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Mock Interview Questions for Full Stack Developers | SPOTO

Whether you're preparing for your first job interview or leveling up your career, having the right preparation makes all the difference. This comprehensive resource covers the most common and challenging Interview Questions and Answers across a wide range of roles and industries — from technical positions to managerial and entry-level jobs. Browse our curated lists of Frequently Asked Interview Questions, behavioral interview questions and answers, situational interview questions, and role-specific interview prep guides designed to help you walk into any interview with confidence. Whether you're looking for IT interview questions and answers, project management interview questions, or top interview questions for freshers, our expert-reviewed content gives you real-world sample answers, proven tips, and insider strategies to help you stand out.
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1
Why Did You Move Into Backend Development?
Reference answer
Tell the recruiter how you made that choice. It could be something as simple as wanting to work on something new, or a situation at work that required you to learn backend development.
2
How do you stay updated with new technology?
Reference answer
“By reading documentation, following communities, watching YouTube tutorials, and practicing on GitHub.”
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3
Explain try-catch-finally with an example.
Reference answer
Used for exception handling. Example: try { int result = 10/0; } catch(ArithmeticException e) { System.out.println("Cannot divide by zero!"); } finally { System.out.println("End of program"); }
4
What is Cross-origin resource sharing (CORS)?
Reference answer
Cross-origin resource sharing (CORS) is a process that utilizes additional HTTP headers to tell browsers to provide a web application running at one origin. CORS accesses various web resources on different domains. Web scripts can be integrated using CORS when it requests a resource that has an external origin (protocol. Domain, or port) from its own.
5
What Are Your Weaknesses?
Reference answer
Talk about your weaknesses honestly. Here are a few things that might pop into your head: - Taking on too many responsibilities - Impatience in wanting to see a project through - Getting nervous interacting with large groups of people - Not knowing a specific programming language - Feeling hesitant delegating tasks to other team members Remember, you want to talk about these things without getting too negative. Let recruiters know how you identified this weakness, and what you're doing to address it.
6
What is CORS, and how do you handle it in a web application?
Reference answer
CORS (Cross-Origin Resource Sharing) controls access to resources from a different origin (domain, protocol, or port). Handling CORS: Backend: Set headers to allow specific origins. Example in Express: Frontend: Proxy API requests to avoid CORS issues during development.
7
What is the difference between Flexbox and Grid in CSS?
Reference answer
Flexbox is a one-dimensional method for laying out items in rows or columns, providing a more efficient way to distribute space among items in a container. Grid is a two-dimensional layout system, allowing for more complex layouts with rows and columns. While Flexbox is great for aligning content within a container (like vertically centering or evenly spacing items), Grid is better for complex page layouts and aligning content across both rows and columns.
8
How do you bridge the gap between front-end design and back-end technical limitations?
Reference answer
A full stack developer is able to see the big picture if they can assess how a website or program should look and feel, while also understanding the technical limitations of different implementations. These developers are valuable to a team because they can address and discuss both aspects of the web development process — and bridge any disconnect.
9
What is continuous monitoring, and how does it relate to the DevOps lifecycle?
Reference answer
Continuous monitoring involves tracking the application's performance, infrastructure health, and security in real time. It allows teams to detect problems early, enabling rapid response and continuous feedback, aligning with DevOps' goal of continuous improvement and delivery.
10
Tell Me Something That Is Not on Your Resume.
Reference answer
Here are a few ways of answering this question: What Attracted You To This Role: Explain where you came across the job posting, why it got you excited, and why you think that you are a perfect fit for the role. An Instance Where You Went the Extra Mile: Go into an instance in one of your previous jobs where you went above and beyond the responsibilities of your role. Maybe you took the initiative to optimize an application and wrote the code yourself, or established a mentoring program for junior developers and interns. Talk About a Personal Quality That Matches a Job Requirement: Any hobbies or strengths that you have that are relevant to the job that you're applying to can be worth mentioning in your answer to this question.
11
What Are Your Predominant Strengths?
Reference answer
List two or three core strengths. Then list an example of how you used that strength in a professional or real-world setting. Here are some of the strengths that you can mention having as a full-stack developer: - Critical thinking - Analysis - Detail-orientation - Creativity - Versatility - Leadership - Teamwork
12
How Do You Keep Up With New Industry Trends?
Reference answer
The hiring manager wants to know whether you're an enthusiastic learner. Because passionate employees significantly add to a company's growth, the recruiter prefers candidates with a keen interest in the field. Someone eager about the field would naturally keep themselves updated with the industry trends. “I love to attend community meetups, webinars, and forums to keep myself abreast of the changing trends and emerging technologies.”
13
What is RESTful API?
Reference answer
REST is an acronym for Representational State Transfer which shows an architectural style widely employed in the development of web services. It depends on the use of HTTP requests to interact with and manipulate data. REST manages operations such as creating, updating, reading, and deleting data.
14
Describe your experience with cloud-based web hosting services, including how you have utilized their services to enhance web architecture.
Reference answer
Expect candid responses about direct experience with cloud platforms such as AWS, Azure, or Google Cloud. Discussion should include topics like managed databases, serverless functions, auto-scaling services, and the advantages these services offer for web architecture.
15
How do you ensure the security of sensitive data in a backend application?
Reference answer
- Encryption: Use encryption protocols like SSL/TLS for data in transit and AES for data at rest. - Hashing: Use hashing algorithms like bcrypt or Argon2 to store passwords securely. - Authentication and Authorization: Implement secure authentication methods (e.g., OAuth, JWT) and proper access control measures. - Input Validation: Sanitize and validate all inputs to prevent SQL injection, cross-site scripting (XSS), and other security vulnerabilities.
16
What do you mean by CORS and how does it work?
Reference answer
- CORS is Cross-Origin Resource Sharing and It is a W3C standard and HTTP header mechanism that allows a server to indicate origins such as domain, port, etc. from the requested one. - In this, When a browser sends a request to a different domain, it sends an origin header with the request. The server checks the “origin” header to decide whether or not to permit the requests. - In case the server permits the request, it sends an “Access-Control-Allow-Origin” header back to the browser to know that the request was successful. - This is known as a “preflight” request and it happens within the servers whenever a webpage attempts to create a cross-origin request. - CORS can be executed on the server side by setting reaction headers, which permit particular spaces to create requests.
17
Do you know how to communicate between teams?
Reference answer
DevOps combines development and operations to improve former workflow strategies by opening communication and merging these processes, allowing for faster production speed. Continuous integration and delivery are both components of DevOps, and communication between development and operations teams benefits the production process. Your interviewer wants to know if you have experience and knowledge of how development and operations teams unite to create more efficient delivery and planning of applications and software. You may want to give an example of when you worked on a DevOps team or collaborated between teams.
18
What Is Pair Programming?
Reference answer
Because pair programming improves code quality, reduces errors and bugs, and allows for faster training, the recruiter wants to know whether you're familiar with it or have done it in the past. “Pair programming involves two developers working on the same terminal. One types the code, and the other reviews it. The former is called the Driver, while the latter is termed a Navigator.”
19
How To Design a Scalable Chat Application?
Reference answer
A scalable chat architecture generally includes: - WebSockets for real-time, bidirectional messaging - Load balancers to distribute traffic efficiently - Message queues to handle spikes and ensure message delivery - Optimized database schemas for storing messages and user states - Authentication and presence indicators to track user activity This demonstrates understanding of distributed systems.
20
How To Optimize Performance End-to-End?
Reference answer
Performance optimization is not just frontend or backend - it's a full stack responsibility. Key strategies include: Frontend optimization: - Bundling & minification - Lazy loading - Using CDNs - Compressing files Backend optimization: - Caching API responses - Database indexing - Improved query design - Reducing network calls - Using asynchronous processes Effective performance tuning improves user experience and system reliability.
21
How Do You Code When SEO Is a Priority?
Reference answer
Spend some time working through SEO guides for developers so that you're aware of search engine-friendly code and can explain this to recruiters.
22
What is the Virtual DOM?
Reference answer
Frameworks like React use a Virtual DOM, which is a lightweight copy of the real DOM. Changes are calculated virtually first, then only necessary updates are applied to the real DOM - improving performance.
23
What is Express.Js?
Reference answer
Express is a small framework that sits on top of Node.js's web server functionality to simplify its APIs and add helpful new features. It makes it easier to organize your application's functionality with middleware and routing; it adds helpful utilities to Node.js's HTTP objects; it facilitates the rendering of dynamic HTTP objects. Express is a part of MEAN stack, a full stack JavaScript solution used in building fast, robust, and maintainable production web applications.
24
Can we create a non-web application in Spring Boot?
Reference answer
Yes, we can create a non-web application in Spring Boot. Spring Boot is not just for web applications. Using Spring Boot, we can create applications like Microservices, Console applications, and batch applications.
25
Explain the purpose of HTML and CSS in web development.
Reference answer
HTML (HyperText Markup Language) structures the content and defines elements like headings, paragraphs, and links. CSS (Cascading Style Sheets) styles the presentation, controlling layout, colors, fonts, and responsiveness. Together, they form the foundation of web pages.
26
What is REST and a RESTful API?
Reference answer
REST stands for representational state transfer. A RESTful API (also known as REST API) is an architectural style for an application programming interface (API or web API) that uses HTTP requests to obtain and manage information. That data can be used to POST, GET, DELETE, and OUT data types, which refers to reading, deleting, creating, and operations concerning services.
27
What Is the Biggest Mistake You Made in Any of Your Projects? How Did You Rectify It?
Reference answer
Here are a few things you can do to rectify the mistakes you make at work: - Review all the code you produce - Let a manager know if you've committed any major errors - Ask a more senior colleague to supervise your corrections - Admit when you make a mistake and ask for help if you need it
28
Describe the Aggregation Framework in MongoDB
Reference answer
- The Aggregation Framework in MongoDB is a powerful tool for performing data processing and transformation on documents within a collection. - It works by passing documents through a multi-stage pipeline, where each stage performs a specific operation on the data, such as filtering, grouping, sorting, reshaping and computing aggregations. - This framework is particularly useful for creating complex data transformations and analytics directly within the database.
29
What is the purpose of API documentation, and why is it important?
Reference answer
API documentation provides developers with the necessary information to interact with an API, including available endpoints, request/response formats, authentication requirements, and examples. Good documentation ensures that APIs are easy to understand and use.
30
What is AJAX?
Reference answer
AJAX (Asynchronous JavaScript and XML) allows web pages to communicate with servers without reloading.
31
What is the role of Webpack in frontend development?
Reference answer
Webpack is a module bundler that bundles JavaScript files and assets (like CSS, images, etc.) for the browser. It optimizes the build process, ensuring that only the necessary code is included in the final bundle, improving performance and load times. It can also perform tasks like minification, code splitting, and live reloading during development.
32
What is your preferred Full Stack project, and why?
Reference answer
Share a specific project, focusing on challenges, technologies used, and the impact of the solution.
33
Explain Inversion of Control.
Reference answer
Inversion of control is a design principle based on which classes are coupled in a loose manner, which makes them easier to maintain. Read more about inversion control.
34
Describe a situation where you resolved a critical bug in production.
Reference answer
Highlight a specific instance, explaining the problem, the debugging process, and how you deployed the solution with minimal downtime.
35
Describe your strategy for managing hotfixes in a production environment while maintaining proper version control.
Reference answer
The candidate should demonstrate an understanding of release management, hotfix workflows, and the ability to explain how they prioritize stability and speed while implementing critical updates.
36
Differentiate between INNER JOIN and LEFT JOIN.
Reference answer
INNER JOIN: Returns only matching rows. LEFT JOIN: Returns all rows from left table and matching rows from right.
37
How well do you understand the role and responsibilities of a full-stack developer?
Reference answer
Full-stack developers must have a diverse skill set covering back-end and front-end development skills. HTML, CSS, and JavaScript are all crucial full-stack developer languages and skills to know since they are key building blocks of websites. Python, Java, and Ruby are also critical to back-end development, so having a skill set capable of working on both sides of a website is crucial. To set yourself apart in an interview, it may be helpful to build a portfolio of your skills to demonstrate your experience in different programming languages and tools to employers.
38
What is MERN Stack?
Reference answer
MERN Stack is a JavaScript Stack that is used for easier and faster deployment of full-stack web applications. MERN Stack comprises of 4 technologies namely: MongoDB, Express, React and NodeJS. It is designed to make the development process smoother and easier. - MongoDB: Non Relational Database - Express: NodeJS web server - React: JavaScript Frontend Library - Node: JavaScript Web Server
39
What is Dependency Injection?
Reference answer
A design pattern where objects are provided dependencies externally rather than creating them inside.
40
What's the difference between GET and POST in web stuff?
Reference answer
GET is nothing but getting data from the server, like reading an article. POST is used for sending data to the server, like submitting a form or uploading a file.
41
What are some backend performance optimization strategies?
Reference answer
Database indexing, caching, query optimization, load balancing, and server-side compression are some techniques.
42
What Is a Full-Stack Developer?
Reference answer
A full-stack developer is someone who can code both client- and server-side applications. They use HTML, CSS, Javascript, Python, and Ruby on Rails to do this.
43
What is a microservices architecture, and how does it integrate with DevOps practices?
Reference answer
Microservices architecture breaks down an application into smaller, loosely coupled services, each focusing on a specific functionality. It allows teams to deploy services independently, scale them as needed, and automate the deployment pipeline using CI/CD tools, aligning with DevOps principles.
44
What Is the Biggest Mistake You Made in Any of Your Projects? How Did You Rectify It?
Reference answer
Don't forget to mention how you went about making amends. Here are a few things you can do to rectify the mistakes you make at work: - Review all the code you produce - Let a manager know if you've committed any major errors - Ask a more senior colleague to supervise your corrections - Admit when you make a mistake and ask for help if you need it
45
How can we make our website responsive using CSS?
Reference answer
Media query is used to create a responsive web design. It means that the view of a web page differs from system to system based on screen or media types. Media queries can be used to check many things: - width and height of the viewport - width and height of the device - Orientation - Resolution A media query consist of a media type that can contain one or more expression which can be either true or false. The result of the query is true if the specified media matches the type of device the document is displayed on. If the media query is true then a style sheet is applied. Syntax @media not | only mediatype and (expression) { // Code content }
46
How do you stay updated with the latest web technologies?
Reference answer
Share your learning strategies! Talk about the tech blogs you follow, the Discord communities you are part of, or the side projects you work on to experiment with new tools. Why This Matters Web development evolves quickly, and employers need developers who can keep up.
47
Explain the methods used in mounting phase of components
Reference answer
Mounting is the phase of the component lifecycle when the initialization of the component is completed and the component is mounted on the DOM and rendered for the first time on the webpage. he mounting phase consists of two such predefined functions as described below - componentWillMount() Function: This function is invoked right before the component is mounted on the DOM. - componentDidMount() Function: This function is invoked right after the component is mounted on the DOM.
48
How do you ensure that the database changes are consistent across development, testing, and production environments in your full stack development workflow?
Reference answer
Candidates should discuss their usage of migration scripts, version control systems, and automated deployment strategies. The aim is to assess their understanding of continuous integration and delivery practices for database management in the context of full stack development.
49
How Would You Reduce a Web Application's Loading Time?
Reference answer
Optimising a website adds to work quality. The hiring manager wants to test your skills and how you leverage them for the best performance. “There are several methods to minimise an app's loading time. However, I generally optimise images and caches, minify resources, reduce redirects, minimise HTTP requests, and remove unused files to improve loading time.”
50
How Container tag is different from the Empty tag in HTML?
Reference answer
The Container tags are generally divided into three parts, i.e., the opening tag, content(which will display on the browser), and closing tag. In the content part, they can also contain some other tags. These opening and closing tags are used in pairs. For instance, …., …, , …., etc. Syntax The Empty Tags that do not contain any closing tags are known as empty tags. Empty tags contain only the opening tag but they perform some action in the webpage. For eg:
, , ,
, , etc. Syntax Please refer to the Is container tag same as the empty tag in HTML? If not, why? article for further detail.
51
What is the SOLID principle in Java?
Reference answer
SOLID stands : - Single Responsibility Principle (SRP): In this Only one reason is required for a class to change. - Open-Closed Principle (OCP): In Software entities such as classes, modules, functions, etc. - Liskov Substitution Principle (LSP): In this, Objects of a superclass should be replaceable with objects of its subclasses without affecting the correctness of the code. - Interface Segregation Principle (ISP): It avoids compelling clients to rely on interfaces they don't utilize. - Dependency Inversion Principle (DIP): It Promotes a design where higher-level and lower-level modules depend on abstractions.
52
Explain why and how to update state of components using callback?
Reference answer
It is advised to use a callback-based approach to update the state using setState because it solves lots of bugs upfront that may occur in the future.We can use the following syntax to update state using callback this.setState(st => { return( st.stateName1 = state1UpdatedValue, st.stateName2 = state2UpdatedValue ) })
53
Explain ACID properties in the context of database transactions and why they are important for a full stack developer. Provide an example scenario where these properties are critical.
Reference answer
The candidate should demonstrate a clear understanding of Atomicity, Consistency, Isolation, and Durability. They should articulate why maintaining these properties is crucial, such as ensuring data integrity and reliability during transactions, which are essential skills for backend development.
54
What is an index in SQL?
Reference answer
Index improves query speed by maintaining a smaller lookup structure. Example: CREATE INDEX idx_name ON students(name);
55
How do you manage asynchronous code in JavaScript?
Reference answer
JavaScript handles asynchronous operations, like fetching data from an API or reading files, through different paradigms: callbacks, promises, and async/await. Each offers unique advantages and challenges. Here's a detailed look: What it is: A callback is a function passed as an argument to another function to be executed later, usually after an asynchronous task completes. Example: Challenges: Callback Hell: As tasks become more complex, nesting callbacks leads to hard-to-read and maintainable code. What it is: A promise represents a value that may be available now, in the future, or never usually coming as a result of an asynchronous operation. It provides a cleaner way to handle asynchronous operations, chaining actions with .then() and catching errors with .catch(). Example: Advantages: Eliminates deeply nested callbacks. Provides a clearer structure for handling asynchronous workflows. What it is: Async/await is built on promises but provides a more synchronous and readable syntax for managing this type of code. Functions declared with async automatically return a promise, and the await keyword pauses execution until a promise resolves. Example: Advantages: Reads like synchronous code, making it easier to understand. Simplifies error handling with try/catch blocks.
56
What is virtual DOM in React?
Reference answer
The Virtual DOM in React is an in-memory representation of the actual DOM. It helps React efficiently update and render the user interface by comparing the current and previous virtual DOM states using a process called diffing. How Virtual DOM Works - Efficient Rendering: The Virtual DOM is an in-memory representation of the actual DOM that React uses to optimize the process of updating and rendering UI changes. - Diffing Algorithm: React compares the current and previous versions of the Virtual DOM using a diffing algorithm, identifying the minimal set of changes required to update the real DOM. - Batch Updates: Instead of updating the real DOM immediately, React batches multiple changes to reduce unnecessary re-renders, improving performance. - Faster Updates: Since updating the real DOM is slow, React minimizes direct DOM manipulations by only making updates where necessary after comparing the Virtual DOM. - Declarative UI: With the Virtual DOM, React allows developers to write code in a declarative style, letting React handle when and how to efficiently update the UI.
57
What is React Fragments?
Reference answer
when we are trying to render more than one root element we have to put the entire content inside the 'div' tag which is not loved by many developers. So since React 16.2 version, Fragments were introduced, and we use them instead of the extraneous 'div' tag. The following syntax is used to create fragment in react.

Child-1

Child-2

58
What is monitor in Java?
Reference answer
Each object in Java is associated with a monitor, which a thread can lock or unlock
59
In What Ways Has Your Education Prepared You for This Role?
Reference answer
Answer this question by talking about the classes you've taken that are relevant to the full-stack developer role. That includes classes that go over aspects of computer science, math, programming languages, and digital design.
60
Differentiate between method overloading and method overriding.
Reference answer
Feature | Overloading | Overriding Definition | Same method name, different parameters | Same method name, same parameters Compile/Runtime | Compile-time | Runtime Example | add(int a, int b) & add(double a, double b) | display() overridden in subclass
61
What's your experience with version control and collaboration?
Reference answer
I use Git for all my projects and follow a feature branch workflow. I create descriptive branch names and commit messages that explain not just what changed, but why. I'm a big believer in small, frequent commits because they make code reviews easier and rollbacks less painful. For collaboration, I always submit pull requests even for my own branches—it's saved me from pushing bugs more times than I can count. I use conventional commit messages to automatically generate changelogs, and I've set up pre-commit hooks to run linting and tests before any code gets pushed. In my current team, we do code reviews for everything, which has really improved our code quality and knowledge sharing.
62
What is version control, and why is it important in software development?
Reference answer
Version control is the process of tracking and managing changes to software code. It allows multiple developers to work on the same codebase without conflicts, helps track changes over time, and provides a history of the code for easier collaboration and debugging. Version control is important because it ensures code integrity, prevents loss of work, and facilitates team collaboration.
63
What are some common debugging tools for front-end development?
Reference answer
Chrome DevTools, Firefox Developer Tools, and React Developer Tools are widely used for debugging.
64
What are service workers and what are some practical use cases?
Reference answer
Service workers are a type of web worker that act as a proxy between web applications, the browser, and the network. They can intercept and cache network requests, enabling offline use of web applications, speeding up load times, and reducing server load. Practical use cases include background data syncing or push notifications.
65
How Do You Optimize the Performance of a Web Application?
Reference answer
For the optimization of the performance of web applications, I work on both frontend and backend optimization. At the front end, I minimize the use of heavy libraries, image compression, and efficient code through Lazy Loading, Rendering, and Asynchronous requests. Through indexing mechanisms at the database level and caching strategies, I try to enhance query performance at the back end. Proper load balancing and meticulous use of the Content Delivery Network significantly improve overall performance.
66
What are some key differences between React and Angular?
Reference answer
React: A library, easier to integrate, uses JSX. Angular: A full framework, requires more configuration, uses TypeScript.
67
How do you optimize SEO for single-page applications?
Reference answer
Strong answers include server-side rendering, static generation, meta tag management, and structured data. Candidates should mention frameworks like Next.js, Nuxt, or strategies for traditional SPAs.
68
How do you handle exceptions globally in a Spring Boot application?
Reference answer
Using @ControllerAdvice and @ExceptionHandler. Example: @ControllerAdvice public class GlobalExceptionHandler { @ExceptionHandler(Exception.class) public ResponseEntity handleException(Exception e) { return ResponseEntity.status(HttpStatus.BAD_REQUEST).body(e.getMessage()); } }
69
What makes you stand out as a candidate?
Reference answer
“I'm consistent and curious. I don't just code; I understand why a feature matters to users.”
70
What is the difference between Cellpadding and Cellspacing in HTML Table?
Reference answer
Cellpadding: Cellpadding specifies the space between the border of a table cell and its contents (i.e) it defines the whitespace between the cell edge and the content of the cell. Syntax .....<\/table> where, value determines the padding (space between the border of a table and its content) Cellspacing: Cellspacing specifies the space between cells (i.e) it defines the whitespace between the edges of the adjacent cells. Syntax
.....<\/table> where, value determines the padding (space between adjacent cells) Difference between cell padding and cell spacing Cellpadding | Cellspacing | |---|---| It specifies the space between the border of a table cell and its contents. | It specifies the space between adjacent cells. | It is created by using HTML
tag but the type attribute is set to cell padding. | It is also created by using HTML
tag but the type attribute is set to cell spacing. | It is mainly meant for a single cell. | Cellspacing can get subjected to more than one cell. | The default cell padding value is 1 | Whereas, the default cell spacing value is 2 | Cellpadding is widely used and considered to be an effective mean | Cellspacing is less effective than Cellpadding. | Cellpadding is an attribute | Cellspacing is also an attribute. |
71
What is !DOCTYPE?
Reference answer
A doctype or document-type declaration is an instruction that tells the web browser about the markup language in which the current page is written. The doctype is not an element or tag, it lets the browser know about the version of or standard of HTML or any other markup language that is being used in the document. The DOCTYPE for HTML5 is case-insensitive and can be written as shown below.
72
What web security topics are included in the interview questions?
Reference answer
This section covers critical web security topics such as SSL/TLS, single sign-on (SSO), JSON Web Tokens (JWT), OAuth, CSRF and XSS protection, and tools like Helmet and Content Security Policy. Additionally, it includes questions about DDoS mitigation, rate limiting, and best practices for securing web applications.
73
Explain DNS module in Node.js
Reference answer
DNS is a node module used to do name resolution facility which is provided by the operating system as well as used to do an actual DNS lookup. Its main advantage is that there is no need for memorizing IP addresses – DNS servers provide a nifty solution for converting domain or subdomain names to IP addresses.
74
Describe a challenging project you worked on and how you handled it.
Reference answer
In my previous role, I worked on a project for monolithic application migration to micro services architecture. Challenges were involved in ensuring close to nil lost time and data consistency in the process of migration. I worked with the team for the design of the phased migration plan, documented all the steps in detail, and did detailed testing. We used Docker for containerization and Kubernetes to manage the transition.
75
What is an API, and how does it work?
Reference answer
An API is a set of protocols and tools for building software applications. It allows different software systems to communicate with each other by defining the methods and data formats for interaction. APIs can be used to retrieve data, perform operations, or request services from external systems.
76
What are CSS transitions?
Reference answer
Transitions in CSS allow us to control the way in which transition takes place between the two states of the element. The transition allows us to determine how the change in color takes place. We can use the transitions to animate the changes and make the changes visually appealing to the user and hence, giving a better user experience and interactivity. In this article, we will show you how to animate the transition between the CSS properties. There are four CSS properties that you should use, all or in part (at least two, transition-property and transition-duration, is a must), to animate the transition. All these properties must be placed along with other CSS properties of the initial state of the element: - transition-property: This property allows you to select the CSS properties which you want to animate during the transition(change). Syntax transition-property: none | all | property | property1, property2, ..., propertyN; - transition-duration: This property allows you to determine how long it will take to complete the transition from one CSS property to the other. Syntax transition-duration: time; Here, time can be in seconds(s) or milliseconds(ms), you should use 's' or 'ms' after the number (without quotes). - transition-timing-function: This property allows you to determine the speed of change and the manner of change, during the transition. Like, the change should be fast at the beginning and slow at the end, etc. Syntax transition-timing-function: ease|ease-in|ease-out|ease-in-out|linear| step-start|step-end; - transition-delay: This property allows you to determine the amount of time to wait before the transition actually starts to take place. Syntax transition-delay: time; Here, again, time can be in seconds(s) or milliseconds(ms), and you should use 's' or 'ms' after the number (without quotes). - The Shorthand Property You can combine all the four transition properties mentioned above, into one single shorthand property, according to the syntax given below. This saves us from writing long codes and prevents us from getting messy. Note the ordering of property, it has significance. Syntax transition: (property name) | (duration) | (timing function) | (delay);
77
Java doesn't support multiple Inheritance. Why?
Reference answer
To maintain a simpler and more manageable class hierarchy, Java does not support multiple inheritances to avoid ambiguity and complexity that arise from inheriting multiple classes.
78
Can you describe the Arrange, Act, Assert (AAA) pattern for writing unit tests?
Reference answer
The AAA pattern structures unit tests: Arrange sets up the test environment and inputs, Act executes the function or method being tested, and Assert checks the outcome against expected results. For example: `// Arrange: const input = [1, 2]; // Act: const result = sum(input); // Assert: expect(result).toBe(3);`.
79
What is the 'Strict' mode in JavaScript and how can it be enabled?
Reference answer
Strict Mode is a new feature in ECMAScript 5 that allows you to place a program or a function in a "strict" operating context. This strict context prevents certain actions from being taken and throws more exceptions. The statement "use strict" instructs the browser to use the Strict mode, which is a reduced and safer feature set of JavaScript.
80
What cloud computing topics are included in the interview questions?
Reference answer
This article discusses essential cloud computing concepts, focusing on AWS services such as EC2, S3, Lambda, and API Gateway. We also cover containerization with Docker and orchestration with Kubernetes, discussing how these tools are used to deploy, scale, and manage applications in the cloud.
81
Elaborate long polling?
Reference answer
Long polling is a technique used to simulate real-time communication between a client and server. The client sends a request to the server, and the server holds the request open until new data is available or a timeout occurs. Once the response is received, the client immediately sends a new request, creating a continuous connection.
82
What is the importance of version control systems in development?
Reference answer
Version control systems (VCS) are essential tools in software development for several reasons: - Collaboration: They allow multiple developers to work on the same project simultaneously without conflicts. - History Tracking: VCS keeps a detailed history of changes, enabling developers to revert to previous versions if needed. - Branching and Merging: Developers can create branches to work on new features or fixes independently and merge them back into the main codebase when ready. - Backup: The code is stored in a central repository, providing a backup in case of local failures.
83
List a few of the widely used Full Stack development stacks.
Reference answer
Some common stacks are:
84
Explain the steps to create a react application and print Hello World?
Reference answer
To install React, first, make sure Node is installed on your computer. After installing Node. Open the terminal and type the following command. npx create-react-app <> Navigate to the folder. cd <> This is the first code of ReactJS Hello World! import React from "react"; import "./App.css"; function App() { return
Hello World !
; } export default App; Type the following command to run the application npm start
85
What attracts you to wanting to work for our company?
Reference answer
I really admire your dedication to a company that innovatively does business, focusing on the user. That is what impresses me about the kinds of projects, like XYZ, that you guys have undertaken in the past. However, what will make me greater excited is contributing to these kinds of high impact projects in a team that is for consistent change and up-to-date with today's generation.
86
How can you prevent a bot from scraping a publicly accessible API?
Reference answer
Considering that the data in the API is publicly accessible, it is not possible to prevent data scraping completely, at least technically. However, there is one solution that can deter both bots and humans. It is called Rate Limiting, also known as Throttling. Throttling helps to prevent a particular device from making a defined number of requests within a stipulated time, upon exceeding which it will show the following HTTP error: "429 Too Many Attempts" While this is an effective method to prevent bots from scraping a publicly accessible API, you must track the device in question with more than just the IP address since it is not unique to the device, and hence, it may cause an entire network to lose access to the API.
87
How do you approach building web interfaces that are accessible to all users, including those with disabilities?
Reference answer
I follow WCAG guidelines, using semantic HTML, ARIA roles, and proper headings. I ensure keyboard navigability, sufficient color contrast, alt text for images, and focus management. Testing with screen readers and tools like Lighthouse helps identify and fix accessibility issues.
88
What is a REST API, and why is it used?
Reference answer
A REST API (Representational State Transfer Application Programming Interface) is a standardized way for applications to communicate over HTTP by following a set of principles. It allows clients (like web browsers or mobile apps) to interact with servers to perform operations like fetching or modifying data. Key Features of a REST API: Stateless Communication: Each request from the client to the server must contain all the information needed for the server to process it, with no reliance on stored session data. Resource-Based: Data and functionality are treated as "resources" accessed using endpoints (URLs). Example: /users to get a list of users, /users/1 to access a specific user. HTTP Methods: REST APIs use HTTP methods to define actions: GET: Retrieve data. POST: Create new resources. PUT: Update existing resources. DELETE: Remove resources. Structured Responses: Data is typically returned in a lightweight format like JSON or XML. Why is it Used? Interoperability: REST APIs enable communication between different systems and platforms, making them ideal for building web services. Scalability: They are stateless, allowing them to handle more traffic with horizontal scaling. Ease of Use: Clear structure and standard conventions make it easy for developers to understand and implement. Flexibility: Suitable for a variety of clients, from web applications to mobile and IoT devices.
89
What are Web Components?
Reference answer
Web Components allow developers to create reusable, self-contained custom elements using JavaScript. They help build modular, maintainable UI structures.
90
What are the media element tags introduced by HTML5?
Reference answer
HTML5 introduced 5 most popular media element tags that are supported by the browsers, which are described below: Please refer to the What are the media element tags introduced by HTML5? article for a more detailed description. -
91
What is a react developer tool?
Reference answer
React Developer Tools is a Chrome DevTools extension for the React JavaScript library. A very useful tool, if you are working on React.js applications. This extension adds React debugging tools to the Chrome Developer Tools. It helps you to inspect and edit the React component tree that builds the page, and for each component, one can check the props, the state, hooks, etc.
92
Can you explain the difference between a "rolling update" and a "canary deployment" in the context of DevOps?
Reference answer
A rolling update gradually replaces instances of the old version of an application with the new one, minimizing downtime. In a canary deployment, the new version is first deployed to a small subset of users to test before rolling it out to everyone, helping catch issues early without affecting the whole system.
93
What are the key differences between HTML5 and previous versions of HTML?
Reference answer
HTML5 introduces several new elements and APIs to enhance the capabilities of web applications. Key features include: - New semantic elements like
,
,
, and
for better structure and SEO. - New form elements like and for better input handling. - Support for multimedia with
94
What is the promise and what are its stages?
Reference answer
A promise is an object representing the eventual completion or failure of an asynchronous operation. Its stages are: pending (initial state, not fulfilled or rejected), fulfilled (operation completed successfully), and rejected (operation failed). Promises allow chaining of .then() and .catch() methods for handling results and errors.
95
How to Implement Full-Text Search in MongoDB?
Reference answer
Full-Text Search in MongoDB is implemented using text indexes. These indexes allow you to perform text search queries on string content within documents. Example db.collection.createIndex({ content: "text" }); db.collection.find({ $text: { $search: "mongodb" } }); In this example, a text index is created on the content field, and a text search query is performed to find documents containing the word "mongodb."
96
What is CSS?
Reference answer
Cascading Style Sheets fondly referred to as CSS, is a simply designed language intended to simplify the process of making web pages presentable. CSS allows you to apply styles to web pages. More importantly, CSS enables you to do this independent of the HTML that makes up each web page. CSS is easy to learn and understood, but it provides powerful control over the presentation of an HTML document.
97
How would you prevent SQL injection attacks in a backend application?
Reference answer
SQL injection attacks can be prevented by: - Using prepared statements or parameterized queries, which ensure data is treated as input and not executable code. - Escaping user input before using it in SQL queries. - Avoiding the construction of dynamic SQL queries using string concatenation with unfiltered user input. - Implementing proper error handling so that database errors are not revealed to the end user. - Using ORM (Object Relational Mapping) libraries that often provide built-in protections against SQL injections.
98
Explain how to read and write a file using JavaScript?
Reference answer
- The readFile() function is used for reading operations. readFile( Path, Options, Callback) - The writeFile() function is used for writing operations. writeFile( Path, Data, Callback)
99
In What Ways Has Your Education Prepared You for This Role?
Reference answer
Answer this question by talking about the classes you've taken that are relevant to the full-stack developer role. That includes classes that go over aspects of computer science, math, programming languages, and digital design.
100
Name the differences between architectural and design patterns
Reference answer
While both architecture and design help outline the idea of the application, the former is concerned with the “big-picture-view” while the latter is considerably more detailed. As for follow-up full-stack software engineer interview questions, you can ask a candidate to describe the main types of architectural patterns and make a few examples of design patterns. The most widely used architectural patterns are: - Model-view-controller - Layered pattern - Master-slave pattern - Event-driven architecture - Monolithic architecture - Model-view-presenter - REST The three types of design patterns are: - Creational. - Structural. - Behavioral.
101
How Can You Prevent a Bot From Scraping a Publicly Accessible API?
Reference answer
Here are a few ways to prevent data from being scraped by bots: - Limit the rate at which individual IP addresses can make requests - Require users to log in to access content - Use media objects to embed content - Protect access to your content with a CAPTCHA
102
What Is a Full-Stack Developer?
Reference answer
A full-stack developer is someone who can code both client- and server-side applications. They use HTML, CSS, Javascript, Python, and Ruby on Rails to do this.
103
Explain the difference between the inner class and the subclass.
Reference answer
An inner class is nothing but a class defined within another class in Java. inner class is tightly coupled with the enclosing class and can access its members, including private ones also. Inner classes are used for better organization and encapsulation of related code.On the other hand, a subclass inherits properties and behaviors from a superclass. It extends the functionality of the superclass. Itcan access protected and public members of the superclass, but not private ones unless provided with public or protected getter/setter methods. Subclassing is used in code reuse and polymorphism in object-oriented programming.
104
It's 2 AM, and you get an alert: your application's traffic has suddenly surged by 500% due to an unforeseen viral event, and parts of the system are degrading. What's your immediate response in the next 15 minutes, and what's your strategy for the next 24 hours to stabilize and scale?
Reference answer
In the first 15 minutes, I would assess monitoring dashboards to identify which components are failing, enable auto-scaling if available, and consider rate-limiting or throttling non-critical requests. Over the next 24 hours, I would work with the team to vertically or horizontally scale the database and servers, optimize database queries, add caching layers, and communicate with stakeholders about the situation. Post-incident, a root cause analysis would be conducted to prevent future occurrences.
105
How do cookies work in web development?
Reference answer
Cookies are small data packets stored in the user's browser, helping maintain stateful information between sessions or storing user preferences.
106
What are WebSockets, and how do they differ from HTTP requests?
Reference answer
WebSockets: A protocol for full-duplex communication between client and server over a single persistent connection. Difference: - HTTP: Request-response model; client initiates every interaction. - WebSockets: Persistent, allowing real-time, two-way communication (e.g., live chat, notifications). Example: - HTTP: Send a request for new messages repeatedly (polling). - WebSocket: Server pushes new messages as they arrive.
107
What's Hibernate, and how does it help with databases in Java?
Reference answer
Hibernate is nothing but a translator between Java and databases. It makes it simpler to save and get information from a database by connecting Java objects with database tables.
108
What is your process for validating and testing new features to ensure they solve the problem at hand without introducing new issues?
Reference answer
Candidates should detail their testing methodologies, including unit tests, integration tests, end-to-end tests, and possibly user testing, showing a thorough understanding of the importance of quality assurance in problem-solving.
109
What are WebSockets, and when would you use them in a backend application?
Reference answer
WebSockets provide full-duplex communication channels over a single, long-lived TCP connection. They are useful for real-time applications like chat apps, live notifications, or stock market dashboards, where the server needs to push updates to the client instantly. Unlike traditional HTTP, WebSockets allow for bi-directional communication.
110
List Some Common Ways To Reduce the Load Time of a Web Application.
Reference answer
The following are the most common ways to reduce the load time of web applications: - Compress the images on your web app - Move the stylesheet references to the top of the HTML page - Place script references at the bottom of the HTML page - Put your Javascript and CSS code in files outside the main HTML document - Reduce the number of HTTP requests and 301 redirects
111
How do you handle JSON in Java?
Reference answer
Use libraries like Jackson or Gson for parsing and serialization.
112
List Some Common Ways To Reduce the Load Time of a Web Application.
Reference answer
The following are the most common ways to reduce the load time of web applications: - Compress the images on your web app - Move the stylesheet references to the top of the HTML page - Place script references at the bottom of the HTML page - Put your Javascript and CSS code in files outside the main HTML document - Reduce the number of HTTP requests and 301 redirects
113
What Is the Difference Between Thread and Process?
Reference answer
A program that is under execution is known as a process. A thread is a segment of a process carrying out a specific task within it.
114
What's the depth of your coding knowledge?
Reference answer
Continuous integration (CI) is the regular merging of code changes to the main branch of the source code to test changes, and it allows you to fix errors more easily and early in the development process. Organizations utilize continuous integration to minimize bugs and improve development efficiency. Ultimately, having skills in continuous integration helps improve the quality of your software and the efficiency of releasing updates. In your interview, it's important to highlight your coding experience with continuous integration and how you've worked to make your software error-free and functional.
115
Can you give an example of how you have contributed to a positive team environment?
Reference answer
Think about your experiences working in teams at CodeBoxx. Maybe you helped a struggling classmate or took the lead on organizing team meetings? Why This Matters Technical skills alone do not make a great developer – your ability to work well with others is just as important.
116
How would you implement real-time updates in a web application?
Reference answer
Use WebSockets: Establish a persistent connection for real-time communication. Example Client: Server Setup: Use libraries like socket.io for WebSocket management. Example Server: Fallback for Compatibility: Implement long polling or server-sent events (SSE) if WebSockets aren't feasible. Database Integration: Use event-driven solutions like Redis pub/sub for scalability in multi-server setups. Security: Ensure secure WebSocket connections (wss://) and authenticate users.
117
Explain the concept of ACID properties in databases.
Reference answer
ACID stands for Atomicity, Consistency, Isolation, and Durability. These properties ensure that database transactions are processed reliably: - Atomicity: Ensures that all operations within a transaction are completed successfully; otherwise, the transaction is rolled back. - Consistency: Guarantees that a transaction brings the database from one valid state to another. - Isolation: Ensures that transactions are executed in isolation from one another, preventing interference. - Durability: Ensures that once a transaction is committed, it remains in the database, even in case of system failure.
118
Explain the difference between client-side and server-side programming
Reference answer
The client-side and server-side refer to two distinct parts of a web application that work together to deliver functionality to users. Understanding their roles is essential for building efficient and responsive applications. What it Does: This is the part of the application that runs in the user's browser. It handles user interfaces and interactions, allowing users to see and interact with the application. Key Characteristics: Executes JavaScript code directly in the browser to handle tasks like form validation, animations, and dynamic content updates (through DOM -Document Object Model- updates). Manages rendering of HTML and CSS for a seamless visual experience. Often communicates with the server via REST (Representational State Transfer) APIs to fetch or send data asynchronously. Examples: Clicking a button that triggers a JavaScript function to show a popup. Fetching additional items on a page using fetch() or axios without a full page reload. What it Does: This part operates on the server and processes requests from the client, performing tasks like database queries, business logic, and serving responses. Key Characteristics: Executes server-side programming languages like Python, Java, or Node.js. Handles sensitive operations like authentication and data storage securely. Sends data to the client in structured formats (e.g., JSON) via REST APIs for rendering. Examples: Processing a login request by verifying credentials in a database. Returning a list of products in JSON format for the client to display dynamically.
119
Can you describe your experience with front-end technologies?
Reference answer
Do not panic when you hear this one! Instead of listing every framework you have ever heard of, focus on the technologies you have actually used in your projects. At CodeBoxx, you will work with React, JavaScript, HTML5, and CSS3 from day one, building everything from simple landing pages to complex single-page applications. Why This Matters Companies want to know you can create user-friendly, responsive interfaces that look good and work well. Your CodeBoxx projects will give you plenty of real examples to discuss.
120
What is try-catch-finally in Java?
Reference answer
Used for exception handling. Example: try { int result = 10/0; } catch(ArithmeticException e) { System.out.println("Cannot divide by zero!"); } finally { System.out.println("End of program"); }
121
What is the difference between GraphQL and REST?
Reference answer
This is typically a difficult question to answer, but a good developer will be able to go through this with ease. The core difference is GraphQL doesn't deal with dedicated resources. The description of a particular resource is not coupled to the way you retrieve it. Everything referred to as a graph is connected and can be queried to application needs.
122
What are call() and apply() methods ?
Reference answer
Both methods are used in a different situation - call() Method: It calls the method, taking the owner object as argument. The keyword this refers to the 'owner' of the function or the object it belongs to. We can call a method that can be used on different objects. - apply() Method: The apply() method is used to write methods, which can be used on different objects. It is different from the function call() because it takes arguments as an array.
123
What is the difference between Authentication and Authorization?
Reference answer
Authentication | Authorization | In the authentication process, the identity of users are checked for providing the access to the system. | While in authorization process, a the person's or user's authorities are checked for accessing the resources. | n the authentication process, users or persons are verified. | While in this process, users or persons are validated. | It is done before the authorization process. | While this process is done after the authentication process. | It needs usually the user's login details. | While it needs the user's privilege or security levels. | Authentication determines whether the person is user or not. | While it determines What permission does the user have? | Generally, transmit information through an ID Token. | Generally, transmit information through an Access Token. | The user authentication is visible at user end. | The user authorization is not visible at the user end. | Example: Employees in a company are required to authenticate through the network before accessing their company email. | Example: After an employee successfully authenticates, the system determines what information the employees are allowed to access. |
124
What Was the First Programming Language You Learned?
Reference answer
This is a question about your journey into the world of programming. You can start your answer by describing how you got interested in programming in the first place. Then explain why you chose to learn a specific language and how you went about studying it. You get extra points if you're able to show that you took some initiative to study it on your own rather than just learning it in a classroom setting.
125
What is Inversion of Control (IoC)?
Reference answer
Inversion of Control (IoC) is a broad term used by software developers for defining a pattern that is used for decoupling components and layers in the system. It is mostly used in the context of object-oriented programming. Control of objects or portions of a program is transferred to a framework or container with the help of Inversion of Control. It can be achieved using various mechanisms such as service locator pattern, strategy design pattern, factory pattern, and dependency injection.
126
What is Cross-Site Scripting (XSS), and how do you prevent it?
Reference answer
Cross-Site Scripting (XSS) is an attack where malicious scripts are injected into a website, potentially stealing user data. Example of XSS Attack: If an application doesn't properly sanitize inputs, this script might execute in a user's browser. Prevention Methods: - Escape user inputs (e.g., HTML encode special characters). - Use Content Security Policy (CSP) to restrict script execution. - Sanitize inputs with libraries like DOMPurify.
127
What are the key considerations when designing a database schema for a full-stack application?
Reference answer
The key considerations are: - Data normalization: Ensuring that the database schema follows normalization principles helps eliminate data redundancy and improves data integrity. - Scalability: Anticipating future growth and considering strategies like sharding, partitioning, or replication can help the database handle increased data volumes and user loads. - Security: Implementing appropriate access controls, authentication mechanisms, and encryption techniques helps protect sensitive data and prevent unauthorized access.
128
What do you mean by NULL in JavaScript?
Reference answer
The NULL value represents that no value or no object. It is known as empty value/object.
129
How do you handle database migrations in production systems?
Reference answer
Version Control: Track migrations using tools like Flyway, Liquibase, or Sequelize. Create Safe Migration Scripts: Avoid destructive changes like dropping columns immediately Break migrations into additive steps: Add new columns Backfill data Remove old columns later Testing: Test migrations in a staging environment with a copy of production data Rollback Plans: Write scripts to revert migrations in case of failure Zero-Downtime Deployment: Use techniques like dual writes and feature flags to ensure smooth transitions
130
What is the Java Virtual Machine (JVM), and why is it important?
Reference answer
The JVM is similar to an interpreter for Java. It helps Java programs run on different types of computers or frameworks. It is critical for running different Java applications.
131
What is event-driven architecture, and when would you use it?
Reference answer
Event-Driven Architecture: A design pattern where services communicate by emitting and responding to events asynchronously. Key Components: Event Producer: Generates events (e.g., a user uploads a file). Event Consumer: Listens and reacts to events (e.g., a service processes the uploaded file). Message Broker: Facilitates event delivery (e.g., Kafka, RabbitMQ). When to Use: Applications needing real-time updates (e.g., chat apps, stock trading platforms). Decoupled microservices to enhance scalability and maintainability. Workflows with asynchronous tasks (e.g., order processing).
132
Describe implementing role-based access control.
Reference answer
Look for understanding of user roles, permissions, protected routes/endpoints, and middleware patterns. They should discuss database schema design for RBAC and frontend component-level permissions.
133
Given this configuration for a Kubernetes deployment, point out any areas of improvement: apiVersion: apps/v1 kind: Deployment metadata: name: my-app spec: replicas: 3 template: spec: containers: - name: my-container image: my-app:latest ports: - containerPort: 8080
Reference answer
Potential areas of improvement include: - Instead of using the latest tag for the image, it's better to use specific version tags to ensure consistency across deployments. - Configurable parameters (like image version or replica count) could be moved to a ConfigMap or Secret for better maintainability and security. - Liveness and readiness probes could be added to the container configuration to ensure the application is running smoothly and traffic is only sent when the app is ready. - Resource limits and requests might be specified to ensure that the container gets the required resources.
134
What is the Stream API in Java?
Reference answer
Java 8 feature to process collections efficiently using filter, map, reduce.
135
What Are the Advantages of Using Unit Tests?
Reference answer
The following are the advantages of unit tests in software development: - Unit testing improves code quality - Refactoring code is easier when you unit test - It makes it easier to debug code - Unit testing makes documentation available to programmers working on the projects - Because it makes debugging easier, unit testing reduces to cost of a project
136
Can you explain the concept of bisecting in git, and describe a scenario where it might be useful?
Reference answer
This question assesses the candidate's knowledge of more advanced version control tools and their problem-solving ability in isolating bugs or issues within a project's history.
137
What is the difference between symmetric and asymmetric encryption?
Reference answer
Encryption is the process of encoding data to prevent unauthorized access. Symmetric Encryption: - Uses one key for both encryption and decryption. - Faster but requires secure key sharing. - Example: AES (Advanced Encryption Standard). Asymmetric Encryption: - Uses a public key to encrypt and a private key to decrypt. - More secure but computationally expensive. - Example: RSA (Rivest-Shamir-Adleman), ECC (Elliptic Curve Cryptography). Asymmetric encryption is commonly used in SSL/TLS for HTTPS.
138
Are You Aware of Design Patterns? Are You Comfortable Working With Them?
Reference answer
A design pattern is a method of solving a common problem in software design. Think of it as a template solution for problems that developers have been running into for a long time. Here are a few examples of design patterns that you can study: Creational Design Patterns - Abstract factory - Object pool - Singleton Structural Design Patterns - Private class data - Flyweight - Bridge
139
What is NPM (Node Package Manager)?
Reference answer
NPM (Node Package Manager) is a type of JavaScript software registry over the web that is used by developers to share, download, and borrow various types of packages that are used for installation and dependencies resolving purposes. Node Package Manager has three different types of components – - Website– The website is used for package discovery and profile management. - Command Line Interface– CLI is a type of terminal used to run NPM in the developer's system. - Registry– A registry is a type of database which have JavaScript files and associated metadata. In Node.Js Node Package Manager is used to set up the Node.Js development environment in the user's system, download the needed packages, and resolve dependencies issues.
140
How does continuous delivery (CD) differ from continuous deployment, and what are the benefits of each in a DevOps pipeline?
Reference answer
Continuous Delivery (CD) involves automatically preparing code for production but requires manual approval before deployment, whereas Continuous Deployment (CD) automates the deployment to production after passing tests. Continuous Delivery ensures that code is always in a deployable state, while Continuous Deployment speeds up the release process, reducing time to market.
141
Can You Name a Few of the Latest Full-Stack Developer Tools?
Reference answer
Early on, you claimed that you stay up-to-date with the latest industry trends; your hiring manager wants to know if you were being honest. Take a deep breath and name a few efficient full-stack developer tools.
142
What Is Long Polling?
Reference answer
Long polling is a method by which a server can channel data to a client even if the client has not made a request for that data. Read more about long polling.
143
What is the main difference between GraphQL and REST when designing APIs, and why might you choose one over the other?
Reference answer
- REST (Representational State Transfer): A set of architectural principles where data and functionality are addressed via endpoints corresponding to specific resources. Client-server communication is stateless. - GraphQL: A query language for APIs, allowing clients to request only the data they need. It provides a more flexible structure that lets the client shape the response based on its requirements. You might choose GraphQL over REST if you want to give clients more flexibility in their data requests, reduce over-fetching or under-fetching of data, and potentially reduce the number of requests made. However, you might stick with REST if you have a simple application, are working with systems/tools that integrate better with REST, or if you want to maintain a clear separation between API endpoints.
144
Describe a situation where you had to debug a complex piece of code that you were unfamiliar with. How did you approach the problem?
Reference answer
Candidates should demonstrate systematic debugging skills, an understanding of how to approach unfamiliar code, and strategies they use to identify and resolve issues.
145
What is Inversion of Control (IoC)?
Reference answer
Inversion of Control (IoC) is a broad term used by software developers for defining a pattern that is used for decoupling components and layers in the system. It is mostly used in the context of object-oriented programming. Control of objects or portions of a program is transferred to a framework or container with the help of Inversion of Control. It can be achieved using various mechanisms such as service locator pattern, strategy design pattern, factory pattern, and dependency injection.
146
Describe the MEAN stack.
Reference answer
The MEAN stack comprises MongoDB (database), Express.js (server-side framework), Angular.js (frontend framework), and Node.js (runtime environment).
147
What are access modifiers in Java?
Reference answer
public: Accessible everywhere protected: Within package + subclasses default: Within package only private: Within same class only
148
Given the following HTML file, identify the issue. We consider the file "jquery.min.js" exists and contains an updated version of jQuery.
Reference answer
At a first glance, the code seems to bind a click event to the button with the ID myButton and it will display an alert when clicked. The issue is that the script runs before the button element is rendered in the DOM. So, the event binding will not work. To fix this, the code should be wrapped in a $(document).ready() function or be placed before the closing tag.
149
What is replication in MongoDB?
Reference answer
Replication in MongoDB happens to be a practice of syncing data across several servers. With numerous copies of data on separate database servers, replication offers redundancy and boosts data availability. Replication safeguards a database against the loss of a single server. Users may also recover from hardware failures and service interruptions through replication. Users can assign one copy of the data to disaster recovery, reporting, or backup.
150
Can you describe a merge conflict you have encountered and how you resolved it?
Reference answer
This question aims to gauge the candidate's real-world experience with version control issues and their problem-solving abilities. An understanding of how they navigate through a common version control challenge is expected.
151
What are microservices?
Reference answer
An architectural style dividing applications into independent, loosely-coupled services communicating via APIs.
152
You're reviewing a seemingly innocuous pull request for a new user profile feature, and you spot a subtle pattern that could lead to a security vulnerability if combined with another system's behavior that you happen to be aware of. No immediate red flags appear in automated scans. How do you handle this?
Reference answer
This assesses your proactive security mindset, meticulous attention to detail, ability to think about system interdependencies, and the courage to stop a merge for a potential, non-obvious risk. It demonstrates vigilance against security vulnerabilities that automated tools might miss.
153
Write a SQL query to fetch students with marks greater than 60.
Reference answer
SELECT * FROM students WHERE marks > 60;
154
How to create an event in React?
Reference answer
To create an event in React, attach an event handler like onClick, onChange, etc., to a JSX element. Define the handler function to specify the action when the event is triggered, such as updating state or executing logic. function Component() { doSomething(e); { e.preventDefault(); // Some more response to the event } return ; }
155
How do you stay current across multiple technology domains?
Reference answer
Strong candidates mention focused learning strategies, building side projects, following specific communities, and selective adoption. They should balance depth in core technologies with awareness of emerging tools and frameworks.
156
What is the dependency injection?
Reference answer
Dependency injection is a design pattern where an object receives its dependencies from an external source rather than creating them internally. This improves code modularity, testability, and maintainability by decoupling the creation of dependencies from the class that uses them.
157
What Is REST API? What is the Importance of REST API?
Reference answer
REST (Representational State Transfer) API is a set of conventions for building scalable web services. It performs CRUD operations using HTTP requests.
158
How do you approach responsive web design?
Reference answer
I always start with a mobile-first approach because it forces me to prioritize the most important content and features. I use CSS Grid and Flexbox for layouts, which are much more powerful than older float-based approaches. For breakpoints, I base them on content rather than specific device sizes—usually around 768px for tablets and 1024px for desktop. I also think beyond just layout—touch targets need to be large enough on mobile, and loading performance is even more critical on slower connections. In my last project, I used CSS custom properties to manage spacing and typography scales across breakpoints, which made the design system much more maintainable. I also test on actual devices, not just browser dev tools.
159
Describe the purpose of CSS preprocessors like SASS or LESS.
Reference answer
CSS preprocessors like SASS or LESS extend CSS with features like variables, nesting, mixins, and functions, making stylesheets more maintainable and reusable. They compile into standard CSS, enabling developers to write cleaner and more efficient code.
160
What is the disadvantage of using innerHTML in JavaScript?
Reference answer
There are lots of disadvantages of using the innerHTML in JavaScript as the content will replace everywhere. If you use += like "innerHTML = innerHTML + 'html'" still the old content is replaced by HTML. It preserves event handlers attached to any DOM elements.
161
What is Jenkins?
Reference answer
CI/CD automation - builds, tests, and deploys applications automatically.
162
Describe how you handle API integrations. How do you debug or troubleshoot issues with API requests?
Reference answer
A thorough answer would detail the candidate's workflow for integrating APIs, beginning with exploring API documentation to understand endpoints, request/response formats, and any authentication requirements. They may describe using tools like Postman or cURL to test requests independently before implementing them in the codebase. They should also mention how they handle responses, including parsing data and managing errors effectively with try/catch blocks and logging. For debugging, they might explain how they monitor network requests through developer tools in the browser to check for issues such as incorrect request headers, status codes, or payload mismatches. Additionally, they may describe techniques for analyzing API responses and using logging frameworks to troubleshoot and resolve issues in a controlled environment. A strong response would also cover handling rate limits, error response patterns, and retries, as well as applying caching strategies (e.g., storing responses to reduce repeated requests).
163
How do you handle asynchronous operations in JavaScript, and why is this important in full-stack applications?
Reference answer
A strong answer should start by explaining that asynchronous operations allow JavaScript to execute non-blocking tasks like network requests and database operations without freezing the UI or blocking the main thread. The candidate should mention common asynchronous techniques, including callbacks, Promises, and the modern async/await syntax, with async/await being preferred for readability and error handling. They might describe using async/await to handle API requests, awaiting responses, and wrapping operations in try/catch blocks for error handling. They could provide an example, such as: async function fetchData(url) { try { const response = await fetch(url); if (!response.ok) throw new Error("Network response was not ok"); const data = await response.json(); return data; } catch (error) { console.error("Fetch error:", error); } } Candidates may also discuss scenarios where Promise.all() is beneficial for executing multiple asynchronous operations in parallel, or how they handle timeouts and retries for failed requests.
164
How to change an inline element into a block-level element?
Reference answer
We can accomplish this task by using the display propertyhaving its value as "block", to change the element from inline to block-level element.
165
What Do You Know About Full-Stack Programming?
Reference answer
Start by explaining what full-stack development is. Then, describe their responsibilities, which include: - Converting business requirements into software specifications for new development projects - Designing user experiences and interactions for software applications - Designing graphic assets for new software products and building wireframes - Building backend systems like databases, servers, and version control systems - Generating strategies for optimizing the scalability, performance, and stability of software applications
166
Is there a way to decrease the load time of a web application?
Reference answer
Here are some ways in which the load time of a web application can be decreased - Image sizing and format optimization - Caching of the web pages - Avoiding extra plugins - Reduction in HTTP requests - Avoiding of Inline JS and CSS files - Content Delivery Network (CDN)
167
Explain how you ensure that you are understood when communicating with team members who are remote or come from diverse cultural backgrounds.
Reference answer
Candidates are expected to demonstrate their understanding of cultural differences and approaches to inclusive, effective communication.
168
What are Web Components?
Reference answer
web components are reusable custom elements built using plain HTML, CSS and JavaScript They include:
169
What Is Multithreading? How Is It Used?
Reference answer
Multithreading is the practice of breaking down a process into multiple threads. Each of these threads runs independently but makes use of the same system resources.
170
What Is the Observer Pattern?
Reference answer
An observer pattern is a design pattern that's used when the objects under consideration exist in one-to-many relationships. It's used so that when one object is updated, then all of the objects that depend on it are automatically updated. Read more about observer patterns.
171
What Is an Application Server?
Reference answer
An application server is a machine on which you can host software applications. Read more about application servers.
172
Explain the Restful API and write its usage.
Reference answer
REST API stands for REpresentational State Transfer API. It is a type of API (Application Programming Interface) that allows communication between different systems over the internet. REST APIs work by sending requests and receiving responses, typically in JSON format, between the client and server. REST APIs use HTTP methods (such as GET, POST, PUT, DELETE) to define actions that can be performed on resources. These methods align with CRUD (Create, Read, Update, Delete) operations, which are used to manipulate resources over the web. A request is sent from the client to the server via a web URL, using one of the HTTP methods. The server then responds with the requested resource, which could be HTML, XML, Image, or JSON, with JSON being the most commonly used format for modern web services.
173
What is multithreading in Java?
Reference answer
Answer: Executing multiple threads concurrently to improve performance. Example: Background data loading while UI runs smoothly.
174
What is long polling?
Reference answer
Long polling is defined as a web application development technique used to push information/data from servers to clients as quickly as possible. When a request is made from the client to the server, long-polling maintains the connection between the two. This connection is maintained until the information is ready to be sent from the server to the client. Once a server receives a request from a client, the connection does not close immediately; the connection is only closed once the server has sent the data back to the client or when a timeout threshold has been reached (connection timeout).
175
Can you describe the concept of containerization and its use in modern software development?
Reference answer
Showcase your knowledge of containerization and its role in software development, particularly in enabling consistent and efficient deployment across various environments. Discuss how tools like Docker facilitate this process.
176
Why do we use CSS?
Reference answer
We use CSS because of the following reasons - CSS saves time: You can write CSS once and reuse the same sheet on multiple HTML pages. - Easy Maintenance: To make a global change simply change the style, and all elements in all the webpages will be updated automatically. - Search Engines: CSS is considered a clean coding technique, which means search engines won't have to struggle to "read" its content. - Superior styles to HTML: CSS has a much wider array of attributes than HTML, so you can give a far better look to your HTML page in comparison to HTML attributes. - Offline Browsing: CSS can store web applications locally with the help of an offline cache. Using of this we can view offline websites.
177
Can we add 2D transformations to our project using CSS?
Reference answer
Yes, we can, a transformation modifies an element by its shape, size, and position. It transforms the elements along the X-axis and Y-axis. There are six main types of 2D transformations which are listed below: - translate() - rotate() - scale() - skewX() - skewY() - matrix()
178
What is Git?
Reference answer
Version control system for managing source code and collaboration.
179
Define a callback in JavaScript
Reference answer
A callback function is a function that has been passed to a new function as an argument. Through such callbacks, functions can call each other. Another advantage of callback functions is that they can run both synchronously (simultaneously) and asynchronously (one after another). In web development projects, they are typically used to perform events before a callback is executed.
180
What is code splitting, and how does it improve performance?
Reference answer
Code splitting breaks a large application into smaller bundles that are loaded only when needed. Benefits: Reduces initial load time by loading only essential code and downloading the rest when needed. Improves performance for slower networks by allowing webapp use much sooner. Example using React's lazy and Suspense:
181
What is a sidecar pattern in system design, and when is it used?
Reference answer
The sidecar pattern is a microservices design approach where auxiliary tasks (such as logging, monitoring, or authentication) are handled by a separate process that runs alongside the main application service. - Isolation: Keeps concerns separate, making the main service lighter. - Reusability: The sidecar can be used across multiple services without duplication. - Scalability: Sidecars can be scaled independently based on workload. - Example: Service meshes like Istio use sidecars for traffic management and security in Kubernetes environments.
182
What is Dependency Injection?
Reference answer
A design pattern where objects are provided dependencies externally rather than creating them inside.
183
Explain the importance of design patterns in software engineering and provide an example of one you have used.
Reference answer
Design patterns are proven solutions to common software design problems. They offer: - Reusability: Since they are proven solutions, developers can incorporate them without reinventing the wheel. - Communication: Familiar patterns can help developers communicate design concepts quickly. - Best practices: Patterns encapsulate the best practices and help maintain code consistency. - Example: The Singleton pattern ensures that a class has only one instance and provides a global point to access it, ensuring that resources are used efficiently.
184
What Is CORS?
Reference answer
Budding and professional full-stack developers are familiar with CORS. Your hiring manager expects you to summarise a meaningful explanation within a few lines. “CORS refers to cross-origin resource sharing. It uses HTTP headers to access different web resources on various domains. It allows developers to integrate web scripts effortlessly with external content of the actual domain. As a result, CORS enables seamless integration between web services.”
185
What is Java Full Stack Development?
Reference answer
It refers to the development of both the front-end (client-side) and back-end (server-side) parts of a web application. This includes Java programming language for server-side development or backend development, along with front-end technologies such as HTML, CSS, JavaScript, and frameworks such as Angular.
186
Review the following Express.js code and explain what it does: const express = require('express'); const app = express(); app.get('/hello', (req, res) => { res.send('Hello, World!'); }); app.listen(3000);
Reference answer
The code initializes an Express.js server. When a GET request is made to the /hello endpoint, the server responds with “Hello, World!”. The server listens on port 3000.
187
Describe the concept of CQRS and its benefits in software architecture.
Reference answer
CQRS stands for Command Query Responsibility Segregation. It's a pattern where the data modification (command) and data retrieval (query) operations are separated. Benefits include: - Scalability: Since read and write operations can be scaled independently. - Flexibility: Allows for optimizing read and write sides for their specific operations and workload. - Improved security: Since command and query can have different security models. - Simplified code: Each side can be optimized for its primary function.
188
Are You Aware of Design Patterns? Are You Comfortable Working With Them?
Reference answer
A design pattern is a method of solving a common problem in software design. Think of it as a template solution for problems that developers have been running into for a long time. Here are a few examples of design patterns that you can study: Creational Design Patterns: - Abstract factory - Object pool - Singleton Structural Design Patterns: - Private class data - Flyweight - Bridge
189
Describe your deployment and DevOps practices.
Reference answer
I'm comfortable with the entire deployment pipeline. I typically use Docker to containerize my applications, which ensures consistency between development and production environments. For hosting, I've worked with both traditional cloud providers like AWS and more modern platforms like Vercel and Railway. I set up CI/CD pipelines using GitHub Actions that automatically run tests, build the application, and deploy to staging when I push to the main branch. Production deployments require manual approval. I also implement basic monitoring—health checks, error tracking with Sentry, and performance monitoring. In my last role, I reduced deployment time from 30 minutes to about 5 minutes by optimizing our Docker builds and implementing better caching strategies.
190
Explain Web Worker in HTML
Reference answer
Web workers are multithreaded object which is used to execute Javascripts in the background without affecting the performance of the application or webpage. Web Workers allow for long-running scripts that are not interrupted by scripts that respond to clicks or other user interactions and allow long tasks to be executed without affecting the responsiveness of the web page. Generally, it is used for big CPU-intensive tasks. Types of Web Workers: - Shared Web Workers: It can be shared by multiple scripts. - Dedicated Web Workers: A dedicated worker is only accessible by the script which has been called it.
191
Do You Prefer AMD or CommonJS? Why?
Reference answer
There's no wrong answer to this question, but you should be ready to explain your preference. Read about the advantages of AMD and CommonJS.
192
Describe the concept of MVC architecture
Reference answer
MVC is a design pattern for organizing code in three layers: Model: Handles data and business logic (e.g., database interactions). View: Displays data to users (e.g., HTML, templates). Controller: Manages user input and communicates between Model and View. Flow: User interacts with the View → Controller processes input → Updates the Model → Changes are reflected in the View.
193
How Do You Code When SEO Is a Priority?
Reference answer
Spend some time working through SEO guides for developers so that you're aware of search engine-friendly code and can explain this to recruiters.
194
What is the purpose of the application.properties file in Spring Boot?
Reference answer
To configure values like port, database credentials, and other environment variables. Use properties like: spring.datasource.url=jdbc:mysql://localhost:3306/studentdb spring.datasource.username=root spring.datasource.password=root
195
What is a deadlock in Java?
Reference answer
A deadlock is a programming situation where two or more threads are blocked forever. This situation occurred with at least two threads or two or more resources.
196
Explain the meaning of multithreading?
Reference answer
The thread is an independent part or unit of a process (or an application) that is being executed. Whenever multiple threads execute in a process at the same time, we call this "multithreading". You can think of it as a way for an application to multitask. Advantages: - By multithreading, computing resources are also minimized and used more effectively. - The response time of the application is improved since requests from one thread do not block requests from other threads. - Consequently, if one of the threads encounters an exception, it will not affect the other threads. - Multithreading, on the other hand, uses fewer resources than running multiple processes simultaneously. - The overhead, time usage, and management associated with creating processes are much higher when compared to creating and managing threads.
197
What is RESTful API?
Reference answer
REST stands for representational state transfer. A RESTful API (also known as REST API) is an architectural style for an application programming interface (API or web API) that uses HTTP requests to obtain and manage information. That data can be used to POST, GET, DELETE, and OUT data types, which refers to reading, deleting, creating, and operations concerning services.
198
Explain the four main OOP concepts in Java with an example.
Reference answer
Encapsulation: Binding data & methods (e.g., getters/setters). Inheritance: Reusing parent class code. Polymorphism: Multiple forms (method overloading/overriding). Abstraction: Hiding implementation details. Example: A Vehicle superclass with subclasses Car and Bike shows inheritance and polymorphism.
199
What is Full Stack development?
Reference answer
Full Stack development involves developing both the front end and back end of the web application/website at the same time. This process includes three layers: - Presentation layer (frontend part responsible for user experience) - Business logic layer (backend part refers to the server side of the application) - Database layer
200
Describe how you manage dependencies and versioning in a full-stack project.
Reference answer
A strong response should start by explaining dependency management using package managers like npm or yarn. The candidate should describe maintaining separate package.json files for front-end and back-end dependencies or using a monorepo structure for larger projects, managed with tools like Lerna. For version control, they might mention using Semantic Versioning (semver) to track changes between versions, as well as version-locking mechanisms (package-lock.json in npm or yarn.lock in Yarn) to ensure consistent installations across environments. They may also discuss automating dependency updates using tools like Dependabot or Renovate to keep dependencies current without breaking functionality. Advanced candidates could describe how they handle dependency conflicts, resolve vulnerabilities using npm audit , and use CI/CD pipelines to verify that updates do not introduce regressions.