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參考答案

ACID refers to the properties that transactions in a database should exhibit. It stands for atomicity, consistency, isolation, and durability.

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The immediate steps would be to stabilize the production environment by identifying the bug's impact and applying a hotfix if possible, while communicating with stakeholders about the situation. The long-term strategy involves gradually refactoring the codebase, improving documentation, implementing automated tests, and setting up a modernization roadmap to replace outdated frameworks, all while ensuring business continuity through incremental updates and feature toggles.

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參考答案

ACID refers to the properties that transactions in a database should exhibit. It stands for atomicity, consistency, isolation, and durability.

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Spring Framework is a toolkit for making Java applications. It makes Java coding easier by offering helpful features such as putting together different parts of the app, handling repetitive tasks, and making the app easier to maintain.

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Do not just talk about media queries! Share your experience creating mobile-first designs and how you have handled different screen sizes in your projects. Assignments where you had to make your sites work on everything from phones to desktop monitors are perfect examples to showcase.

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Your answer doesn't necessarily need to be the most recent thing you learned about full-stack development. It can also be something that you recently learned from a software development project. If you go this route, contextualize the project and your role within it. If you don't have any experience yet, you can talk about any personal projects that you've created. Explain what led to you discovering something new, and how you went about studying it in greater detail. Make sure that you answer this question by detailing something practical. You don't want to tell a recruiter that you learned the definition of a theoretical concept or the syntax of a function. Since you're applying for a full-stack developer role, recruiters want to know that you can take theoretical concepts and employ them in building software.

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CI/CD is a set of practices that aim to improve software development by automating the integration and deployment processes: - Continuous Integration (CI): Developers frequently merge their code changes into a shared repository, where automated builds and tests are run to detect issues early. - Continuous Deployment (CD): The automated process of deploying the application to production environments after passing the CI pipeline, ensuring that the latest version is always available to users.

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These are three different approaches to generating and delivering web pages, each with specific use cases. Server-side rendering (SSR) generates the HTML on the server for each request. This is great for SEO because search engines get fully rendered content, and users see content faster on the first load. I'd use SSR for content-heavy sites or e-commerce where SEO is critical. Client-side rendering (CSR) sends a minimal HTML shell and builds the page with JavaScript in the browser. This creates a very interactive experience after the initial load but can hurt SEO and first-load performance. I use CSR for complex web applications where interactivity is more important than SEO—like admin dashboards. Static site generation (SSG) pre-builds all pages at build time. It's incredibly fast and secure but only works for content that doesn't change often. Perfect for marketing sites or blogs. In practice, I often use hybrid approaches—like Next.js with SSG for marketing pages and SSR for dynamic content.

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ACID ensures reliable and predictable database transactions: - Atomicity - all or nothing execution - Consistency - valid state before & after transaction - Isolation - transactions don't interfere with each other - Durability - data persists even after system failure These properties make SQL databases dependable for critical systems.

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- Create a Request: Enter the API endpoint, method (GET, POST, etc.), and headers. - Send Data: - Add query params, body (JSON, form data), or headers. - Send Request: Click "Send" to view the response. - Collections: Group requests for testing workflows or environments. Assertions: Use the Tests tab to write scripts (JavaScript) for automated validation of responses. Example: pm.test("Status is 200", () => { pm.response.to.have.status(200); });

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This is not just about knowing SQL queries – it is about understanding database design and performance optimization. Share examples from your projects where you had to think about database efficiency.

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Promise in Java is not a built-in language but includes programming concepts related to asynchronous programming and concurrency. It is a representation of a value that may not be available yet but will be resolved in the future. It's a way to write code that can be later executed asynchronously and then wait for the result. - Pending- Neither rejected nor fulfilled - Fulfilled- Promise action is fulfilled successfully - Rejected: Promise action is failed to be completed - Settled: Either the action is fulfilled or rejected

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Pair programming is a collaborative system or technique where one person writes code while the other observes to ensure the code is written correctly. This allows you to identify bugs sooner, and developers can share knowledge to write better code. Pair programming can be especially useful for working with new hires. Your interviewer wants to know how you work on a team with other programmers and if you have experience collaborating while programming. You may want to give an example of when you have collaborated using pair programming and what you learned from collaborating on that team.

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For front-end development, I primarily work with React and TypeScript. I love React's component-based architecture because it makes building reusable UI elements so much easier. I pair it with libraries like Material-UI for consistent design and React Query for data fetching. On the back-end, I'm most comfortable with Node.js and Express, though I've also worked with Python and Django on a few projects. For databases, I typically reach for PostgreSQL when I need strong consistency and relationships, or MongoDB when I'm dealing with more flexible data structures. Recently, I've been experimenting with Next.js because it lets me handle both the front-end and API routes in one framework, which speeds up development quite a bit.

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Use Spring Security, token-based auth, HTTPS, and validation checks.

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Use the STAR method for clear storytelling: - Situation: Describe the issue context - Task: Define responsibilities - Action: Detail debugging steps taken - Result: Present the outcome This structured approach reflects analytical and problem-solving skills.

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Both the tags (

and ) are used to represent the part of the web page. The

tag is used as the block component, and the tag is used as an inline component.

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tag: The div tag is known as the Division tag. It is a block-level tag & is used in HTML to make divisions of content on the web page (text, images, header, footer, navigation bar, etc). Div tag has both openings (

) and closing (

) tags, and it is mandatory to close the tag. - tag: The HTML span element is a generic inline container for inline elements and content. It is used to group elements for styling purposes (by using the class or id attributes). A better way to use it is when no other semantic element is available.

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Strategies include indexing frequently queried columns, using query caching with Redis or Memcached, implementing database read replicas for load distribution, partitioning large tables, and optimizing queries with EXPLAIN plans. Connection pooling and denormalisation also reduce overhead.

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The candidate should demonstrate their conflict resolution skills and their ability to communicate effectively to reach a consensus.

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We were building an MVP for a startup that needed to launch before a major industry conference in six weeks. The feature they wanted required integrating with a third-party API that had inconsistent response times and occasionally went down. The ‘right' solution would have been to build a robust queuing system with retry logic and fallback strategies, but that would have taken three weeks just for that feature. Instead, I proposed a simpler approach: implement basic error handling and user notifications when the API was unavailable, but plan to rebuild it properly after launch. I documented exactly what we were cutting corners on and estimated the effort to fix it later. We delivered on time, got great feedback at the conference, and secured funding. Two months later, I led the effort to replace the quick solution with the proper implementation. The key was being transparent about the trade-offs and planning for the technical debt from day one.

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Your ability to evaluate new technologies critically, consider both internal (developer experience or DX) and external (user experience or UX/performance) impacts. They want to see if you can participate in strategic architectural decisions, not just implement them, showing a holistic view of the product.

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GET (retrieve data), POST (submit data), PUT (update existing data), DELETE (remove data), and PATCH (apply partial modifications).

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Scalability refers to a system's ability to handle increased load by upgrading hardware or modifying its architecture. It is categorized into: - Vertical Scaling (Scaling Up): Increasing the capacity of a single server by adding more CPU, RAM, or storage. - Horizontal Scaling (Scaling Out): Adding more servers to distribute the load, improving fault tolerance and performance.

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You can start by listing the advantages and disadvantages of working independently and in a team environment. This shows that you understand both of these modalities well. Then, honestly share your preference. Explain why that's your preference. Maybe you prefer working in a team because interacting with others energizes you. Or perhaps you prefer working alone because it helps you focus. Before answering, consider whether the job description mentions that candidates need to be able to work in a particular way. For example, if the job description mentions that full-stack developers need to be able to work independently, then you can state that you have a preference for working that way.

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I was working on a data dashboard where the designer had created beautiful mockups with complex animations and real-time charts. The marketing team wanted it to feel ‘alive' and dynamic. But when I started implementing it, I realized the performance would be terrible—we'd be making API calls every few seconds and re-rendering large datasets constantly. Instead of just saying ‘no,' I built a quick prototype to show them what the performance issues would look like. Then I worked with the designer to create alternative animations that would give the same dynamic feel but with better performance. We also compromised on the real-time aspect—instead of live updates, we refresh every 30 seconds with a subtle loading indicator. I made sure to explain the trade-offs in terms they cared about: user experience and bounce rates rather than technical jargon. The final result looked great and performed well, and the marketing team was happy with the engagement metrics.

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- Horizontal scaling (scaling out/in): Involves adding more machines to or removing machines from the existing pool. It can cater to increased traffic or reduce cost when traffic is low. - Vertical scaling (scaling up/down): Involves adding more power (CPU, RAM) to an existing machine. It can improve the performance of a single instance but has an upper limit based on the machine's max capabilities.

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I would use a relational schema with tables: `Users` (id, username, email), `Posts` (id, title, content, user_id, created_at), and `Comments` (id, content, post_id, user_id, created_at). Foreign keys link `Posts.user_id` to `Users.id` and `Comments.post_id` to `Posts.id`, with indexes on foreign keys for performance.

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Experienced developers mention automated testing, build pipelines, environment management, and deployment strategies. They should discuss Docker, Kubernetes, cloud platforms (AWS/GCP/Azure), and monitoring setup.

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Use the help of the following resources: - Online courses: Proleed Academy, Udemy, Coursera, Plural sight - Blogs and Websites: Smashing Magazine, CSS-Tricks, MDN Web Docs - Communities: GitHub, Stack Overflow, Reddit Share how you implement new knowledge into your projects.

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Candidates should share a specific example. Look for stories that show they're able to: Identify a problem and recognize the benefits of resolving it; Propose a practical and easy-to-implement solution, such as introducing a new tool or simplifying a workflow; Achieve a specific outcome with their intervention, such as increasing productivity or reducing errors.

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Responsive design is an approach to web development that ensures web applications render well on a variety of devices and window or screen sizes. It involves using flexible grids, layouts, images, and CSS media queries to adapt the UI to different screen sizes and orientations, providing an optimal user experience across devices.

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Multipart Form Data: The ENCTYPE attribute of the

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In Javascript, a callback is a function that is passed as an argument for a different function.

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A RESTful endpoint represents a specific operation on a resource. To create a RESTful endpoint, you follow the standard HTTP methods (GET, POST, PUT, DELETE) to interact with resources. Each resource is identified by a unique URL. For example: - GET /users: Retrieves a list of users. - POST /users: Creates a new user. - PUT /users/{id}: Updates an existing user with a specific ID. - DELETE /users/{id}: Deletes a user with a specific ID.

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Give an honest answer. Don't exaggerate your volunteer experience or say that you want to backpack around the world if that's not who you are. You can list more mundane things, like hanging out with your dog, if that's what you really enjoy.

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Continuous Integration (CI) is the practice of automatically integrating code changes into a shared repository multiple times a day. With CI, every time a commit is pushed to the repository, automated tests are run to ensure the changes don't break the application. Version control ensures that the code is tracked and that the latest changes are always available for integration.

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Reflect on your own motivations, especially those related to previous projects and work experience. Here are some of the things that commonly drive professionals: - Working on big, important projects - Helping a company outdo its targets - Learning new things - Collaborating with others in a team environment - Mentoring younger developers - Solving challenging problems

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Teams can together work on distinct parts of the system and later combine their changes using pull requests. This way boosts team capability.

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Expect skilled developers to have a systematic approach. They might explain how they'd: Use developer tools in different browsers to identify the issue; Check browser compatibility tables to see if the feature is supported across browsers; Identify the offending code snippet, for example by using a process of elimination; Use polyfills or transpilers.

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By using Agile methodologies, maintaining a clear backlog, and regularly communicating with the team.

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A promise is an object in JavaScript that represents the eventual completion—or failure—of an asynchronous operation and its resulting value. They have three states: pending, fulfilled and rejected. They provide methods to handle asynchronous operations more gracefully than traditional callbacks: .then(), .catch(), .finally(). This prevents callbacks hell and helps in keeping your code clean and readable.

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Given an image and the task is to set the image to align to center (vertically and horizontally) inside a bigger div. It can be done by using the position property of the element. This example uses the position property to make the image align to the center. Horizontal and Vertical alignment

Output

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The most efficient way to solve this issue is to use queues. So, when a request is made to your API, a separate job will be created and added to a queue. This job will be executed independently to the requested endpoint, thereby allowing the server to respond without any delay. Some of the best queue providers are Redis, Beanstalkd, and Amazon SQS.

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Dependency injection is a design pattern that aims to free a class from its dependencies by separating the instantiation of an object from the way that it is used in a program.

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The number isNan function determines whether the passed value is NaN (Not a number) and is of the type "Number". In JavaScript, the value NaN is considered a type of number. It returns true if the argument is not a number, else it returns false.

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| Features | @Controller | @RestController | |---|---|---| Usage | It marks a class as a controller class. | It combines two annotations i.e. @Controller and @ResponseBody. | Application | Used for Web applications. | Used for RESTful APIs. | Request handling and Mapping | Used with @RequestMapping annotation to map HTTP requests with methods. | Used to handle requests like GET, PUT, POST, and DELETE. | Note: Both annotations handle requests, but @RestController prioritizes data responses for building API.

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Marks a class as a table in the database. Example: @Entity class Student { @Id int id; String name; }

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- Frontend: The components with which the users interact and that are visible to them - designs, styles, animations, DOM structure, forms, JavaScript behavior. - Backend: Programming that is done on the server - APIs, databases, authentication, routing, file handling, security. These technologies form the core foundation of modern web development.

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SQL injection is a way for hackers to try to mess with databases by tricking them into running bad code. You can stop it by being careful with user inputs and using special techniques to handle them safely.

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CORS refers to cross-origin resource sharing. It's a browser mechanism that allows web pages in one domain to have controlled access to resources in other domains (cross-domain requests). This allows scripts that are run on a browser client to interact with and access resources from other origins. In doing so, it extends and provides greater flexibility to the SOP (Same-Origin Policy). Same-origin policies restrict the ability of a website to access resources outside of its source domain. For example, a JavaScript app that wants to make a call to an API (Application Programming Interface) that runs on another domain will be blocked due to the SOP. A CORS policy was implemented to circumvent restrictions caused by same-origin policies.

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Callback Hell, also known as the pyramid of doom, refers to a situation in JavaScript where multiple nested callbacks make the code difficult to read, debug, and maintain. It often occurs when asynchronous operations depend on each other in a nested structure.

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Share your experience juggling multiple assignments and team projects. What tools did you use? How did you manage deadlines? Why This Matters Full stack developers often handle multiple projects simultaneously, and employers need to know you can manage your time effectively.

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Adding pagination to a RESTful API can be done in multiple ways, but assuming a standard implementation, the best option is to go with query parameters. Query Parameters: Using limit and offset (or page and size). Back-End Implementation: In the backend, we're turn those query params into something like: SQL code: In code: Include total count and current page in the response for better UX.

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Database connection pooling is a technique that reuses a set of database connections instead of opening and closing connections for every request. Benefits: - Reduces latency by avoiding frequent connection setup. - Optimizes resource usage, especially for high-traffic applications. - Improves scalability by managing concurrent connections efficiently. Popular tools: HikariCP, Apache DBCP, pgBouncer.

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A good full-stack developer can find the right tools for the problem at hand. They do this by: - Studying the project requirements thoroughly - Researching similar projects and looking at the tech stack they used - Taking stock of the compatibility requirements - Looking at the pricing structure of any paid tools that you might be considering using in the project and determining whether they fit the budget - Selecting the languages that will help you solve the hardest problems of the project the most easily

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Rollback is the process of reverting to a previous stable version of an application after a deployment fails or introduces issues. This can be done by reverting to a previous Git commit or using deployment tools that store previous versions for easy rollback.

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Our company needed a customer onboarding system to replace a manual process that was taking our customer success team hours per new client. I owned this project from requirements gathering through deployment. I started by shadowing the customer success team to understand their current workflow and pain points. Then I designed a system that would automate the repetitive tasks while still allowing for customization. I built both the frontend interface for the customer success team and the backend APIs to integrate with our existing customer database. I also created a simple dashboard for customers to track their onboarding progress. The trickiest part was migrating existing customers without disrupting their experience. I coordinated with stakeholders throughout the process, giving weekly demos and incorporating feedback. The system reduced onboarding time from 4 hours to 45 minutes per customer and improved our customer satisfaction scores for the onboarding process from 3.2 to 4.6 out of 5.

參考答案

ACID stands for Atomicity, Consistency, Isolation, and Durability. Atomicity ensures transactions are all-or-nothing; Consistency maintains database rules before and after; Isolation prevents interference between concurrent transactions; Durability guarantees committed transactions persist even after system failure.

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Process of reducing redundancy and ensuring data integrity in database tables.

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Here are the most important qualities that a full-stack developer should possess: - Problem-solving skills - Creativity - Time management - Attention to detail - Collaboration - Technical prowess

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Reproduce the Issue: Identify when and where it happens. Frontend Debugging: Use browser DevTools to inspect network requests (e.g., check HTTP status codes, payloads). Check console errors for clues. Back-End Debugging: Check server logs for errors or trace logs for the request. Add breakpoints or use a debugger (e.g., Node.js Inspector). Communication Point: Verify API endpoints, payload structure, and data format. End-to-End Testing: Test the workflow with tools like Postman to isolate the layer causing issues.

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@RestController annotation is like a shortcut to building RESTful services. It combines two annotations: - @Controller : Marks the class as a request handler in the Spring MVC framework. - @ResponseBody : Tells Spring to convert method return values (objects, data) directly into HTTP responses instead of rendering views. It enables us to Define endpoints for different HTTP methods (GET, POST, PUT, DELETE), return data in various formats (JSON, XML, etc.) and map the request parameters to method arguments.

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Containers, like Docker, package an application and its dependencies into a single object, ensuring consistency across environments.

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Test-driven development (TDD) is a software development process where tests are written before code, following a Red-Green-Refactor cycle. First, a failing test is written (Red), then minimal code is written to pass it (Green), and finally code is refactored for quality. This ensures code reliability and coverage.

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"In five years, I see myself as a senior full stack developer, leading complex projects and mentoring junior developers. I also hope to have become an expert in cloud technologies and contribute to our company's adoption of cutting-edge solutions."

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These services are a way to make web apps communicate with each other using simple internet rules. They're important for making modern web apps in Java because they keep things simple and flexible.

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What to Listen For: - Proficiency in at least two to three popular languages such as Java, Python, Ruby, PHP, C++, or JavaScript for both front-end and back-end development - Specific examples of projects where they've applied these languages to solve real-world problems - Understanding of when to use each language based on project requirements and performance considerations

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Here are some examples of full-stack development trends in 2022: - Low-code development software - Mixed reality software - Blockchain projects

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I would first understand the client's underlying need and explore if existing components can be adapted or configured to meet their requirements. If not, I would present the trade-offs, such as increased maintenance cost and potential scalability issues, and propose alternative solutions that align more closely with the design system. This involves negotiating with the client and product manager, possibly offering a compromise like a one-off custom component with a plan to later integrate it into the system if it proves valuable.

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"REST (Representational State Transfer) is an architectural style for building APIs that uses standard HTTP methods to access and manipulate resources. GraphQL, on the other hand, is a query language for APIs that allows clients to request specific data, avoiding over-fetching. REST APIs often return fixed data structures, which can lead to over-fetching, while GraphQL allows clients to request only the data they need. GraphQL is more flexible and efficient for complex applications with diverse data requirements, while REST is simpler and well-suited for basic CRUD operations."

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In Express JS, you can configure properties using the app.set() method. This method allows you to set various properties and options which affects the behavior of the Express application. app.set(name, value); Here, name represents the name of the property you want to configure, and value is the value you want to assign to that property. Express provides a wide range of properties that you can configure based on your application's requirements.

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JPA (Java Persistence API) - specification for ORM. Hibernate - implementation of JPA. It maps Java objects to database tables.

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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

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We need three important things: for the front end (React or Angular), for the back end (Spring Boot), and a place to store data ( MySQL).

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I have extensive experience with React, using component-based architecture, hooks for state management, and Context API for global state. Best practices include splitting components by responsibility, using PropTypes or TypeScript, and optimising performance with memoization. For Angular, I follow modular design with lazy loading, and for Vue.js, I use Vuex for state management and composition API.

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WebSockets provide a full-duplex communication channel over a single, long-lived connection, enabling real-time data exchange between client and server.

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In Express.js, you can serve static files using the built-in express.static middleware. This middleware function takes the root directory of your static files as an argument and serves them automatically.

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A detailed answer should begin with an explanation of containerization and how Docker allows developers to package an application with all its dependencies, creating a consistent environment across development, testing, and production. The candidate should mention using Docker to build lightweight images of front-end and back-end services, and orchestrate these with Docker Compose to handle multi-container setups for services like databases, APIs, and client-side code. They might describe the benefits of containerization for reducing "it works on my machine" issues by ensuring that each environment is identical, regardless of the host system. Additionally, they could mention using Docker in CI/CD pipelines to build, test, and deploy applications reliably, and tools like Kubernetes for managing and scaling containers in production. Candidates may also explain how they handle persistent storage, manage environment variables securely in Docker, and implement networking between containers for full-stack setups.

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Responsive Web Design (RWD) is an approach that ensures websites adapt to different screen sizes and devices for an optimal user experience. It uses flexible layouts, fluid grids, and CSS media queries to adjust elements like text, images, and navigation. This technique allows websites to be mobile-friendly, improving accessibility, SEO, and user engagement across desktops, tablets, and smartphones.

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The candidate's response should reflect their ability to motivate and communicate urgency effectively while maintaining a positive team environment.

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A full stack developer is faced with many considerations before settling on a tech stack. Their answer will show how they think about choosing technologies. This question is also an opportunity for you to gauge how much experience they've had with the available tech — and which tool sets they prefer.

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Spring Data is a powerful framework that can be used to develop data-oriented applications. It aims to simplify the development of data-centric applications by offering abstractions, utilities, and integration with various data sources. - Spring Data JPA: This project provides support for accessing data from relational databases using JPA.

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Load balancing is the process of distributing incoming network traffic across multiple servers to ensure no single server is overwhelmed. It improves fault tolerance, prevents downtime, and optimizes response times. Types of Load Balancers: - Hardware-based (dedicated devices). - Software-based (Nginx, HAProxy). - Cloud-based (AWS Elastic Load Balancer). Common Load-balancing Strategies: - Round Robin: Requests are distributed sequentially among available servers. - Least Connections: Traffic is directed to the server with the fewest active connections. - IP Hashing: Requests are routed based on the client's IP address to maintain session consistency. Benefits of Load Balancing: - Prevents server overload. - Improves application availability and fault tolerance. - Enhances scalability and response times.

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Challenge: Managing State Across Frontend and Backend. Solution: Use global state management tools (e.g., Redux, Zustand) and APIs with clear data contracts. Challenge: Scalability Issues. Solution: Optimize database queries, implement caching, and use scalable cloud infrastructure. Challenge: Security Concerns. Solution: Implement secure authentication (e.g., OAuth2), sanitize inputs, and follow OWASP guidelines. Challenge: Maintain a consistent quality level across the entire codebase (both frontend and backend code). Solution: Implement a robust testing strategy that includes: unit testing, integration testing, end-to-end testing, and regular code reviews. Challenge: Keeping Up with Technology Updates. Solution: Adopt modular architecture to replace outdated tech incrementally. Challenge: Debugging Complex Interactions Between Frontend and Backend. Solution: Use end-to-end testing frameworks (e.g., Cypress) and logging tools for tracing issues.

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Behavior of software system where the output is dependent on the sequence or timing of other uncontrollable events

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Look for specific examples that illustrate teamwork qualities. Skilled candidates might mention strategies such as: Using collaboration tools such as Jira or Trello; Participating in regular stand-ups or sprint planning meetings; Looking for ways to harness everyone's skills and expertise.

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Used for dependency injection. Example: @Service class StudentService { } @RestController class StudentController { @Autowired StudentService service; }

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React Router is a standard library for routing in React. It enables the navigation among views of various components in a React Application, allows changing the browser URL, and keeps the UI in sync with the URL. To install react router type the following command. npm i react-router-dom

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'git rebase' moves commits from one branch to another, making a straight, linear history. Use rebase to enhance and clean up the commit history before merging.

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- Database Schema: The structure or blueprint of a database, including tables, views, indexes, and relationships between tables. - Database Instance: A specific running instance of a database, which contains the data and is based on the schema.

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Flexbox: Designed for one-dimensional layouts (row or column). Best for aligning items within a container. Example use cases: Navigation bars or centering elements. CSS Grid: Designed for two-dimensional layouts (rows and columns). Best for creating complex grid-based layouts. Example use cases: Full-page layouts or dashboards.

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- It is a software development technique where two developers work together in the same machine system. One developer who writes the code is known as the driver and the other developer who checks the code is called the navigator. - One of the disadvantages is higher development costs because two resources are working on one single task at the same time.

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MVC is like a blueprint that helps organize how an app works. It has 3 parts, - The model is like the app's memory, a database. - View which is what the user sees and interacts with, a User Interface - Controller which handles user actions and updates the model and view accordingly.

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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.

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Immutable infrastructure refers to creating infrastructure that cannot be modified after deployment. Instead of updating existing servers, new instances are created for each deployment. This improves reliability, as it avoids configuration drift and ensures that each environment is identical, which aligns with DevOps' automation and consistency goals.

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A JWT is a compact, secure token used for authentication in stateless systems. It contains three parts: - Header (type + algorithm) - Payload (user data/claims) - Signature (verification hash) JWTs are commonly used in APIs, mobile apps, and modern authentication workflows.

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Using a testing framework like Jest: `test('sum of array', () => { expect(sum([1, 2, 3])).toBe(6); expect(sum([])).toBe(0); expect(sum([-1, 1])).toBe(0); });`. The function `sum` iterates over the array and returns the total, handling edge cases like empty arrays.

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The MERN stack is a popular JavaScript-based web development framework for building modern web applications. It consists of four key technologies working together: - MongoDB (Database): MongoDB is a NoSQL document database used to store the application's data. It's flexible and scalable, ideal for handling large amounts of information. - ExpressJS (Backend Framework): ExpressJS is a NodeJS web application framework that provides tools for creating APIs and handling HTTP requests. It acts as the server-side logic of the application. - React (Frontend Library): React is a JavaScript library for building user interfaces (UIs). It's used to create dynamic and interactive front-end components of the website that users interact with. - NodeJS (Backend Runtime Environment): NodeJS is a JavaScript runtime environment that allows you to run JavaScript code on the server. It's what powers the backend (ExpressJS) of the application.

參考答案

There are three types of pop boxes available in JavaScript.

100

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The candidate should demonstrate an in-depth understanding of REST principles such as statelessness, caching, uniform interface, and should be able to explain how to implement them.

101

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You can answer this question by recounting a project that you built that displayed one or more of the characteristics of good software implementations: - Usability - Reliability - Accuracy - Robustness - Correctness

102

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Below is a list of tools that you can use to test code functionality: - Selenium - WebDriverIO - Chai - Karma - Jasmine - Mocha - Nightwatch

103

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A website's usability is largely dependent on its loading speed. Strategies you can use to optimize load times include using image files that aren't larger than necessary, compressing JavaScript, CSS, and HTML files, using a content distribution network, and avoiding redirects. Ensuring fast load times is critical for high conversion rates and revenue generation through your website. Your interviewer wants to know if you know how to improve their systems and what your process would be to implement those changes. To showcase your experience, give examples of times you've optimized software or websites.

104

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API versioning ensures clients are not broken by changes. Common approaches include URL versioning (e.g., `/v1/users`), header versioning, or query parameters. For backward compatibility, I avoid breaking changes by adding new fields or endpoints, deprecating old ones over time, and providing migration guides.

105

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A strong response would involve a detailed description of a project where the candidate implemented responsive design principles to ensure the app or website functioned well on different devices and screen sizes. They might discuss challenges such as ensuring consistency across devices, managing images and media queries, and optimizing performance, and talk about strategies they used to overcome them.

106

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Examine several parts of a system to make sure that when integrated, these parts behave as expected

107

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I have worked with React, which uses components, JSX syntax, state management via hooks like `useState`, and props for data flow. Virtual DOM optimises rendering. I also understand Angular's modules, services, and dependency injection, and Vue.js's reactive data binding and template syntax.

108

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The candidate should talk about secure protocols like HTTPS, using SSL/TLS for encryption, secure tokens for APIs, and methods to protect against common security threats such as SQL injection or Cross-Site Scripting (XSS). Evidence of knowledge in security best practices and implementation is key here.

109

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You can use the following techniques to locate a memory leak: - Memory profilers - Heap dumps - Verbose garbage collection Read more about memory leaks.

110

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I break down tasks into manageable chunks, prioritise based on impact and urgency using frameworks like MoSCoW, and communicate with the team to align on goals. I use agile methodologies, focusing on minimum viable products (MVPs) and iterating, while maintaining code quality through automated testing.

111

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Event delegation is a technique where a single event listener is added to a parent element to handle events from its child elements via event bubbling. It is useful because it reduces memory usage, improves performance by minimising listeners, and handles dynamically added elements without re-attaching handlers.

112

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I start by identifying the main resources and their relationships. Let's say I'm building an API for a blog platform. I'd have resources like users, posts, and comments. I follow RESTful conventions: GET /posts for listing posts, POST /posts for creating them, GET /posts/:id for individual posts, and so on. I always include proper status codes—201 for successful creation, 404 for not found, 422 for validation errors. For relationships, I use nested routes when it makes sense, like GET /posts/:id/comments. I also implement pagination early, versioning through headers, and consistent error response formats. Authentication goes through JWT tokens in the Authorization header. I document everything with tools like Swagger so the front-end team knows exactly what to expect.

113

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Experienced developers compare client-side state (Redux, Context), server state (React Query), and session management. They should discuss when to store state client-side vs server-side and synchronization strategies.

114

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Monolithic Architecture: In this approach, all components of an application are integrated into a single, cohesive unit. While simpler to develop initially, it can become unwieldy as the application grows, leading to scalability and maintenance challenges. Microservices Architecture: This design breaks down an application into smaller, independent services, each responsible for a specific functionality. This modularity allows for better scalability, flexibility, and easier maintenance, as each service can be developed, deployed, and scaled independently.

115

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I use CSS media queries to apply styles based on viewport size, e.g., `@media (max-width: 768px) { ... }`. Flexible layouts with Flexbox or Grid, relative units like percentages or rem, and responsive images with `max-width: 100%` ensure adaptability across devices.

116

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Pair programming is a software development technique where two programmers work together at one workstation. One writes the code (the driver) while the other reviews each line of code as it is typed (the observer or navigator). They frequently switch roles to ensure code quality and knowledge sharing.

117

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Clearly differentiate between microservices and monolithic architectures, emphasizing the advantages of microservices in terms of scalability, flexibility, and easier maintenance. Provide examples or experiences working with either approach.

118

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Benefits: - Scalability: Individual components can be scaled independently. - Flexibility in technology: Different services can use different technologies suited to their needs. - Easier deployment & fault isolation: A failure in one service doesn't mean the whole system goes down. Drawbacks: - Complexity: More services can mean more complexity in terms of deployment, monitoring, and management. - Network latency: Increased communication between services can introduce latency. - Data consistency: With data often split among different services, maintaining data consistency can be challenging.

119

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NoSQL databases provide tools for storing and retrieving data modeled in non-tabular relations. Here are the main types of NoSQL databases: - Graphs - Column-oriented databases - Key-value databases - Document-oriented databases.

120

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In Javascript, a callback is a function that is passed as an argument for a different function.

121

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Although we strive for nothing short of excellence, no man is an island. You're bound to encounter issues as a full-stack developer. In fact, if you haven't, you lack experience. So, the recruiter doesn't care about the details of your answer; they want to know whether you're willing to talk about your flaws and what you've learned from them. “Although I've encountered numerous issues during my past work, a complicated one was where the site broke after an upgrade. Luckily, I've always actively communicated with my peers. So, they were quick to jump in and take over. This made me realise the importance of teamwork.”

122

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I run cross-browser testing using tools like Browser Stack, Sauce Labs, or the developer tools that come with any browser, making sure the functionality, layout, and performance are as expected across different enables and browsers.

123

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Every company appreciates an efficient and scalable website; the one interviewing is no different. Your potential employer wants to know if you're familiar with the tricks of optimising a website. “There are endless ways to optimise a website. However, my favourite site optimisation methods are minimising DNS lookups, leveraging caching, reducing request size, specifying graphic dimensions, and executing gzipping.

124

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Candidates are expected to demonstrate their ability to translate technical jargon into layperson's terms and gauge understanding effectively.

125

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Look for mentions of normalization, indexing strategies, relationship modeling, and choosing SQL vs NoSQL. They should discuss migrations, data integrity, and optimizing queries for common access patterns.

126

參考答案

I would evaluate the framework's maturity, community support, and potential impact on performance and user experience. I would propose a proof-of-concept or pilot project to test the framework on a small, non-critical feature, measuring bundle size, stability, and developer productivity. The decision would involve discussing trade-offs with the front-end team and engineering manager, considering both developer experience (DX) and user experience (UX), and ensuring a fallback plan if the framework causes issues.

127

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Physical and Logical tags are used in HTML for better visibility and understanding of the text by the user on the web page. However, both tags differ from each other as suggested by their names. a) Logical Tag: This tag is used in HTML to display the text according to the logical styles. Following are the Logical tags commonly used in HTML. - : It defines an abbreviation that is used to define the abbreviation or short form of an element. - : It is used to define an acronym. -

: It defines an address element. - : It defines citation ie., used to define the title of a work. -

: It defines computer code text.
- : It defines a long quotation.
- : It stands for delete and is used to mark a portion of text which has been deleted from the document.
- : It represents a definition element and is used to represent a defining instance in HTML.
- : It is used to specify a block of inserted text.
- : It defines keyboard text.
- : It defines preformatted text.
- : It defines a short quotation.
- : It defines sample computer code.
- : It defines strong text.
- : It defines a variable ie., used to specify the variable in a mathematical equation or in a computer program.
b) Physical Tag: This tag is used in HTML to provide actual physical formatting to the text. Following are the Physical tags commonly used in HTML. Please refer to the Physical and Logical Tags in HTML article for further details.
- : It defines bold text.
- : It defines the big text.
- : It defines italic text.
- : It defines small text.
- ^{: It defines superscripted text.
- _{: It defines subscripted text.
- : It defines teletype text.
- : It is an Unarticulated Annotation ie., underline element, which is used to underline the text enclosed within the  tag. It is deprecated, use styles instead.}}


                        
            
                
                    128
                    
                    
                
                
                    參考答案
                    The term 'Use District' appears to be a typo or unclear in the provided content. Assuming it refers to 'Use Strict' in JavaScript: benefits include preventing the use of undeclared variables, eliminating silent errors, and improving performance. Disadvantages include that some older browsers may not support it, and it can cause issues with certain libraries that rely on non-strict behavior.
                
            
        
                        
            
                
                    129
                    
                    
                
                
                    參考答案
                    A full-stack engineer is the one in charge of choosing technologies the project will run on. You want to make sure that your future hire is familiar with the most popular tech stacks used to support high-traffic platforms.
Here is a quick rundown of three widely used technology stacks:
- LAMP (short for Linux, Apache, MySQL, PHP) is a go-to stack for most web development projects. Facebook, for one, is built on LAMP.
- MERN (short for Mongo.DB, Express, React, Node.js) is a newer tech stack that's gaining traction among web developers, especially for e-commerce and startup projects.
- MEAN (short for MongoDB, Express, Angular.js, Node.js) is a similar stack to MERN, with the only difference being the use of Angular.js instead of React. This set of technologies is a top choice for app development.
                
            
        
                        
            
                
                    130
                    
                    
                
                
                    參考答案
                    Candidates should demonstrate the ability to negotiate conflicting requirements, prioritize based on business value, technical feasibility, or user experience, and come up with a practical solution.
                
            
        
                        
            
                
                    131
                    
                    
                
                
                    參考答案
                    Cross-Origin Resource Sharing (CORS) is a mechanism that allows resources from one domain to be accessed by another domain. To handle CORS, servers can set appropriate HTTP headers (like Access-Control-Allow-Origin) to specify which origins are allowed to access the resources.
                
            
        
                        
            
                
                    132
                    
                    
                
                
                    參考答案
                    Eventual consistency is a consistency model in distributed systems where updates are propagated asynchronously, ensuring all nodes become consistent over time. It is used in NoSQL databases like DynamoDB and Cassandra, where availability is prioritized over immediate consistency.
                
            
        
                        
            
                
                    133
                    
                    
                
                
                    參考答案
                    Here are the most important Full Stack interview questions and answers to help you conduct effective technical interviews.
These questions are designed to assess practical coding skills, problem-solving abilities, and technical knowledge relevant to real-world development work.
                
            
        
                        
            
                
                    134
                    
                    
                
                
                    參考答案
                    Full stack development covers the entire application lifecycle - from building the user interface to writing backend logic, managing databases, and integrating external services.
Clear distinction of responsibilities demonstrates conceptual understanding.
                
            
        
                        
            
                
                    135
                    
                    
                
                
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                    | 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 |
                
            
        
                        
            
                
                    136
                    
                    
                
                
                    參考答案
                    MVC is a software design pattern that separates an application into three interconnected components:
- Model: Manages the data and business logic.
- View: Displays the data (the user interface).
- Controller: Handles user input and interacts with the Model to update the View. This separation facilitates modular development, easier testing, and maintenance.
                
            
        
                        
            
                
                    137
                    
                    
                
                
                    參考答案
                    A Git repository is a storage space where your project's code and its version history are stored. To create a new Git repository, use the command git init in your project directory. This initializes a new repository and allows you to start tracking the changes made to the files.
                
            
        
                        
            
                
                    138
                    
                    
                
                
                    參考答案
                    A framework that simplifies Spring development by providing auto-configuration, embedded servers, and production-ready features.

Auto Configuration
Embedded Tomcat/Jetty
Easy to create REST APIs
Ready for Microservices
Simplified Dependency Management
                
            
        
                        
            
                
                    139
                    
                    
                
                
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                    A few things matter most to me here. First, naming things clearly so the code reads almost like documentation. If I need a comment to explain what a function does, I usually try to rename the function instead. Second, keeping functions and components small and single-purpose. Code is easy to maintain when you can understand any given piece in isolation. I also write tests for logic that has any real complexity, not to hit a coverage number, but because tests are documentation that also runs. And honestly, just leaving things better than I found them. If I'm working in an area and I see something confusing, I'll clean it up or leave a comment explaining the context.
                
            
        
                        
            
                
                    140
                    
                    
                
                
                    參考答案
                    ORM is a technique that enables developers to interact with a database using application code in their preferred programming language, rather than SQL. This makes data manipulation and retrieval easier by automatically converting data between incompatible type systems. Examples include: Sequelize and TypeORM for Node.js; Hibernate for Java; Entity Framework for .NET; Django ORM for Python.
                
            
        
                        
            
                
                    141
                    
                    
                
                
                    參考答案
                    A connection leak occurs when a database connection is not properly closed after use, leading to exhausted connection pools and application failures. To fix it, ensure that connections are closed in a finally block or using try-with-resources in Java, which automatically closes resources after the block is executed.
                
            
        
                        
            
                
                    142
                    
                    
                
                
                    參考答案
                    Cross-Site Scripting (XSS) occurs when malicious scripts are injected into web pages, often through user input. To prevent XSS, I sanitize user input using libraries like DOMPurify, escape output with template engines, set HTTP security headers like Content-Security-Policy, and avoid unsafe JavaScript methods like `innerHTML`.
                
            
        
                        
            
                
                    143
                    
                    
                
                
                    參考答案
                    Front end development focuses on the user interface and user experience, dealing with technologies like HTML, CSS, and JavaScript that run in the browser. Back end development involves server-side logic, databases, and APIs, handling data processing, storage, and server configuration.
                
            
        
                        
            
                
                    144
                    
                    
                
                
                    參考答案
                    A blue-green deployment strategy employs two environments, one known as blue and the other as green. The quality assurance processes and testing are done in the blue environment while traffic is directed to the green environment. Rolling deployments don't have different staging environments. They simply deploy updates to running instances as and when required. Read more about different deployment strategies.
                
            
        
                        
            
                
                    145
                    
                    
                
                
                    參考答案
                    The candidate should distinguish between the two loading strategies and discuss the trade-offs related to performance, like memory usage and query optimization. The ability to justify their choice based on the application's needs reflects their depth of understanding ORM practices.
                
            
        
                        
            
                
                    146
                    
                    
                
                
                    參考答案
                    At a glance, the code seems to be okay as it correctly uses the key prop when mapping through items. However, potential issues might include:
- No type checking for this.props.items. Using PropTypes or TypeScript could ensure items is always an array.
- No checks for the existence or length of this.props.items, which might be important for handling empty states or preventing errors if items isn't passed.
                
            
        
                        
            
                
                    147
                    
                    
                
                
                    參考答案
                    The position property in CSS tells about the method of positioning for an element or an HTML entity. There are five different types of position properties available in CSS:
- Fixed
- Static
- Relative
- Absolute
- Sticky
The positioning of an element can be done using the top, right, bottom, and left properties. These specify the distance of an HTML element from the edge of the viewport. To set the position by these four properties, we have to declare the positioning method.
Let's talk about each of these position methods in detail:
- Fixed: Any HTML element with position: fixed property will be positioned relative to the viewport. An element with fixed positioning allows it to remain at the same position even as we scroll the page.
- Static: This method of positioning is set by default. If we don't mention the method of positioning for any element, the element has the position: static method by default. The element will be positioned with the normal flow of the page.
- Relative: An element with position: relative is positioned relatively with the other elements which are sitting at top of it. If we set its top, right, bottom, or left, other elements will not fill up the gap left by this element.
- Absolute: An element with position: absolute will be positioned with respect to its parent. The positioning of this element does not depend upon its siblings or the elements which are at the same level.
- Sticky: Element with position: sticky and top: 0 played a role between fixed & relative based on the position where it is placed. If the element is placed in the middle of the document then when the user scrolls the document, the sticky element starts scrolling until it touches the top. When it touches the top, it will be fixed at that place in spite of further scrolling.
                
            
        
                        
            
                
                    148
                    
                    
                
                
                    參考答案
                    CSS Flexbox is a layout model that allows for flexible, responsive design. It simplifies complex layouts by distributing space dynamically across containers and aligning items efficiently. Key advantages include:
- Simplified Layouts: Flexbox makes it easy to design complex layouts with fewer lines of code.
- Responsive Design: It automatically adjusts the layout for different screen sizes.
- Alignment: Flexbox offers easy ways to align items vertically and horizontally within a container, solving common alignment issues.
                
            
        
                        
            
                
                    149
                    
                    
                
                
                    參考答案
                    Document Object Model - structure of the HTML page that JavaScript can manipulate.
                
            
        
                        
            
                
                    150
                    
                    
                
                
                    參考答案
                    Middleware acts as a bridge between requests and responses in an application, managing authentication, logging, and data parsing.
                
            
        
                        
            
                
                    151
                    
                    
                
                
                    參考答案
                    Instead of getting carried away listing superlatives, do some introspection. What are your strengths? How do people perceive your contributions to the team? What do your key contributions in your previous jobs say about you? Answering these questions can help you come up with words that your colleagues might use to describe you. You can also ask coworkers if you need help coming up with ideas. Remember to tailor your answer to the job description.
                
            
        
                        
            
                
                    152
                    
                    
                
                
                    參考答案
                    I follow coding standards, use code linters/formatters like ESLint and Prettier, write unit/integration checks, perform code evaluations, use model manipulation efficiently, and file codebase structures and APIs.
                
            
        
                        
            
                
                    153
                    
                    
                
                
                    參考答案
                    There are a few things that you should mention when answering this question.
Project Details: Contextualize the project and explain its goals. Detail the problem you were trying to solve, the size of the team, and so on.
Your Role: What was your role in the project? Describe what specific aspects of it you were tasked with building.
The Tech Stack: List the specific programming languages and tools that the team used in the project.
The Challenges: Then talk about the specific challenges that you faced during the project. What made it tough? What kind of problems did you run into? Talk about those things in detail.
Problem-Solving Approaches: Finally, describe how you solved those problems. Let's say you were working on a website development project and the team had an issue connecting the database to the website. You can describe how you reviewed the scripts and identified their faults to solve the problem at hand.
                
            
        
                        
            
                
                    154
                    
                    
                
                
                    參考答案
                    Spring MVC Framework provides the following ways to handle exceptions:
- Controller-Based: We can define the exception handler method in our controller class.
- Global Exception Handler: Exception handling is a cross-cutting concern that Spring
- HandlerExceptionResolver: Any Spring Bean declared in the DispatcherServlet's application context that implements HandlerExceptionResolver will be used to intercept and process any exception raised in the MVC system and not handled by a Controller.
                
            
        
                        
            
                
                    155
                    
                    
                
                
                    參考答案
                    An Inner Bean refers to a bean that is defined within the scope of another bean's definition. It is a way to declare a bean inside the configuration of another bean, without explicitly giving it a unique identifier. To define an Inner Bean in Spring, we can declare it as a nested  element within the configuration of the enclosing bean.
                
            
        
                        
            
                
                    156
                    
                    
                
                
                    參考答案
                    Aggregation operations in MongoDB are performed using the aggregate method. This method takes an array of pipeline stages, each stage representing a step in the data processing pipeline.
Example: Calculate total sales for each product
db.sales.aggregate([
{ $match: { status: "completed" } }, // Filter completed sales
{ $group: { _id: "$product", totalSales: { $sum: "$amount" } } }, // Group by product and sum the sales amount
{ $sort: { totalSales: -1 } } // Sort by total sales in descending order
])
                
            
        
                        
            
                
                    157
                    
                    
                
                
                    參考答案
                    In Angular, state management can be controlled using services for sharing data across components. NgRx can be used for complicated applications. It follows the pattern of Redux that helps to manage the state of the application in a predicted manner via a single source of truth, doing actions for the description of change and having reducers to handle those changes. This makes the state management scalable and easier to debug.
                
            
        
                        
            
                
                    158
                    
                    
                
                
                    參考答案
                    The  tag in HTML provides information about HTML Document or in simple words, it provides important information about a document. These tags are basically used to add name/value pairs to describe properties of HTML documents, such as expiry date, author name, list of keywords, document author, etc.
Syntax

Key Points
- The  tag contents are not visible on your browser & is added inside the  tag.
- They are just used to give additional information about the HTML document.
- The  tags are added to our HTML document for the purpose of Search Engine Optimisation.
                
            
        
                        
            
                
                    159
                    
                    
                
                
                    參考答案
                    GraphQL is a query language for APIs that allows clients to request exactly the data they need, making it more flexible and efficient. REST is an architectural style that uses fixed endpoints to return predefined data structures. GraphQL reduces over-fetching and under-fetching of data, while REST is simpler to implement and cache.
                
            
        
                        
            
                
                    160
                    
                    
                
                
                    參考答案
                    Key practices include:
- Branching strategy: feature branches, release branches, Git flow
- Modular architecture: separating concerns and using independent modules
- Integration testing: catching issues early
- Version control discipline: clean commits, code history, rollbacks
- Feature flags: releasing features without breaking production in a safe way
- Code reviews: raising quality and preventing regressions
This demonstrates maturity and an ability to handle complexity at scale.
                
            
        
                        
            
                
                    161
                    
                    
                
                
                    參考答案
                    This assesses your ability to advocate for technical best practices, engage in conflict resolution, negotiate, and find compromises that serve both business needs and technical health. It shows your skills in client relationship management and setting realistic expectations.
                
            
        
                        
            
                
                    162
                    
                    
                
                
                    參考答案
                    Share your experience juggling multiple assignments and team projects. What tools did you use? How did you manage deadlines?
                
            
        
                        
            
                
                    163
                    
                    
                
                
                    參考答案
                    Containerization platform that packages application with dependencies to run anywhere.
                
            
        
                        
            
                
                    164
                    
                    
                
                
                    參考答案
                    A constructor initializes an object when it's created. It has the same name as the class.

Example:
class Student {
Student() { System.out.println("Student object created"); }
}
                
            
        
                        
            
                
                    165
                    
                    
                
                
                    參考答案
                    An architectural design known as microservices architecture organizes an application as a group of compact, loosely linked services. Each service performs a distinct function and interacts with other services via lightweight protocols like HTTP or message systems. This method can make large-scale applications scalable, flexible, and maintainable.
Advantages of microservices architecture include:
- Scalability: Microservices allow individual services to scale independently, which helps handle varying loads on different application components.
- Flexibility: Developers can choose different technologies and frameworks for each microservice, enabling them to select the most suitable tool for each task.
- Maintainability: With smaller, focused services, it becomes easier to understand, modify, and test each component, leading to better maintainability of the overall system.
                
            
        
                        
            
                
                    166
                    
                    
                
                
                    參考答案
                    Candidates might discuss database full-text search, Elasticsearch, autocomplete, filtering, and pagination.
Look for understanding of relevance scoring, performance implications, and UX considerations.
                
            
        
                        
            
                
                    167
                    
                    
                
                
                    參考答案
                    Recruiters want to know what programming languages you've learned thus far, and what skills you have, to see if you're a good fit. Mention each major project that you've worked on and the role that you played for your team.
                
            
        
                        
            
                
                    168
                    
                    
                
                
                    參考答案
                    `null` is an assignment value representing intentional absence of any object value, e.g., `let x = null;`. `undefined` indicates a variable has been declared but not assigned a value, e.g., `let y;` results in `undefined`. `null` is of type object, while `undefined` is its own type.
                
            
        
                        
            
                
                    169
                    
                    
                
                
                    參考答案
                    Candidates should explain their diagnostic process and the optimization strategies they used. They might explain how they identified performance bottlenecks with the help of monitoring tools (such as New Relic or Datadog) to track server load, response times, and resource usage. Then, they'd explain the specific strategies they used to improve performance, such as: Implementing caching mechanisms; Optimizing queries, adding indexes, or using more efficient data structures; Distributing traffic across multiple servers; Analyzing the code to identify inefficiencies and refactor them; Upgrading server hardware.
                
            
        
                        
            
                
                    170
                    
                    
                
                
                    參考答案
                    As a full-stack developer, you're bound to work with several programming languages. So, mentioning a single language might not be a good idea. Instead, consider naming some front-end and back-end languages.
“I like different programming languages to handle front-end and back-end development. My top favourites include CSS, HTML, Python, and Javascript as they make my work more seamless.”
                
            
        
                        
            
                
                    171
                    
                    
                
                
                    參考答案
                    Functions in JavaScript are essential objects. Like objects, it can be assign to variables, pass to other functions, and return from functions. And much like objects, they have their own properties. 'this' stores the current execution context of the JavaScript program. Thus, when it use inside a function, the value of 'this' will change depending on how the function is defined, how it is invoked, and the default execution context.
                
            
        
                        
            
                
                    172
                    
                    
                
                
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                    The propagation of events inside the DOM (Document Object Model) is known as 'Event Flow' in JavaScript. The event flow defines the order or sequence in which a particular web page receives an event. Accordingly, event flow (propagation) in JS is dependent on the following aspects:
- Event Bubbling: With Event Bubbling, the event is captured and handled first by the innermost element, and then propagates to the outermost element. Events propagate up the DOM tree from child elements until the topmost element is handled.
- Event Capturing: With Event Capturing, the event is captured and handled first by the outermost element, and then propagates to the innermost element. Event cycles propagate starting with the wrapper elements and ending with the target elements that initiated the event cycle.
The following diagram will help you to understand the event propagation life cycle.
                
            
        
                        
            
                
                    173
                    
                    
                
                
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                    Use it to demonstrate a valuable soft skill, or a desirable professional trait. At the same time, keep your answer fun. For example, you could talk about how you started off developing websites because you wanted to create a version of Facebook just for you and your friends. It's totally fine if the story is a little quirky, but do keep it professional.
                
            
        
                        
            
                
                    174
                    
                    
                
                
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                    Full Stack Developers close the gap between client and server-side teams. They handle databases, server settings, APIs, and user interfaces.
                
            
        
                        
            
                
                    175
                    
                    
                
                
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                    This avoids the typical failure narrative. It tests your ability to critically analyze success, identify hidden risks and strategic choices, and derive actionable insights from positive experiences. It reveals a deeper level of analytical thinking beyond just fixing problems, demonstrating a mature approach to software engineering.
                
            
        
                        
            
                
                    176
                    
                    
                
                
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                    app.use() is used to add middleware functions in an Express application. It can be used to add global middleware functions or to add middleware functions to specific routes.
                
            
        
                        
            
                
                    177
                    
                    
                
                
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                    My first move is to measure, not guess. I'll add timing logs around the main operations, check if there are any obvious N+1 query problems with something like a query profiler or just reading the ORM-generated SQL, and look at whether the database indexes are actually being used. A lot of slow endpoints are slow because of a missing index or because we're fetching more data than we need. If it's not a database issue, I'll look at whether the work can be moved to a background job or if some of the response can be cached. I've also had cases where the endpoint itself was fine but the payload was just enormous, and pagination or lazy loading solved it.
                
            
        
                        
            
                
                    178
                    
                    
                
                
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                    A REST API (Representational State Transfer) allows clients and servers to communicate using standard HTTP methods like GET, POST, PUT, and DELETE.
It is stateless, meaning each request is independent and doesn't rely on previous requests. REST is widely used for scalable, lightweight web communication.
                
            
        
                        
            
                
                    179
                    
                    
                
                
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                    Conducting effective Full Stack technical interviews requires preparation across multiple dimensions. Key areas include structuring comprehensive assessments that reveal candidate capabilities, focusing on evaluating both technical skills and professional experience. Specific areas to cover are: a Technical Question Bank (curated collection of technical questions specific to Full Stack), Code Review Scenarios (real-world code examples focusing on best practices, optimization, and maintainability), Problem-Solving Exercises (structured challenges that reveal how candidates approach complex problems), Experience-Based Questions (about past projects, technical decisions, and lessons learned), Team Collaboration Assessment (scenarios to evaluate how candidates work with others), and Technical Deep Dives (advanced topics and architectural questions that distinguish senior candidates).
                
            
        
                        
            
                
                    180
                    
                    
                
                
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                    Recruiters ask this to ascertain whether you actually enjoy software development. So deliver your answer in a way that reflects your passion for the field. Maybe you love the intuitiveness of Python syntax, or maybe you really enjoy creating front-end animations using Javascript. If that's the case, then you can dive right into explaining why you enjoy a particular programming language. If you don't have a ready answer, spend time thinking about the projects you've worked on and the languages that you are most comfortable with.
                
            
        
                        
            
                
                    181
                    
                    
                
                
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                    Continuous Deployment (CD) is the practice of automatically deploying code to a production environment after passing automated tests. It differs from Continuous Integration (CI), where code is integrated into a shared repository, but deployment to production is still manual. CD automates the entire pipeline from integration to deployment.
                
            
        
                        
            
                
                    182
                    
                    
                
                
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                    Marks a class as a table in the database.
@Entity
class Student {
@Id int id;
String name;
}
                
            
        
                        
            
                
                    183
                    
                    
                
                
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                    The candidate should show their ability to apply normalization rules effectively and consider multi-tenancy concerns such as data isolation, scalability, and performance. This tests their understanding of real-world database design concerns relevant to full-stack development.
                
            
        
                        
            
                
                    184
                    
                    
                
                
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                    Can be safely invoked by multiple threads at the same time
                
            
        
                        
            
                
                    185
                    
                    
                
                
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                    Latest trends in full stack development include the use of serverless architectures, JAMstack (JavaScript, APIs, and Markup), microservices, progressive web apps (PWAs), and the adoption of TypeScript for type safety. Additionally, frameworks like Next.js and Nuxt.js for full-stack React and Vue applications are gaining popularity.
                
            
        
                        
            
                
                    186
                    
                    
                
                
                    參考答案
                    A Full Stack Developer is a professional skilled in both frontend (user interface) and backend (server-side) development, handling everything from databases to server configuration to user interfaces.
                
            
        
                        
            
                
                    187
                    
                    
                
                
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                    - ==: Compares values for equality, but it performs type coercion if the values are of different types (e.g., 5 == "5" is true).
- ===: Compares both values and types for strict equality, meaning no type conversion is performed (e.g., 5 === "5" is false).
                
            
        
                        
            
                
                    188
                    
                    
                
                
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                    Frontend: Use libraries like react-intl or i18next to manage translations.
Example:
Backend:
Store translations in a database or JSON files.
Serve the correct language file based on user preferences or Accept-Language headers.
Additional Considerations:
Support language-specific routes (e.g., /en/home, /fr/home)
Translate content dynamically from the database or CMS
Provide fallback languages if a translation is unavailable
Test language switches and correct text alignment for RTL languages like Arabic
                
            
        
                        
            
                
                    189
                    
                    
                
                
                    參考答案
                    If the data within the API is publicly accessible, then it's not possible to prevent data scraping completely. However, there is an effective solution that will deter most people/bots: rate-limiting (throttling).
Throttling will prevent a specific device from making a defined number of requests within a defined time. Upon exceeding the specified number of requests, 429 Too Many Attempts HTTP error should be thrown.
Other possible solutions to prevent a bot from scrapping are:
- Blocking requests based on the user agent string.
- Generating temporary “session” access tokens for visitors at the front end.
                
            
        
                        
            
                
                    190
                    
                    
                
                
                    參考答案
                    The Git object model comprises four major types: blobs (which store file data), trees (which store directory structures), commits (which store repository snapshots), and tags (which store references to commits). These objects are the pillar of Git's version control system, permitting for capable tracking and management of changes.
                
            
        
                        
            
                
                    191
                    
                    
                
                
                    參考答案
                    SVG is a type of image format which is written in XML for vector-based graphics. Every element and every attribute in SVG files can be animated. There are several ways to use SVG images in HTML, which are described below: Please refer to the How to add Scalable Vector Graphics to your web page? article for a more detailed description.
- SVG in a  tag: This is the basic & simple way to insert the SVG image to a webpage. For this method, we can simply use the  tag and then specify the file path or image link in the src attribute. To use this method, we should have downloaded the SVG image file or SVG image link.
- SVG in a

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