API performance?

A CDN caches and delivers static or semi-static content from edge servers close to users. Reduces latency and improves response times. Helps with traffic offloading, reducing load on origin servers. Supports DDoS protect…

REST API Read answer
Junior PDF
What is Swagger/OpenAPI, and why is it important for API design?

Swagger/OpenAPI is a specification for defining REST APIs. Provides machine-readable and human-readable documentation. Enables automatic client SDK generation, testing, and validation. Improves team collaboration and con…

REST API Read answer
Junior PDF
What is the purpose of an API spec file in API documentation?

Answer: Contains all endpoints, request/response formats, parameters, headers, and security details. Acts as a contract between client and server. Used for auto-generating documentation, client SDKs, and mock servers. Wh…

REST API Read answer
Junior PDF
What is RAML, and how does it differ from OpenAPI/Swagger?

RAML (RESTful API Modeling Language) → YAML-based specification for APIs. Focuses on design-first API approach. Differences with OpenAPI/Swagger: RAML is more design-oriented; Swagger is implementation-oriented. OpenAPI…

REST API Read answer
Junior PDF
What is Postman, and how can it be used for testing REST APIs?

Answer: Postman is a GUI tool for testing REST APIs. Features: Send HTTP requests (GET, POST, PUT, DELETE). Automate tests using Postman Collections. Generate documentation and mock servers. Supports environment variable…

REST API Read answer
Junior PDF
What is a standard approach for sending error responses in REST

Answer: PIs? Return a structured JSON response with: status → HTTP status code error → Short message details → Optional for debugging Example: { "status": 400, "error": "Bad Request", "details": "Email is required" } Wha…

REST API Read answer

ASP.NET Web API ASP.NET Core Web API Tutorial · REST API

  • Rate limiting restricts the number of API requests per user/IP in a given time.
  • Prevents abuse (DDoS, brute force).
  • Ensures fair usage and protects backend systems.
  • Return 429 Too Many Requests with Retry-After header.

👉 Example: 100 requests/minute per API key.

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ASP.NET Web API ASP.NET Core Web API Tutorial · REST API

  • Ensures correctness, reliability, performance, and security of APIs.
  • Postman → Manual and automated API testing, environment variables, collections.
  • Swagger (OpenAPI) → Live documentation, mock servers, auto-generated client

SDKs.

  • Automates QA process and reduces bugs in production.
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ASP.NET Web API ASP.NET Core Web API Tutorial · REST API

Caching is storing frequently used data temporarily to reduce server load and improve

response time.

Implementation methods:

  • HTTP caching headers (Cache-Control, ETag, Expires).
  • Reverse proxies (Varnish, NGINX).
  • In-memory stores (Redis, Memcached).
  • Client-side caching using 304 Not Modified.
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ASP.NET Web API ASP.NET Core Web API Tutorial · REST API

  • Content negotiation allows clients to specify desired response format.
  • Uses HTTP headers:
  • Accept: application/json → Request JSON.
  • Accept: application/xml → Request XML.
  • The server returns response in requested format (if supported).

👉 Example in ASP.NET Core: Add XML formatter with

services.AddControllers()

.AddXmlSerializerFormatters();

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ASP.NET Web API ASP.NET Core Web API Tutorial · REST API

PI performance?

  • A CDN caches and delivers static or semi-static content from edge servers close to

users.

  • Reduces latency and improves response times.
  • Helps with traffic offloading, reducing load on origin servers.
  • Supports DDoS protection and scaling under heavy loads.

👉 Example: Cloudflare, Akamai, AWS CloudFront.

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ASP.NET Web API ASP.NET Core Web API Tutorial · REST API

  • A CDN caches and delivers static or semi-static content from edge servers close to

users.

  • Reduces latency and improves response times.
  • Helps with traffic offloading, reducing load on origin servers.
  • Supports DDoS protection and scaling under heavy loads.

👉 Example: Cloudflare, Akamai, AWS CloudFront.

🔹 API Documentation & Tools – Interview Q&A

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ASP.NET Web API ASP.NET Core Web API Tutorial · REST API

  • Swagger/OpenAPI is a specification for defining REST APIs.
  • Provides machine-readable and human-readable documentation.
  • Enables automatic client SDK generation, testing, and validation.
  • Improves team collaboration and consistency in API design.
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ASP.NET Web API ASP.NET Core Web API Tutorial · REST API

Answer: Contains all endpoints, request/response formats, parameters, headers, and security details. Acts as a contract between client and server. Used for auto-generating documentation, client SDKs, and mock servers.

What interviewers expect

  • A clear definition tied to REST API in ASP.NET Web API projects
  • Trade-offs (performance, maintainability, security, cost)
  • When you would and would not use it in production

Real-world example

In a production ASP.NET Web API application, teams apply this when handling user-facing features or integration boundaries. For example, you might use it during a sprint where reliability and observability matter—logging metrics, validating edge cases, and documenting the decision in an ADR so future developers understand why the approach was chosen.

How to explain in the interview

  1. Define the concept in one or two sentences.
  2. Context — where it fits in ASP.NET Web API architecture.
  3. Example — a specific project, bug, or performance win.
  4. Trade-off — what you gain vs what you sacrifice.

Tip: Practice aloud on Toolliyo mock interview or the Interview Q&A section before your real interview.

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ASP.NET Web API ASP.NET Core Web API Tutorial · REST API

  • RAML (RESTful API Modeling Language) → YAML-based specification for APIs.
  • Focuses on design-first API approach.
  • Differences with OpenAPI/Swagger:
  • RAML is more design-oriented; Swagger is implementation-oriented.
  • OpenAPI has better tooling support and community adoption.
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ASP.NET Web API ASP.NET Core Web API Tutorial · REST API

Answer: Postman is a GUI tool for testing REST APIs. Features: Send HTTP requests (GET, POST, PUT, DELETE). Automate tests using Postman Collections. Generate documentation and mock servers. Supports environment variables and CI/CD integration.

What interviewers expect

  • A clear definition tied to REST API in ASP.NET Web API projects
  • Trade-offs (performance, maintainability, security, cost)
  • When you would and would not use it in production

Real-world example

In a production ASP.NET Web API application, teams apply this when handling user-facing features or integration boundaries. For example, you might use it during a sprint where reliability and observability matter—logging metrics, validating edge cases, and documenting the decision in an ADR so future developers understand why the approach was chosen.

How to explain in the interview

  1. Define the concept in one or two sentences.
  2. Context — where it fits in ASP.NET Web API architecture.
  3. Example — a specific project, bug, or performance win.
  4. Trade-off — what you gain vs what you sacrifice.

Tip: Practice aloud on Toolliyo mock interview or the Interview Q&A section before your real interview.

Permalink & share

ASP.NET Web API ASP.NET Core Web API Tutorial · REST API

Answer: PIs? Return a structured JSON response with: status → HTTP status code error → Short message details → Optional for debugging Example: { "status": 400, "error": "Bad Request", "details": "Email is required" }

What interviewers expect

  • A clear definition tied to REST API in ASP.NET Web API projects
  • Trade-offs (performance, maintainability, security, cost)
  • When you would and would not use it in production

Real-world example

In a production ASP.NET Web API application, teams apply this when handling user-facing features or integration boundaries. For example, you might use it during a sprint where reliability and observability matter—logging metrics, validating edge cases, and documenting the decision in an ADR so future developers understand why the approach was chosen.

How to explain in the interview

  1. Define the concept in one or two sentences.
  2. Context — where it fits in ASP.NET Web API architecture.
  3. Example — a specific project, bug, or performance win.
  4. Trade-off — what you gain vs what you sacrifice.

Tip: Practice aloud on Toolliyo mock interview or the Interview Q&A section before your real interview.

Permalink & share
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