<?xml version="1.0" encoding="UTF-8"?>
<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:dc="http://purl.org/dc/elements/1.1/">
  <channel>
    <title>DEV Community: Jibrin Masud</title>
    <description>The latest articles on DEV Community by Jibrin Masud (@jibrin_masud_e989e2381636).</description>
    <link>https://dev.to/jibrin_masud_e989e2381636</link>
    <image>
      <url>https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F2763580%2Faaf4c84e-be6a-4d91-b812-5ad8562bf07e.png</url>
      <title>DEV Community: Jibrin Masud</title>
      <link>https://dev.to/jibrin_masud_e989e2381636</link>
    </image>
    <atom:link rel="self" type="application/rss+xml" href="https://dev.to/feed/jibrin_masud_e989e2381636"/>
    <language>en</language>
    <item>
      <title>Integration Testing in the TSI E-Learning Platform</title>
      <dc:creator>Jibrin Masud</dc:creator>
      <pubDate>Wed, 26 Feb 2025 13:35:22 +0000</pubDate>
      <link>https://dev.to/jibrin_masud_e989e2381636/integration-testing-in-the-tsi-e-learning-platform-2c2e</link>
      <guid>https://dev.to/jibrin_masud_e989e2381636/integration-testing-in-the-tsi-e-learning-platform-2c2e</guid>
      <description>&lt;p&gt;&lt;strong&gt;Introduction&lt;/strong&gt;&lt;br&gt;
Robust testing is crucial for any modern web application, and the TSI E-Learning Platform employs comprehensive integration testing to ensure reliability across its API endpoints and database interactions. This article examines the integration testing strategy implemented in the platform, highlighting best practices and approaches that contribute to a stable and dependable system.&lt;/p&gt;

&lt;h2&gt;
  
  
  Integration Testing Architecture
&lt;/h2&gt;

&lt;h3&gt;
  
  
  Test Environment Setup
&lt;/h3&gt;

&lt;p&gt;The TSI E-Learning Platform utilizes a sophisticated integration testing framework that leverages:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Jest&lt;/strong&gt; as the primary testing framework&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Supertest&lt;/strong&gt; for HTTP assertions and API endpoint testing&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;MongoDB Memory Server&lt;/strong&gt; for creating ephemeral test databases&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;This structure allows tests to run independently from production databases while accurately simulating the application's behavior in a controlled environment.&lt;/p&gt;

&lt;h3&gt;
  
  
  Database Isolation Strategy
&lt;/h3&gt;

&lt;p&gt;The testing architecture employs MongoDB Memory Server to create an isolated in-memory database for each test run. This approach provides several benefits:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;Tests run against a real MongoDB instance rather than mocks&lt;/li&gt;
&lt;li&gt;Each test suite begins with a clean database state&lt;/li&gt;
&lt;li&gt;No interference with development or production databases&lt;/li&gt;
&lt;li&gt;Fast execution compared to traditional database setups&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;The &lt;code&gt;test-setup.js&lt;/code&gt; module handles three critical functions:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;setupTestDB()&lt;/strong&gt;: Creates and configures the in-memory MongoDB instance&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;teardownTestDB()&lt;/strong&gt;: Properly closes database connections after testing&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;clearDatabase()&lt;/strong&gt;: Resets all collections between individual tests&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  Test Structure and Coverage
&lt;/h2&gt;

&lt;p&gt;The integration tests are organized around the core functional areas of the platform:&lt;/p&gt;

&lt;h3&gt;
  
  
  Authentication Testing
&lt;/h3&gt;

&lt;p&gt;The authentication test suite validates:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;User registration workflows&lt;/li&gt;
&lt;li&gt;Login functionality with proper JWT token generation&lt;/li&gt;
&lt;li&gt;Validation of user credentials and session management&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Course Management Testing
&lt;/h3&gt;

&lt;p&gt;The course management tests confirm:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Course creation by instructors&lt;/li&gt;
&lt;li&gt;Course listing and retrieval APIs&lt;/li&gt;
&lt;li&gt;Proper authorization controls for course operations&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Enrollment System Testing
&lt;/h3&gt;

&lt;p&gt;The enrollment test suite validates critical operations:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Student enrollment in courses&lt;/li&gt;
&lt;li&gt;Prevention of duplicate enrollments&lt;/li&gt;
&lt;li&gt;Enrollment status updates&lt;/li&gt;
&lt;li&gt;Enrollment deletion with proper access controls&lt;/li&gt;
&lt;li&gt;Listing of student enrollments&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  Testing Best Practices Demonstrated
&lt;/h2&gt;

&lt;p&gt;The integration test implementation showcases several industry best practices:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;
&lt;strong&gt;Test Isolation&lt;/strong&gt;: Each test begins with a clean database state&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Proper Setup/Teardown&lt;/strong&gt;: Resources are properly initialized and cleaned up&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Authentication Handling&lt;/strong&gt;: Tests properly simulate authenticated requests&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Error Path Testing&lt;/strong&gt;: Negative scenarios (like duplicate enrollments) are verified&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Complete API Coverage&lt;/strong&gt;: All major API endpoints are tested&lt;/li&gt;
&lt;/ol&gt;

&lt;h2&gt;
  
  
  Conclusion
&lt;/h2&gt;

&lt;p&gt;The integration testing approach in the TSI E-Learning Platform demonstrates a thorough strategy for ensuring API reliability. By using MongoDB Memory Server for database isolation and structuring tests around core functional areas, the platform maintains high confidence in system behavior while keeping tests fast and reliable.&lt;/p&gt;

&lt;p&gt;This testing architecture serves as a model for modern web applications that require comprehensive API testing while maintaining test independence and execution speed.&lt;/p&gt;

</description>
    </item>
    <item>
      <title>My Experience Working on the TSI E-Learning Platform Assignment</title>
      <dc:creator>Jibrin Masud</dc:creator>
      <pubDate>Wed, 19 Feb 2025 10:00:58 +0000</pubDate>
      <link>https://dev.to/jibrin_masud_e989e2381636/my-experience-working-on-the-tsi-e-learning-platform-assignment-ie7</link>
      <guid>https://dev.to/jibrin_masud_e989e2381636/my-experience-working-on-the-tsi-e-learning-platform-assignment-ie7</guid>
      <description>&lt;p&gt;Working on the TSI E-Learning Platform assignment was both challenging and rewarding. The project involved developing a comprehensive online learning platform that supports course creation, enrollment, and management for both instructors and students. The README.md file provided a clear structure and detailed instructions, which made it easier to navigate through the project and understand its components.&lt;/p&gt;

&lt;h4&gt;
  
  
  Understanding the Project Structure
&lt;/h4&gt;

&lt;p&gt;The repository was well-organized, with separate directories for controllers, middleware, models, and routes. This modular approach helped me understand the flow of data and the separation of concerns within the application. The &lt;code&gt;app.js&lt;/code&gt; file served as the main entry point, and the configuration files in the &lt;code&gt;config/&lt;/code&gt; directory were crucial for setting up external services like Cloudinary for file uploads and MongoDB for database management.&lt;/p&gt;

&lt;h4&gt;
  
  
  Key Features and Implementation
&lt;/h4&gt;

&lt;p&gt;One of the most interesting aspects of the project was implementing the key features, such as user authentication, course management, and enrollment tracking. The role-based access control ensured that only authorized users could perform specific actions, such as creating or deleting courses. The integration with Cloudinary for handling multimedia file uploads was particularly challenging but rewarding, as it allowed for a seamless user experience when adding course materials.&lt;/p&gt;

&lt;p&gt;The email notification system, powered by Nodemailer, was another feature that required careful implementation. It was essential for sending notifications for user signups, password resets, and course enrollments. The &lt;code&gt;Emails/&lt;/code&gt; directory contained the necessary templates and utilities, making it easier to manage and customize the email content.&lt;/p&gt;

&lt;h4&gt;
  
  
  Challenges and Learning
&lt;/h4&gt;

&lt;p&gt;One of the main challenges I faced was ensuring proper error handling and validation at each step of the data flow. The README.md file provided a clear overview of the data flow, which helped me debug issues related to authentication and file uploads. Additionally, setting up the environment variables correctly was crucial for the application to function properly, especially when deploying to a production environment.&lt;/p&gt;

&lt;h4&gt;
  
  
  Deployment and Monitoring
&lt;/h4&gt;

&lt;p&gt;The deployment section of the README.md file was particularly helpful, as it outlined the necessary steps for deploying the application to a hosting platform like Render which can also be deployed to any other platform. Configuring the environment variables and setting up monitoring tools like Sentry or New Relic were essential steps to ensure the application's stability and performance in a production environment.&lt;/p&gt;

&lt;h4&gt;
  
  
  Conclusion
&lt;/h4&gt;

&lt;p&gt;Overall, working on the TSI E-Learning Platform assignment was a valuable learning experience. It allowed me to apply my knowledge of Node.js, MongoDB, and Express in a real-world scenario, while also introducing me to new tools and services like Cloudinary and Nodemailer. The well-structured README.md file played a crucial role in guiding me through the project, and I feel more confident in my ability to develop and deploy complex web applications.&lt;/p&gt;

</description>
    </item>
    <item>
      <title>E-Learning Management System API</title>
      <dc:creator>Jibrin Masud</dc:creator>
      <pubDate>Fri, 14 Feb 2025 16:45:46 +0000</pubDate>
      <link>https://dev.to/jibrin_masud_e989e2381636/e-learning-management-system-api-4lg0</link>
      <guid>https://dev.to/jibrin_masud_e989e2381636/e-learning-management-system-api-4lg0</guid>
      <description>&lt;p&gt;Project Overview&lt;br&gt;
This is a Learning Management System (LMS) built with Node.js, Express, and MongoDB. The system allows management of courses, enrollments, and user authentication.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Key Features&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;User Authentication (JWT-based)&lt;/li&gt;
&lt;li&gt;Course Management&lt;/li&gt;
&lt;li&gt;Student Enrollment
TSIE-Learning/
├── controllers/
│   ├── AuthController.js
│   ├── BookController.js
│   ├── CoursesController.js
│   └── EnrollmentController.js
├── models/
│   ├── User.js
│   ├── Course.js
│   ├── Book.js
│   └── Enrollment.js
├── routes/
│   ├── auth.js
│   ├── book.js
│   ├── course.js
│   ├── enrollment.js
│   └── index.js
├── middleware/
│   └── authmiddleware.js
├── app.js
└── package.json
&lt;strong&gt;API Endpoints&lt;/strong&gt;
Authentication&lt;/li&gt;
&lt;li&gt;POST /auth/register - Register new user&lt;/li&gt;
&lt;li&gt;POST /auth/login - User login
&lt;strong&gt;Courses&lt;/strong&gt;
&lt;/li&gt;
&lt;li&gt;GET /course - List all courses&lt;/li&gt;
&lt;li&gt;POST /course - Create new course&lt;/li&gt;
&lt;li&gt;GET /course/:id - Get course details&lt;/li&gt;
&lt;li&gt;PUT /course/:id - Update course&lt;/li&gt;
&lt;li&gt;DELETE /course/:id - Delete course
&lt;strong&gt;Enrollments&lt;/strong&gt;
&lt;/li&gt;
&lt;li&gt;GET /enrollment - List enrollments&lt;/li&gt;
&lt;li&gt;POST /enrollment - Create enrollment&lt;/li&gt;
&lt;li&gt;DELETE /enrollment/:id - Cancel enrollment&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;Security Features&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;JWT-based authentication&lt;/li&gt;
&lt;li&gt;Middleware protection for routes&lt;/li&gt;
&lt;li&gt;Password hashing with bcrypt&lt;/li&gt;
&lt;li&gt;Environment variable configuration
&lt;strong&gt;Development Setup&lt;/strong&gt;
# Install dependencies
npm install&lt;/li&gt;
&lt;/ul&gt;

&lt;h1&gt;
  
  
  Start development server
&lt;/h1&gt;

&lt;p&gt;npm run dev&lt;/p&gt;

&lt;h1&gt;
  
  
  Production start
&lt;/h1&gt;

&lt;p&gt;npm start&lt;br&gt;
Note: This project serves as a foundation for building a comprehensive learning management system with modern web technologies and best practices in mind.&lt;/p&gt;

</description>
    </item>
    <item>
      <title>[Boost]</title>
      <dc:creator>Jibrin Masud</dc:creator>
      <pubDate>Wed, 05 Feb 2025 14:35:17 +0000</pubDate>
      <link>https://dev.to/jibrin_masud_e989e2381636/-21ja</link>
      <guid>https://dev.to/jibrin_masud_e989e2381636/-21ja</guid>
      <description>&lt;div class="ltag__link"&gt;
  &lt;a href="/jibrin_masud_e989e2381636" class="ltag__link__link"&gt;
    &lt;div class="ltag__link__pic"&gt;
      &lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F2763580%2Faaf4c84e-be6a-4d91-b812-5ad8562bf07e.png" alt="jibrin_masud_e989e2381636"&gt;
    &lt;/div&gt;
  &lt;/a&gt;
  &lt;a href="https://dev.to/jibrin_masud_e989e2381636/my-learning-journey-with-tsi-designing-a-nosql-schema-for-a-social-media-app-5kk" class="ltag__link__link"&gt;
    &lt;div class="ltag__link__content"&gt;
      &lt;h2&gt;My Learning journey with TSI Designing a NoSQL Schema for a Social Media App.&lt;/h2&gt;
      &lt;h3&gt;Jibrin Masud ・ Feb 5&lt;/h3&gt;
      &lt;div class="ltag__link__taglist"&gt;
      &lt;/div&gt;
    &lt;/div&gt;
  &lt;/a&gt;
&lt;/div&gt;


</description>
      <category>learning</category>
      <category>nosql</category>
      <category>socialmedia</category>
    </item>
    <item>
      <title>My Learning journey with TSI Designing a NoSQL Schema for a Social Media App.</title>
      <dc:creator>Jibrin Masud</dc:creator>
      <pubDate>Wed, 05 Feb 2025 14:35:01 +0000</pubDate>
      <link>https://dev.to/jibrin_masud_e989e2381636/my-learning-journey-with-tsi-designing-a-nosql-schema-for-a-social-media-app-5kk</link>
      <guid>https://dev.to/jibrin_masud_e989e2381636/my-learning-journey-with-tsi-designing-a-nosql-schema-for-a-social-media-app-5kk</guid>
      <description>&lt;p&gt;Recently, I worked on designing a NoSQL schema for a social media app, and it was both challenging and rewarding. The goal was to create a scalable and efficient structure to handle user profiles, posts, likes, comments, and follows. I started by identifying key entities like users, posts, and their relationships, then mapped out how they would interact in a NoSQL database.&lt;/p&gt;

&lt;p&gt;The schema design process taught me the importance of balancing simplicity and scalability. For example, embedding likes and comments directly in posts simplified queries but required careful handling of updates. I also enjoyed defining API endpoints, imagining how users would interact with the app.&lt;/p&gt;

&lt;p&gt;This project deepened my understanding of NoSQL databases and reinforced the value of clear, user-centric design. It was a great learning experience, and I’m excited to apply these insights to future projects!&lt;/p&gt;

</description>
    </item>
    <item>
      <title>My Learning journey with TSI</title>
      <dc:creator>Jibrin Masud</dc:creator>
      <pubDate>Sat, 25 Jan 2025 20:59:24 +0000</pubDate>
      <link>https://dev.to/jibrin_masud_e989e2381636/my-learning-journey-with-tsi-1nei</link>
      <guid>https://dev.to/jibrin_masud_e989e2381636/my-learning-journey-with-tsi-1nei</guid>
      <description>&lt;p&gt;In this article, I’ll walk you through my journey of building and deploying a Node.js CRUD API, the errors I encountered along the way, and how I resolved them. This project was hosted on Render, a cloud platform that simplifies deployment and scaling of web applications. I’ll cover the key steps, challenges, and solutions to help you avoid similar pitfalls.&lt;/p&gt;

&lt;p&gt;Project Overview&lt;br&gt;
The goal of the project was to build a simple CRUD (Create, Read, Update, Delete) API using Node.js and Express. The API allows users to perform basic operations on a resource, such as adding, retrieving, updating, and deleting data. The application was deployed to Render for public access.&lt;/p&gt;

&lt;p&gt;Key Features&lt;br&gt;
POST /api/add: Add new data.&lt;/p&gt;

&lt;p&gt;GET /api/data: Retrieve all data.&lt;/p&gt;

&lt;p&gt;PUT /api/data/🆔 Update data by ID.&lt;/p&gt;

&lt;p&gt;DELETE /api/data/🆔 Delete data by ID.&lt;/p&gt;

&lt;p&gt;Step 1: Setting Up the Project&lt;br&gt;
I started by initializing a Node.js project and installing the necessary dependencies:&lt;/p&gt;

&lt;p&gt;bash&lt;br&gt;
Copy&lt;br&gt;
npm init -y&lt;br&gt;
npm install express cors&lt;br&gt;
Basic Server Setup&lt;br&gt;
Here’s the initial structure of the application:&lt;/p&gt;

&lt;p&gt;javascript&lt;br&gt;
Copy&lt;br&gt;
const express = require("express");&lt;br&gt;
const cors = require("cors");&lt;br&gt;
const app = express();&lt;br&gt;
const port = process.env.PORT || 3000;&lt;/p&gt;

&lt;p&gt;app.use(cors());&lt;br&gt;
app.use(express.json());&lt;/p&gt;

&lt;p&gt;let data = [];&lt;/p&gt;

&lt;p&gt;// POST /api/add&lt;br&gt;
app.post("/api/add", (req, res) =&amp;gt; {&lt;br&gt;
  const newData = req.body;&lt;br&gt;
  data.push(newData);&lt;br&gt;
  res.json({ message: "Data added", data: newData });&lt;br&gt;
});&lt;/p&gt;

&lt;p&gt;// GET /api/data&lt;br&gt;
app.get("/api/data", (req, res) =&amp;gt; {&lt;br&gt;
  res.json(data);&lt;br&gt;
});&lt;/p&gt;

&lt;p&gt;app.listen(port, () =&amp;gt; {&lt;br&gt;
  console.log(&lt;code&gt;Server running on port ${port}&lt;/code&gt;);&lt;br&gt;
});&lt;br&gt;
Step 2: Deploying to Render&lt;br&gt;
After testing the application locally, I decided to deploy it to Render. Here’s how I did it:&lt;/p&gt;

&lt;p&gt;Pushed the code to GitHub:&lt;/p&gt;

&lt;p&gt;bash&lt;br&gt;
Copy&lt;br&gt;
git init&lt;br&gt;
git add .&lt;br&gt;
git commit -m "Initial commit"&lt;br&gt;
git remote add origin &lt;a href="https://github.com/username/repo-name.git" rel="noopener noreferrer"&gt;https://github.com/username/repo-name.git&lt;/a&gt;&lt;br&gt;
git push -u origin main&lt;br&gt;
Created a Web Service on Render:&lt;/p&gt;

&lt;p&gt;Connected my GitHub repository to Render.&lt;/p&gt;

&lt;p&gt;Set the Build Command to npm install.&lt;/p&gt;

&lt;p&gt;Set the Start Command to node index.js.&lt;/p&gt;

&lt;p&gt;Added Environment Variables:&lt;/p&gt;

&lt;p&gt;Since the app uses process.env.PORT, I didn’t need to add any additional environment variables.&lt;/p&gt;

&lt;p&gt;Deployed the Application:&lt;/p&gt;

&lt;p&gt;Render automatically built and deployed the app.&lt;/p&gt;

&lt;p&gt;The app was accessible at &lt;a href="https://tsicrudassignment.onrender.com" rel="noopener noreferrer"&gt;https://tsicrudassignment.onrender.com&lt;/a&gt;.&lt;/p&gt;

&lt;p&gt;Step 3: Errors and Fixes&lt;br&gt;
During the development and deployment process, I encountered several errors. Here’s how I resolved them:&lt;/p&gt;

&lt;p&gt;Error 1: Cannot GET /api/add&lt;br&gt;
Problem:&lt;br&gt;
When I tried to access &lt;a href="https://tsicrudassignment.onrender.com/api/add" rel="noopener noreferrer"&gt;https://tsicrudassignment.onrender.com/api/add&lt;/a&gt; in my browser, I got the error:&lt;/p&gt;

&lt;p&gt;Copy&lt;br&gt;
Cannot GET /api/add&lt;br&gt;
Cause:&lt;br&gt;
The browser sends a GET request by default, but the /api/add endpoint only accepts POST requests.&lt;/p&gt;

&lt;p&gt;Solution:&lt;br&gt;
I tested the endpoint using Postman and cURL to send a POST request:&lt;/p&gt;

&lt;p&gt;bash&lt;br&gt;
Copy&lt;br&gt;
curl -X POST &lt;a href="https://tsicrudassignment.onrender.com/api/add" rel="noopener noreferrer"&gt;https://tsicrudassignment.onrender.com/api/add&lt;/a&gt; \&lt;br&gt;
  -H "Content-Type: application/json" \&lt;br&gt;
  -d '{"name": "John", "age": 30}'&lt;br&gt;
This worked, and I received the expected response:&lt;/p&gt;

&lt;p&gt;json&lt;br&gt;
Copy&lt;br&gt;
{&lt;br&gt;
  "message": "Data added",&lt;br&gt;
  "data": {&lt;br&gt;
    "name": "John",&lt;br&gt;
    "age": 30&lt;br&gt;
  }&lt;br&gt;
}&lt;br&gt;
Error 2: Cannot PUT /api/data/2&lt;br&gt;
Problem:&lt;br&gt;
When I tried to update data using a PUT request, I got the error:&lt;/p&gt;

&lt;p&gt;Copy&lt;br&gt;
Cannot PUT /api/data/2&lt;br&gt;
Cause:&lt;br&gt;
The PUT route was not defined in my Express app.&lt;/p&gt;

&lt;p&gt;Solution:&lt;br&gt;
I added the PUT route to handle updates:&lt;/p&gt;

&lt;p&gt;javascript&lt;br&gt;
Copy&lt;br&gt;
app.put("/api/data/:id", (req, res) =&amp;gt; {&lt;br&gt;
  const id = parseInt(req.params.id);&lt;br&gt;
  const updatedData = req.body;&lt;br&gt;
  data[id] = updatedData;&lt;br&gt;
  res.json({ message: "Data updated", data: updatedData });&lt;br&gt;
});&lt;br&gt;
After redeploying, the PUT request worked as expected.&lt;/p&gt;

&lt;p&gt;Error 3: Cannot find module 'update/lib/utils'&lt;br&gt;
Problem:&lt;br&gt;
During deployment, Render logs showed the error:&lt;/p&gt;

&lt;p&gt;Copy&lt;br&gt;
Error: Cannot find module 'update/lib/utils'&lt;br&gt;
Cause:&lt;br&gt;
The update module was not installed or was incorrectly referenced.&lt;/p&gt;

&lt;p&gt;Solution:&lt;br&gt;
I checked my package.json and installed the missing dependency:&lt;/p&gt;

&lt;p&gt;bash&lt;br&gt;
Copy&lt;br&gt;
npm install update&lt;br&gt;
I also verified that the module was correctly referenced in my code.&lt;/p&gt;

&lt;p&gt;Error 4: Deployment Failed with Exited with status 1&lt;br&gt;
Problem:&lt;br&gt;
The deployment failed with the error:&lt;/p&gt;

&lt;p&gt;Copy&lt;br&gt;
==&amp;gt; Exited with status 1&lt;br&gt;
Cause:&lt;br&gt;
This error is generic and can occur for various reasons, such as missing dependencies or incorrect start commands.&lt;/p&gt;

&lt;p&gt;Solution:&lt;br&gt;
I checked the Render logs and found that the start script in package.json was incorrect. I updated it to:&lt;/p&gt;

&lt;p&gt;json&lt;br&gt;
Copy&lt;br&gt;
"scripts": {&lt;br&gt;
  "start": "node index.js"&lt;br&gt;
}&lt;br&gt;
After redeploying, the application started successfully.&lt;/p&gt;

&lt;p&gt;Step 4: Final Application&lt;br&gt;
After fixing all the errors, the final application worked as expected. Here’s the complete code:&lt;/p&gt;

&lt;p&gt;index.js:&lt;br&gt;
javascript&lt;br&gt;
Copy&lt;br&gt;
const express = require("express");&lt;br&gt;
const cors = require("cors");&lt;br&gt;
const app = express();&lt;br&gt;
const port = process.env.PORT || 3000;&lt;/p&gt;

&lt;p&gt;app.use(cors());&lt;br&gt;
app.use(express.json());&lt;/p&gt;

&lt;p&gt;let data = [];&lt;/p&gt;

&lt;p&gt;// POST /api/add&lt;br&gt;
app.post("/api/add", (req, res) =&amp;gt; {&lt;br&gt;
  const newData = req.body;&lt;br&gt;
  data.push(newData);&lt;br&gt;
  res.json({ message: "Data added", data: newData });&lt;br&gt;
});&lt;/p&gt;

&lt;p&gt;// GET /api/data&lt;br&gt;
app.get("/api/data", (req, res) =&amp;gt; {&lt;br&gt;
  res.json(data);&lt;br&gt;
});&lt;/p&gt;

&lt;p&gt;// PUT /api/data/:id&lt;br&gt;
app.put("/api/data/:id", (req, res) =&amp;gt; {&lt;br&gt;
  const id = parseInt(req.params.id);&lt;br&gt;
  const updatedData = req.body;&lt;br&gt;
  data[id] = updatedData;&lt;br&gt;
  res.json({ message: "Data updated", data: updatedData });&lt;br&gt;
});&lt;/p&gt;

&lt;p&gt;// DELETE /api/data/:id&lt;br&gt;
app.delete("/api/data/:id", (req, res) =&amp;gt; {&lt;br&gt;
  const id = parseInt(req.params.id);&lt;br&gt;
  data.splice(id, 1);&lt;br&gt;
  res.json({ message: "Data deleted" });&lt;br&gt;
});&lt;/p&gt;

&lt;p&gt;app.listen(port, () =&amp;gt; {&lt;br&gt;
  console.log(&lt;code&gt;Server running on port ${port}&lt;/code&gt;);&lt;br&gt;
});&lt;br&gt;
Conclusion&lt;br&gt;
Building and deploying a Node.js CRUD API was a great learning experience. I encountered several challenges, but by carefully analyzing the errors and testing my code, I was able to resolve them. Render made deployment straightforward, and I now have a fully functional API hosted in the cloud.&lt;/p&gt;

&lt;p&gt;If you’re working on a similar project, I hope this article helps you avoid common pitfalls and deploy your application successfully. Happy coding! 🚀&lt;/p&gt;

</description>
    </item>
  </channel>
</rss>
