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Build Real-World Projects with Fullstack Python: The Smartest Way to Learn
Learning to code goes beyond just syntax and functions. One of the most impactful ways to become a confident developer is by building real-world projects—and Fullstack Python is the perfect stack to do that.
Fullstack Python allows you to develop both the frontend (user interface) and the backend (server, logic, and database) of web applications. You can bring your ideas to life by using HTML, CSS, and JavaScript on the frontend, and Python with frameworks like Flask or Django on the backend. Real-world projects integrate all these technologies and teach you how to make everything work together—just like in actual software development jobs.
When you build real projects—like a blog platform, task manager, e-commerce site, or even a REST API service—you face challenges that books and tutorials can’t fully prepare you for. You learn about debugging, user authentication, API integration, performance optimization, and more. Each obstacle is a learning opportunity that strengthens your problem-solving ability and boosts your confidence.
More importantly, a strong project portfolio showcases your practical skills to potential employers or clients. It reflects your ability to build, deploy, and maintain applications from scratch—an essential quality for any fullstack developer.
So don’t just consume content. Start building. Start experimenting. The best way to grow as a Python developer is to step into the real world—one project at a time.
#FullstackPython#RealWorldProjects#PythonDevelopment#WebAppBuilder#LearnToCode#CodingProjects#WebDevelopment#PythonDeveloper#FlaskProjects#DjangoFramework#CodeNewbie#BuildWithPython#100DaysOfCode#FrontendToBackend#TechSkills#SoftwareDevelopment#ProgrammingLife#CodeChallenge#FullstackDev#SelfTaughtProgrammer#WebAppDevelopment#PythonForWeb#CodeYourIdeas#ProjectBasedLearning#DeveloperCommunity
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🎓 Become a Job-Ready Angular Developer – Learn with Mr. Ali! Break into the tech world or level up your frontend skills with Angular, one of the most powerful JavaScript frameworks used by startups and tech giants alike. Join Mr. Ali live from 28th July at 7:30 AM IST for a career-transforming journey packed with industry-relevant knowledge and hands-on coding.

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Hands-On Coding in TypeScript & Angular CLI
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Modern UI with Angular Material and Bootstrap 5
Real-Time Mini Projects with Live Debugging Sessions
Build & Deploy CRUD Apps, Dashboards, and Admin Panels
Authentication with JWT + Secure Route Access
Hosting Projects on Firebase & GitHub
Interview Preparation with Coding Assignments
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Anyone preparing for Angular-based interviews
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🎓✨ Looking for the Best Software Training Institute in Calicut? Say hello to Zoople Technologies – where real skills meet real success. 💻🔥
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Essential Testing Strategies for MERN stack Developers in 2025
Reference :
Introduction
MERN stack testing is very important for making sure that apps run well and don't have any bugs. MongoDB, Express.js, React, and Node.js are all part of the MERN stack, which is used to make full-stack JavaScript apps. Startups and businesses like it because it is flexible, works with JavaScript, and can be developed quickly.
As web apps get more dynamic and data-driven, they need to be tested thoroughly every time. From API logic and database operations to UI workflows and real-time interactions, developers need to check every part of their application.
This blog will look at different levels of MERN stack testing strategies. You will learn the best ways to use tools, integrate them, and use them in real life to help MERN stack developers ship faster and smarter.
Why Testing Is Important in the MERN stack?
There are a lot of moving parts in modern JavaScript apps, but the MERN stack brings them all together. A bug in one part of the stack can affect the whole thing, from rendering the UI in React to handling the backend logic in Node.js and Express to storing data in MongoDB. Testing makes sure that every feature works as it should and keeps working that way after each update.
Testing in MERN stack Projects has many benefits, such as:
Makes code better and helps find logical mistakes early
Stops regressions when adding new features or fixing bugs
Catches UI or functional problems before deployment, which improves the overall user experience.
Gives developers more confidence to make changes quickly and safely
In agile environments where developers push code often, testing is very important. It works well with CI/CD workflows by checking builds and finding bugs early in the deployment process. Thorough test coverage makes onboarding easier for teams by making it clear how the app is set up and how it should work.
Important Types of Tests for MERN Stack Apps
Testing your app from different angles makes sure it works perfectly. Unit, integration, and end-to-end testing are the three main types of testing that help the MERN stack.
Testing Units
Unit tests check the smallest parts of your app on their own. This could be a React component, a utility function, or just one Express route handler.
Suggested Tools:
Jest: Great for unit testing on both the front end and the back end
Mocha and Chai are lightweight tools that work well for backend services.
When you write unit tests:
Pay attention to the input and output that you can predict.
Use libraries like Sinon to mock dependencies to avoid side effects.
Make tests quick and modular.
For example, try out a product price calculator or a user role validation function with different sets of input.
Testing for Integration
Integration tests check that components can work together. This could be the link between Express routes and MongoDB, or how a React form sends data to the backend and gets a response back.
Tools that are recommended:
Supertest: To test middleware logic and simulate API requests
Chai: For clear, concise statements
Jest: Used with a test environment set up to create database mocks or test DBs
Integration testing helps find problems between layers that unit tests might not find. Always include situations like:
Logging in a user and getting their profile information
Filling out a form and saving the information to MongoDB
Uploading files or doing things that take more than one step
Testing from Start to Finish (E2E)
End-to-end testing makes the frontend and backend work together like real users do. It makes sure that the whole application works as it should in real life.
Tools that are recommended:
Cypress is fast, easy to use, and has a lot of debugging tools.
Selenium: Still strong, especially for testing across browsers
Puppeteer: The best way to test a headless browser in Chrome
For example:
Signing up a new user, logging in, changing a profile, and logging out
Putting things in a cart and going through the checkout process
Checking that the UI works on all screen sizes
By mimicking full workflows, E2E testing makes you more sure that something is ready for production.
Best Practices for MERN Stack Testing
You need more than just tools to keep your codebase in good shape. You need rules that apply to all parts and features!
Best Practices That Work:
Make small, separate parts of your app that are easy to test on their own.
Use builders or factories to make fake data on the fly.
Don't share state between tests; reset environments before each run.
Make sure that test cases reflect how things are really used and cover CRUD operations.
When setting up SSR for React, use strategies that know about hydration.
Make sure the output is meaningful, not just matches on the surface.
Write down each test case in your codebase or test suite. Patterns that are clean and reusable help make sure that quality is the same across teams!
Testing for Performance and Load
Performance testing sees how well your MERN stack can handle a lot of work over time. It looks at how your system works when it's under stress, when there's a lot of traffic, or when there are a lot of complicated data sets.
Main Areas of Focus:
MongoDB: Keep an eye on slow queries, aggregation stages, and indexes that are missing
Node.js and Express: Keep an eye on API latency when multiple requests are made at the same time.
React: Check for bottlenecks in rendering time, memory use, and the lifecycle of components
Suggested Tools:
Lighthouse checks the performance of the front end and the web vitals.
Artillery: Load testing for APIs with scenarios that you can change
Apache JMeter: Old support for heavy test scripts and multiple protocols
As part of staging deployments, performance tests should be run regularly. Use monitoring tools like New Relic, Datadog, or Prometheus to keep an eye on performance drops.
Putting a Testing Workflow into Place
Testing workflows make sure that your codebase stays stable while you add new features and deploy them.
How to Add Testing to Agile Environments?
Use test-driven development (TDD) or behavior-driven development (BDD) models to write tests.
Set up Git hooks to run unit tests automatically before you push or merge code.
Use GitHub Actions, GitLab CI, or CircleCI to add Jest, Mocha, or Cypress to your CI/CD pipeline.
Use Istanbul, Coveralls, or Codecov to keep track of coverage and make sure all logic paths are tested.
An example of a GitHub Actions workflow is:
yaml
jobs:
test:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- name: Install dependencies
run: npm install
- name: Run tests
run: npm run test
Common Mistakes and How to Stay Away from Them?
Avoiding mistakes saves a lot of time spent debugging. These problems can often make tests less accurate or less effective.
Mistake 1: Not paying attention to async operations
When tests don't wait for promises to resolve, async bugs go unnoticed.
To fix this, use async/await in your test cases. Mock asynchronous services like HTTP calls or database access the right way!
Mistake 2: Not checking for errors
A lot of developers only write tests for paths that work!
Fix: Add test cases for inputs that aren't valid, tokens that have expired, or permissions that have been denied. Fix mistakes on both the front end and the back end.
Mistake 3: Not covering all aspects of integration
Testing units on their own without checking the whole flow gives you false confidence. To fix this, write tests that cover the whole workflow. Include calls to routes, logic for controllers, and interactions with the database.
Mistake 4: Test Data That Doesn't Change
Hardcoded data might pass tests without showing how things really work.
Use random or dynamic data generators to fix the problem. Make seed functions that can be used again and again in test environments!
MERN Stack Testing Tools and Frameworks
Your tests will be fast, reliable, and easy to maintain if you choose the right tools. The MERN stack has four layers: frontend, backend, database, and integration points. You need a set of tools that work with each one!
Let's look at the best ones by type!
Tools for Testing the Frontend:
Jest is quick and adaptable, and it can do both mocking and snapshot testing. Great for testing units and putting them together.
React Testing Library: Tests should be based on how users use the app, not how it was built.
Cypress is the best tool for end-to-end testing. It lets you travel through time, wait automatically, and have a great experience as a developer.
Lighthouse checks performance, accessibility, SEO, and more in real time.
Tools for Testing the Backend:
Mocha and Chai are a lightweight pair with strong BDD syntax and assertion handling.
Supertest: Test RESTful APIs made with Express and pretend to make requests and get responses.
Artillery: Tests HTTP, WebSocket, and more. Allows for scripting and data seeding.
JMeter is great for old systems or apps that use more than one protocol.
Full-stack and Useful Tools:
Puppeteer is a headless browser that you can use to test user interfaces and take screenshots.
K6: A performance testing tool that is easy for developers to use and focuses on API-level benchmarks.
Postman Performance Testing: Now can script tests and test load.
Istanbul (NYC): A tool for checking code coverage that is often used with Jest.
Coveralls and Codecov work with CI to show and keep track of test coverage over time.
All of these tools support agile practices, work well with CI/CD pipelines, and help make tests more accurate across the MERN stack. Choose tools that fit the way your team works, the size, and complexity of the application.
Bottomline
Testing that works keeps your MERN stack together, from managing state in React to handling backend logic in Node.js and working with databases in MongoDB. It makes sure that your app works the same way all the time, even when there are updates, spikes in traffic, or new features are added.
Teams that use full-stack testing get more than just code that doesn't have any bugs. They make user journeys smoother, release new features faster, and keep things stable over time. Developers stop regression and make sure that their code works the way it should in the real world by doing unit, integration, and end-to-end testing.
MERN stack development is more scalable, maintainable, and ready for production when it is thoroughly tested. When developers put automated testing first, they avoid technical debt and can build with confidence.
Don't think of testing as something you do after you release your MERN app. For every project that uses modern MERN state management, a reliable testing suite makes sure that the code is clean, the results are predictable, and the deployment pipelines are trustworthy. You can always consult with an expert from any software product engineering service!
#MERNStack#JavaScriptTesting#FullStackDev#ReactJS#NodeJS#Cypress#Jest#WebDev#SoftwareTesting#DevTips#BackendDev#FrontendDev
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Looking for the best web development course in India?
At Coding Bit, we versatile a Full-Stack Development Program that will equip you to become job-ready and confident in creating modern applications on the web. Here are a few things that bring learners to us:
✅ Comprehensive Curriculum – That's where HTML, CSS, JavaScript, React, Node.js, databases, and deployment come into play!
✅ Industry-Standard Projects – Accumulate valuable experience through real-life projects; build a solid portfolio.
✅ Mentorship from Expert Developers – Learn from industry veterans who have spent years developing skills and technique.
✅ Flexible Learning Modes – Adopt course delivery based on your schedule in online and offline mode.
✅ Job-Ready Skills – Acquire hands-on experience that industry requires.
✅ Career Support & Networking – Crafting your resume, conducting mock interviews, and placement assistance.
- Continuous Learning & Resources – Stay updated with forthcoming technologies beyond the course.
✨ So, be it a novice or someone looking to reskill, Coding Bit offers the best web development course in India to shape one career in the tech industry.
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The Growing Role of DevOps in Cloud-Native Development
In today’s fast-paced digital ecosystem, businesses are rapidly shifting towards cloud-native architectures to enhance scalability, resilience, and agility. At the heart of this transformation lies a game-changer: DevOps. At VGD Technologies, we believe that integrating DevOps into cloud-native development is not just a trend—it's a competitive necessity.
What is Cloud-Native Development?
Cloud-native is more than just a buzzword. It's an approach to building and running applications that fully exploit the benefits of the cloud computing model. It focuses on:
Microservices architecture
Containerization (like Docker & Kubernetes)
Scalability and resilience
Automated CI/CD pipelines
But without DevOps, cloud-native is incomplete.
DevOps + Cloud-Native = Continuous Innovation//Game-Changing Synergy
DevOps, the synergy of development and operations, plays a pivotal role in automating workflows, fostering collaboration, and reducing time-to-market. When paired with cloud-native practices—like microservices, containers, and serverless computing—it becomes the engine of continuous delivery and innovation. The integration of DevOps practices in cloud-native environments empowers teams to:
Automate deployments and reduce manual errors
Speed up release cycles using CI/CD pipelines
Ensure reliability and uptime through monitoring and feedback loops
Enable seamless collaboration between development and operations
Together, they create a self-sustaining ecosystem that accelerates innovation and minimizes downtime.
Why It Matters More Than Ever
With the rise of platforms like Kubernetes, Docker, and multi-cloud strategies, enterprises are prioritizing infrastructure as code (IaC), automated CI/CD pipelines, and real-time observability. DevOps ensures seamless integration of these tools into your cloud-native stack, eliminating bottlenecks and improving reliability.
AI-powered DevOps is on the rise
Infrastructure as Code (IaC) is the norm
Security automation is embedded from Day 1
Serverless computing is reshaping how we deploy logic
Observability is now a must-have, not a nice-to-have
At VGD Technologies, we harness these trends to deliver cloud-native solutions that scale, secure, and simplify business operations across industries.
Real-World Impact
Companies adopting DevOps in their cloud-native journey report:
30–50% faster time-to-market
Significant cost reduction in operations
Improved user experience & satisfaction From startups to enterprise-level businesses, this approach is transforming the way software delivers value.
VGD Technologies’ Cloud-Native DevOps Expertise
At VGD Technologies, we help enterprises build cloud-native applications powered by DevOps best practices. Our solutions are designed to:
Faster delivery
Automate infrastructure provisioning
Enable zero-downtime deployments
Implement proactive monitoring and alerts
Enhance scalability through container orchestration
Stronger security posture
Reduced operational overhead
From startups to large-scale enterprises, our clients trust us to deliver robust, scalable, and future-ready applications that accelerate digital transformation.
What’s Next?
As businesses continue to adopt AI/ML, IoT, and edge computing, the fusion of DevOps and cloud-native development will become even more vital. Investing in DevOps today means you're building a foundation for tomorrow’s innovation.
Let’s Talk DevOps-Driven Digital Transformation
Looking to future-proof your applications with a cloud-native DevOps strategy?
Discover how we can help your business grow at: www.vgdtechnologies.com
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Why Leading Tech Companies Are Betting Big on TypeScript
Let’s take a quick look at the state of TypeScript adoption in the real world.
🏢 Companies like:
Google
Adobe
Airbnb
Shopify
Asana
Mozilla
…have all adopted TypeScript to build complex, scalable, and maintainable applications.
Why?
Because TypeScript:
Makes code more predictable and less prone to bugs
Gives development teams stronger collaboration tools
Enables faster onboarding and easier refactoring
Integrates seamlessly with existing JS tools and libraries
Offers rich IDE support with auto-complete, inline error checking, and suggestions
And despite all those advantages, it’s still just JavaScript under the hood—meaning your deployment, performance, and browser compatibility stay exactly where you need them.
🌍 TypeScript has moved from “nice-to-have” to “must-have” in the stacks of some of the most innovative and fast-moving companies on the planet.
Are you ready to join them?
👉 Explore the benefits, use cases, and expert strategies for using TypeScript in your project. Read the full breakdown in our latest blog: [TypeScript: Everything You Need To Know]
#TypeScript#WebDevelopment2025#EnterpriseTech#CodeBetter#DevCommunity#FullStackDev#iBCScorp#TechStack
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Dreaming of becoming a professional Full Stack Developer? Here’s your chance to learn from the best and get job-ready!

Join our Full Stack JAVA & .NET Training program – designed for freshers and aspiring developers who want real-world skills, hands-on projects, and placement support.
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Whether you’re coding for the first time or aiming to upgrade your skills, Naresh i Technologies equips you with the tools to learn, build, and get placed.
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Top 10 Must-Have Traits in Django Developers Before You Hire
Finding the right Django developer can make a big difference in your project’s success. It’s not just about knowing how to code — the ideal candidate should have strong Python skills and a deep understanding of Django’s core features like the MTV architecture, ORM, and admin panel. They should also be able to create secure, high-performing web apps and build APIs using Django Rest Framework.
Look for developers who can manage databases, follow security best practices, and integrate with third-party tools. Experience with frontend basics (HTML, CSS, JavaScript) and modern frameworks like React or Vue.js is a bonus. Knowledge of cloud deployment, DevOps tools like Docker and CI/CD, and Agile workflows is also valuable.
Finally, great Django developers are team players who can clearly explain technical details, solve problems efficiently, and keep your project on track with good documentation and communication.
#HireDjangoDeveloper#PythonExperts#WebAppDevelopment#BackendSkills#TechHiring#APIIntegration#AgileTeams#CyberSecurity#FullStackDev#DjangoTips
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🏗️ From UX to Deployment
SDH handles full-cycle SaaS development so you can focus on growth.
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#FullStackDeveloper#WebDeveloper#FullStackDev#FrontendDevelopment#BackendDevelopment#CodingLife#DeveloperLife#JavaScriptDeveloper#ReactJS#NodeJS#PythonDeveloper#WebDevCommunity#TechLife#SoftwareEngineer#ProgrammerLife#CodeNewbie#DevJourney#100DaysOfCode#WomenWhoCode#DailyCoding#TechCareers#DebuggingLife#WebDevelopment#LearnToCode#FullStackEngineering
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Student Testimonial Spotlight
Ajay shares his incredible journey with Guidewire Masters! 💼
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🚀 Trending Niches for Python Full Stack Devs in 2025 💻
Want to level up your career as a Python developer? Here are the top niches to tap into this year:
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Scope Computers
🔥 Master Java: Elevate Your Skills to an Elite Level! 🚀
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Experienced LAMP Stack Engineer for High-Performance Websites

As companies keep growing in a rapidly changing digital era, their requirement for Web Applications that are robust, scalable, and efficient has become an essential need to match other businesses. One guaranteed way of doing so is the most popular and tried method of web development, i.e., LAMP stack, which is short for Linux, Apache, MySQL, and PHP, and here's why you should employ a professional LAMP stack developer for your next web project.
The Power Go with LAMP Stack
LAMP stands for the open source, tried-and-true web development framework that runs most of the successful web applications. Each element in the LAMP stack serves its specific role.
Linux: The operating system provides a secure and stable environment.
Apache: The web server that accepts and services requests.
MySQL: It is responsible for databases where the data must be stored and retrieved.
PHP: Application logic behind dynamic content functionality.
Reasons to Hire a Skilled LAMP Stack Developer?
Skill and Knowledge
A highly skilled LAMP stack developer comes with heaps of expertise and experience that would ensure maximum standards as far as the web project is concerned. They are thoroughly knowledgeable with each of the components in the LAMP stack and know how best to optimize them for the best performance. When hiring a LAMP stack developer, you basically save on the project cost since it will highly benefit from the specialized skills and knowledge that such a professional brings on board.
Cost-Efficiency
Implementation of open source technologies such as LAMP will see one's development costs go considerably down. Hiring a LAMP stack developer equates investing in a budget-friendly solution that does not compromise on quality. The open structure of the LAMP stack allows for an extensive degree of customizability, thus ensuring that your web application will serve high levels of requirements.
Flexibility and Scalability
A user can simply tailor the very extensible LAMP configuration according to needs. A highly-skilled developer will tailor your web application to meet its specific business demands while ensuring it grows with your organization. From small beginnings with a small project through to scaling up to a large application, you will find just what you require in a LAMP stack developer.
Security
The most important aspect of web development should be security. A well-skilled LAMP stack developer knows the best practices in securing every layer in the stack from server configurations through database management to application code. By hiring a LAMP stack developer, your web application shall be done keeping in mind the security of data and access by users.
Why choose AIS Technolabs ?
AIS Technolabs offer to aid the development of high-quality services and other marketing features. Experienced LAMP stack professionals from AIS Technolabs are totally at your disposal for devising high-performing web software specific to the business goal. Whether you are looking for a simple website or a high-complexity web portal, this is where AIS can help you realize your dream.
Something to Read More
The LAMP stack is known as a very reliable and scalable solution. The term Wikipedia proves that Linux, Apache, MySQL, and PHP have collected many successful web applications. And a study done by Carnegie Mellon University even points out that LAMP is very useful in most large-scale projects, which also includes the early stages of Facebook.
Case Studies and Success Stories
One of the most crucial methods to realize the worth of hiring a qualified LAMP stack developer is through the fail-safes of success in real life. For instance, Wikipedia uses the LAMP stack for their huge database of articles and millions of hits each day. Another good example is the early days of Facebook, employing the LAMP stack to scale very quickly according to its standards and level of user consumption.
Problems That a LAMP Stack Developer Can Solve for You
Problem: Development Costs Are Too High
Solution: A good developer skilled in the open-source LAMP stack will be able to come up with web applications that are cheap yet very efficient in quality. This will help the organization spend its funds more efficiently in achieving its targets within the budget.
Problem: Limited Scalability
Solution: A LAMP stack developer will design and develop scalable applications that grow with your business. Each layer of the LAMP stack will be optimized to ensure that your web application can handle increased traffic and demands for more data as your business expands.
Problem: Security Issues
Solution: Security should not be compromised when it comes to any web project. A good LAMP stack developer comprehends how best each layer of the stack should be secured, ranging from server configuration down to database management and application code. They will fortify your web application against possible attacks through shielding measures.
Problem: Integration with Other Technologies
Solution: A competent LAMP stack developer is able to make any integration of your web applications with other technologies and platforms a piece of cake. Be it connection with third-party APIs or any other new feature, as well as migrating existing data into new structures or applications, a LAMP stack developer will come through.
Strong Calls to Action
Are you ready to take your web project to the next level? Don't wait another moment; contact a skilled LAMP stack developer today and let them unlock the full potential of your web application. We are here at AIS Technolabs to assist you every step of the way. So what are you waiting for? Do it and see how our expertise transforms your business.
Conclusion
Hiring a competent LAMP stack developer is one of the best things you can do for your web project, since they are having expertise, cost-effectiveness, Flexibility, security, and you are on your way to having a very successful and high-performing web application. AIS Technolabs is committed to providing great development and marketing services which meet your needs. Let us make something really awesome.
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