An Ultimate Guide to Python Web Development You Need to Know

An Ultimate Guide to Python Web Development You Need to Know

Python web development is a widely favored option for building interactive websites and web applications. Python provides a comprehensive ecosystem of frameworks, libraries, and tools that streamline the development workflow, empowering developers to construct scalable and high-performance web solutions.  In this blog, we’ll delve into Python web development, and examine various libraries available for building Python web apps. Let’s check it out! What Exactly is Python Web Development? Python web development involves using the Python programming language to build and maintain websites, web applications, and web services. This process encompasses everything from simple web pages displaying static content to complex, interactive web applications that handle data processing, user authentication, and dynamic content generation. Python web development typically involves server-side coding, where the logic and functionality of the website or application are handled. Developers can use Python to interact with databases, manage user sessions, perform data analysis, and integrate with other web services. Why Should You Use Python for Web Development? Python has become a go-to language for web development, known for its significant advantages that cater to building dynamic and scalable web applications. Here are key reasons that make Python a top choice for developers in the web domain. #1 Readability and Simplicity Python's syntax is renowned for its clarity and brevity, which underscores the language's focus on code readability and straightforward maintenance. Developers can convey complex ideas with fewer lines of code, enhancing the speed and efficiency of the development process. This simplicity makes Python approachable for newcomers and allows seasoned programmers to work more productively and collaborate seamlessly. #2 Large and Active Community The Python ecosystem is supported by a vast and enthusiastic community of developers who contribute to its continuous enhancement and provide assistance. There's an abundance of libraries, frameworks, and tools developed by the community that cater specifically to web development needs. This wealth of community resources empowers Python with versatile solutions for diverse web development challenges. #3 Extensive Libraries and Frameworks Python's rich set of libraries and frameworks greatly eases web development tasks. Django, a flagship Python framework, offers a comprehensive toolkit for crafting intricate web applications, equipped with out-of-the-box capabilities like user authentication, database ORM, and URL routing, adhering to the MVC design pattern. Flask, another popular choice, is a micro-framework that grants developers more flexibility in structuring their applications. Along with other frameworks like Pyramid and Bottle, they lay a solid groundwork that boosts development productivity. #4 Scalability and Performance Python stands out for its ability to scale and perform adeptly under the demands of high-traffic web services. Features such as asynchronous programming enable Python frameworks like Django and asyncio to handle multiple concurrent requests effectively, optimizing server utilization. Furthermore, Python's compatibility with other programming languages allows for the integration of high-performance components written in languages like C or C++, enhancing performance where necessary. #5 Integration and Compatibility Python's flexibility shines in its seamless integration with a wide array of technologies. It supports a multitude of databases, from traditional SQL databases like MySQL…
Web Application Development What Exactly Is It

Web Application Development: What Exactly Is It?

A web application is a type of computer program that you can use through a web browser, like Chrome or Safari, or on web-connected devices like smartphones and tablets. These apps run on special computers called web servers, and anyone with the internet can use them. They're a big part of our everyday lives and are becoming more important as time goes on. A study by Statista shows that the money spent on making web applications will reach $179.90 billion in 2024. To do web application development, developers are using modern tools like React, Angular, and Vue.js more and more. These tools help make the process of creating web applications quicker, improve their performance, and make them easier to keep up to date. In this blog, we’ll delve into the definition of web application development and also give you a detailed guideline for it. Now, let’s get started! What Does A Web Application Mean? Web applications are interactive tools that work on the internet and you use them through a web browser. These apps are special because they learn from what you do. As a result, it sends this information back to the people who made them. This helps those creators understand what you like and how you use the app, which is super helpful for them to make their products or advertisements better suited to what you want.  One key thing that sets web applications apart from regular websites is they focus on making your experience great. While traditional websites are built based on what the tech developers think will work best, web applications use your feedback and actions to make things better and more personalized for you. For example, if you spend a lot of time looking at certain products in an online store, the store can remember that and suggest similar items next time you visit. What Exactly Is Web Application Development? Web application development is about making software apps that work on the internet and can be used in web browsers. Think of it as creating tools or services that you can use online, without having to install anything on your computer. These can range from basic websites to fancy sites where you can interact and do lots of different things. Key Aspects of Web Application Development Client-Side Development: This is about creating the parts of the website you can see and interact with, like buttons and menus. It mainly uses HTML to organize the content, CSS to make it look nice, and JavaScript to make things happen when you click or scroll. Server-Side Development: This part is all about the behind-the-scenes work that makes the website function. It involves setting up the server, where the website's data is processed, managing user logins, and making sure everything runs smoothly. Languages like Python, Ruby, Java, PHP, and Node.js are often used here. Database Management: Websites often need to keep track of information, like user profiles or product listings. This is done with databases. The work here includes…
Top 10 Web Development Companies in Hong Kong

Top 10 Web Development Companies in Hong Kong

A website helps your business get noticed and trusted on the internet. For small businesses, making a website is pretty straightforward with tools that are easy to use, even for beginners. But when it comes to setting up a bigger, more complex website, it might feel a bit overwhelming. That's where a web development company comes in handy.  A web development company has teams filled with people who know exactly what they're doing when it comes to building websites. You'll find project managers who keep everything on track, business analysts who ensure the website meets your needs, designers who make the website look good, and web developers who build the site. In this blog, we’ll delve into the top 10 web development companies in Hong Kong. As a result, we help it can help you find the right web development company that meets your business requirements. Now, let’s get started! Why Should You Hire a Web Development Company? Hiring a web development company offers several key benefits that can significantly impact your business's online success: Expertise and Experience: A web development company has teams of experts who specialize in different areas, such as design, development, user experience, and SEO. Their combined expertise ensures your website is not only visually appealing but also functional, user-friendly, and optimized for search engines. Time-Saving: Building a website can be time-consuming, especially if you're not familiar with the latest web technologies. A professional team can take this burden off your shoulders, allowing you to focus on your core business activities. Customization: Unlike using pre-made templates that might not fit your specific needs, a web development company can create a customized website that aligns with your brand identity and meets your unique business requirements. Scalability: As your business grows, your website will need to evolve. Professional web developers can build scalable websites that can be easily expanded or updated with new features and functionalities as your business needs change. Reliability and Maintenance: A reputable web development company will ensure your website is reliable, loads quickly, and is secure from cyber threats. They also provide ongoing maintenance and support to address any issues that may arise. Top 10 Web Development Companies in Hong Kong for Your Business Growth Rorko Location: Bengaluru, India Minimum project size: $5,000+ Employee: 10 - 49 Service: Web development, custom software development, web design, mobile app development, e-commerce Website: https://www.rorko.com/ Rorko is the number one web development company in Hong Kong. Rorko has established itself as a distinguished player in the realm of web development, with a focus on crafting dynamic, robust, and user-centric web apps. Their approach encompasses a deep dive into the business needs of their clients, ensuring that the web solutions provided not only enhance customer engagement but also significantly contribute to the brand's online presence and growth.  Rorko offers comprehensive strategies that include competitor analysis, technology optimization, and ongoing app performance monitoring, ensuring their solutions remain relevant and effective in the ever-evolving digital landscape. Their service suite is expansive,…
Top 5 Must-Know Generative AI Examples in 2024

Top 5 Must-Know Generative AI Examples in 2024

Within the dynamic realm of artificial intelligence, Generative AI stands as an outstanding innovation, redefining the creative capabilities of machines. This field has achieved extraordinary progress, from producing artwork and music to composing text with a human touch, captivating enthusiasts and specialists alike. This blog will explore the heart of Generative AI, presenting ten must-know Generative AI examples in 2024 that showcase its profound impact and potential. Let’s check it out! Some Undeniable Benefits of Generative AI Below are some undeniable benefits that generative AI brings to today’s digital era, let’s take a look! Benefits of Generative AI Description Content Generation Creates content for websites and social media, saving time Language Translation Accurate translation between languages, enhancing global communication Artistic Creativity Generates art, music, and poetry, expanding machine creativity Data Augmentation Generates synthetic data to improve machine learning models Chatbots and Virtual Assistants Powers smart chatbots and virtual assistants for user support Medical Diagnosis Aids in medical image analysis and informed decision-making Autonomous Vehicles Enhances self-driving car perception and decision-making Personalization Creates personalized recommendations for products and services Scientific Research Models and simulates complex phenomena, accelerating discoveries Natural Language Understanding Analyzes sentiments, chats, and summarizes data for business insights Top 5 Generative AI Examples in 2024 In 2024, generative AI has taken creativity and efficiency to new heights. Now, we’ll give you the top 5 generative AI examples in order to help you have a deeper understanding of generative AI’s powerful application. Image Generation In the dynamic world of generative AI examples, the magic of Image Generation showcases just how clever generative AI models can be. Generative AI tools like DALL-E 2, MidJourney, Jasper, and Stable Diffusion change the game by turning simple text descriptions into stunning images. How Does This Work? Generative Adversarial Networks (GANs): GANs are the heart of image generation. Why? Image GANs as a duo of neural networks - one is the generator and the other is the discriminator, and they’re in a contrast creative showdown. Generator: This part of the network is like an assisting artist, starting with a blank canvas (random noise) until a masterpiece emerges - an image that looks absolutely real.  Discriminator: The discriminator’s role is to judge the art. Trained on a gallery of real images, it’s got an eye for detail and tries to spot the fakes from the real deal. The ultimate goal for the artist is to fool the discriminator with its creations. Adversarial Training: Here’s where the magic happens - in this ongoing battle of wits between the generator and the discriminator. As the generator gets better, the discriminator has to up its game, leading to even more realistic images being created. Generative AI Examples of Image Generation DeepDream by Google: This tool turns your photos into something out of a dream, making everyday images look like they've jumped out from a fantasy world. [caption id="attachment_2680" align="aligncenter" width="1024"] DeepDream's Website[/caption] Website: https://deepdreamgenerator.com/  StyleGAN by NVIDIA: Ever seen those ultra-realistic faces that look like they belong to someone, but…
Top 10 Generative AI Tools You Should Know for 2024

Top 10 Generative AI Tools You Should Know for 2024

As we step into the new year, generative AI is transforming how we work, create, and innovate. From writing content to designing visuals and coding, these generative AI tools are making tasks easier and more efficient.  According to Statista’s statistics, generative AI is cutting down the time it takes to create content by 40%. If you're looking to stay ahead in the tech game, in this blog, we’ll give you the top 10 generative AI tools you should master in 2024. Let’s get started! What Exactly is Generative AI? Generative AI refers to a category of AI technologies and algorithms designed to generate new content or data that is similar to but not identical to the training data it has been fed. This can include text, images, music, voice, videos, and other forms of media or digital content.  A well-known example of generative AI is GPT, which generates human-like text based on the input it receives. These systems rely on complex neural network architectures, such as deep learning and machine learning models, to generate content that can be surprisingly creative and nuanced. The key aspect of generative AI is its ability to create content that was not explicitly programmed or inputted into the system. Instead, it learns from examples to produce entirely new creations that maintain the essence or style of the input data, making it a powerful tool for a wide range of applications, from content creation and design to solve complex problems in innovative ways. Generative AI Tools’ Roles in the Digital Era Generative AI tools are really changing the game in so many areas, and it's pretty exciting to see! Imagine having a tool that can help whip up everything from cool graphics to new software features. That's where generative tools AI come in, making things faster, more creative, and super innovative. Content Creation: In the world of content creation, writers, marketers, and all sorts of creative people are teaming up with generative AI tools to make magic happen. They're using these cool generative AI tools to whip up content faster, making their whole process smoother and cutting down the time they spend on creating stuff by a whole 40%!  Art and Design: Artists and designers are having a breakthrough with generative AI tools, using them to make all kinds of cool art, drawings, and designs that really push the envelope on what's creatively possible. There's even a study that showed when they mix generative AI tools into their design work, they come up with 75% more fresh and attention-grabbing ideas than before. It's like having a creativity turbo-boost! Writing Code: For developers, generative AI tools are like a superhero for coding! It's making coding way easier by coming up with little bits of code on its own, spotting about 30% more bugs than usual, and even offering the best fixes for tricky problems. This means coders can get their work done quicker and make their code even better. Healthcare: In the world of medicine, generative AI…
Top 5 Essential Android Mobile App Development Fundamentals For Beginners

Top 5 Essential Android Mobile App Development Fundamentals For Beginners

Diving into Android mobile app development can be an exhilarating journey for beginners. This blog aims to lay down the top 5 essential Android mobile app development fundamentals that every begin developer should master. Whether you're looking to want to enhance your development skills, these key fundamentals will provide a solid foundation for your Android development endeavors! 5 Android Mobile App Development Fundamentals Master the Programming Language Mastering Java and XLM is essential for Android mobile app development. According to New Relic, Java's popularity continues, with a significant number of apps using Java 11 and Java 8 in production. The report also notes a 430% growth in the adoption of Java 17 within a year, indicating a strong and growing user base for Java.  Java remains one of the top programming languages, with about 40.2% of developers using it in their projects. Its strengths include its multi-threaded capabilities, and architecture-neutral design, making it versatile for various apps from server and desktop environments to mobile devices. Despite the emergence of new programming languages, Java's large development community, and more ensure its continued relevance and usage in significant projects by companies. Navigating the Right Android Mobile App Development Tools and Platforms Familiarity with the right mobile app development tools and environment is crucial for beginners in Android app development for several reasons.  Ease the Learning Curve: Using tools like Android Studio can significantly ease the learning process by providing a structured and feature-rich environment tailored for Android development. These tools offer build automation, integrated debugging, and testing facilities, which are essential for developing efficient and error-free apps​​. Automate and Optimize the Build Process: Moreover, understanding tools such as Apache Maven, Apache Ant, and Gradle is important as they offer a powerful set of tools for managing builds, which is a fundamental part of the development process. This knowledge helps in automating and optimizing the build process, managing dependencies, and ensuring that the app can be built consistently across different environments. Manage Code Changes Efficiently: Learning about source control tools and concepts, like Git, is also fundamental. Source control allows for efficient management of code changes, collaboration with other developers, and maintaining the history of project development, which is invaluable in any software development project​. Create Intuitive and Responsive UI Focusing on the design aspect, and understanding how to layout UI components using tools like the constraint layout in Android Studio is important for creating intuitive and responsive user interfaces. This knowledge aids in designing apps that can adapt to various device configurations, enhancing the UX across a wide range of Android devices​. Have a Deep Knowledge of Mobile App Components In Android mobile app development, app components serve as foundational elements, each acting as a potential entry point for the system into the app. These components, while functioning independently and serving unique roles, may also rely on each other. However, not every component serves as an entry point into the app. Android app development comprises five key components, each with a unique…
Top 10 Custom Mobile App Development Company in Hong Kong You Should Know

Top 10 Custom Mobile App Development Companies in Hong Kong You Should Know

In the heart of Asia, Hong Kong is a big deal when it comes to money and technology.  It's a place where lots of top-notch IT companies come together. Because of this, Hong Kong is a great spot for finding companies that make custom mobile apps. With Hong Kong’s unique blend of global influences and a strong local market, the demand for personalized and innovative mobile solutions is at an all-time high. Recognizing this trend, we’ll delve into the top custom mobile app development company in Hong Kong in this blog. This curated list highlights the front-runners in the industry and provides insights into their expertise and services. Choosing a custom mobile app development company is essential for businesses that want to drive their growth rapidly. So, let’s check it out! PYCO Group Year of foundation: 1999 Location: New York, US Employees: 250 - 999 Average hours rate: $25 - $49 Minimum project size: $100,000+ Service: Custom software development, mobile app development, web development, e-commerce development, staff augmentation, UX/UI design Website: https://www.pycogroup.com/  PYCO Group is the top custom mobile app development company in Hong Kong. Why? PYCO Group, established in 1999, is a globally recognized digital consulting and custom mobile app development company. With its headquarters in Belgium, PYCO Group prides itself on a team size of 550+ highly skilled employees. This indicates a robust capacity to handle diverse and complex projects.   PYCO Group provides a wide array of tech solutions, such as custom mobile app development, software development, e-commerce development, staff augmentation, and more. They committee delivers quality and innovative solutions to help businesses grow dramatically. > Related: Top 10 Leading Mobile App Development Companies in Hong Kong AMELA Technology Year of foundation: 2019 Location: Hanoi, Vietnam Employees: 250+ Average hours rate: $25 Minimum project size: $10,000+ Service: Mobile app development, web development, software development, staff augmentation, blockchain, AI, IoT, API Integration. Website: https://amela.tech/  With over 5 years of experience, AMELA Technology is the next top custom mobile app development company in Hong Kong. We rapidly expanded our team to nearly 300 developers and have collaborated with 150+ clients across various regions including Japan, Hong Kong, Singapore, and Poland. AMELA Technology is recognized as a dynamic IT outsourcing enterprise with more than 2 years active in Hong Kong. We already have carved a niche for ourselves in the highly competitive Hong Kong market by addressing the specific needs of this dynamic financial hub.  We specialize in a wide range of domains such as logistics, blockchain, e-commerce, IT, and software manufacturing, showcasing diverse expertise in the technology sector. Our service offerings are comprehensive, covering custom mobile app development, staff augmentation, API integration, and cutting-edge fields like blockchain, IoT, and AI. We’re well-regarded for our ability to deliver a broad range of services from web development to more advanced technological solutions like NFT marketplace development. Appnovation Year of foundation: 2007 Location: Sheung Wan, Hong Kong Employees: 250 - 999 Average hours rate: $100 - $149 Minimum project size: $10,000+ Service: Digital…
The Ultimate Guide to Custom Mobile App Development for Businesses

The Ultimate Guide to Custom Mobile App Development for Businesses

In the constantly changing world of technology, custom mobile app development is essential for business expansion. These apps, customized to meet your specific requirements, provide a distinct advantage by improving user interaction and satisfaction. So, learn why choosing to invest in custom mobile app development is a smart decision for your enterprise. In this blog, we’ll delve into the definition of custom mobile app development, and also explore some more about the world of it. Now, let’s get started! What Exactly Is Custom Mobile App Development? Understanding the concept of custom mobile app development is important for companies looking to succeed in the current technology-centric environment. This part highlights the importance of customizing mobile apps to fit your unique requirements and objectives. For those who don’t know, custom mobile app development is the process of creating mobile apps that are specifically tailored to meet the unique requirements and goals of a business. Unlike off-the-shelf apps that offer a general set of features for a broad audience, custom mobile apps are designed with a particular set of functionalities, UI, and UX in mind, catering to the specific needs of the app’s intended users. The custom mobile app development process encompasses the entire cycle of app creation, from ideation and design to development, testing, and deployment. Custom mobile app development ensures that the final product aligns closely with the client’s objectives, integrates seamlessly with their existing systems, and addresses the unique challenges and opportunities of their market or industry. What Are Some Key Characteristics of Custom Mobile App Development? Tailored Approach In contrast to generic apps that provide a universal solution, custom apps are designed to meet the precise objectives and aspirations of a business, ensuring alignment with the company's brand and values. Adaptability and Scalability As a business progresses and transforms, its app needs may shift. Custom apps can be readily adjusted and scaled to meet these evolving requirements, maintaining their relevance and efficacy over time. User-centered Design These apps are developed with the end-users in mind, aiming to deliver a user-friendly and engaging experience. By addressing the specific preferences and challenges of the target audience, developers can craft an interface that is both easy to use and appealing. Security With businesses frequently handling sensitive information and customer data, ensuring the security of this data is a priority. Custom apps provide the opportunity to implement strong security protocols, minimizing the risk of data breaches and safeguarding user information. Seamless Integration Custom mobile apps offer seamless integration with existing business systems and software, facilitating efficient data flow and enhancing productivity across various business operations. Whether it's integrating with customer relationship management systems or inventory management tools, custom apps can be designed to complement and enhance existing workflows. > Related: Top 10 Leading Mobile App Development Companies in Hong Kong Two Outstanding Features of Custom Apps #1 Personalized Approach and Custom Features This customization begins with an in-depth analysis of the business's goals and needs. Developers work closely with company stakeholders to understand…
Leading Mobile App Development Companies in Hong Kong

Top 10 Leading Mobile App Development Companies in Hong Kong

As a hub of innovation and technology, Hong Kong is home to the most creative and forward-thinking mobile app development company in the world. Whether you’re a startup looking to bring your vision to life or an established business aiming to enhance your digital presence, choosing the right mobile app development company is crucial. In this blog, we’ll guide you through the top 10 mobile app development companies in Hong Kong, offering insights into their expertise, innovative approaches, and how they stand out in this competitive landscape.  How to Choose The Right Mobile App Development Company for Your Business? Choosing the right mobile app development company is a decision that can significantly impact the success of your business’s digital initiatives. Here are some key factors to consider when selecting a partner for your mobile app development: Portfolio and Expertise Review the company's portfolio to understand their experience and the types of apps they've developed. This can give you insight into their design and development capabilities and whether they align with what you're looking for. Technical Skills and Specialization Ensure the company has expertise in the platform (such as iOS, Android, or cross-platform) you’re targeting. Familiarity with the lasted technologies and frameworks is also important for a future-proof app. Client References and Reviews You can check the mobile app development company’s reputation by reading or watching testimonials, and reviews on platforms like Clutch, and their case studies. If possible, contact their previous clients to get a sense of their satisfaction with the company’s work and client service. Quality Assurance and Testing Ensure the company has robust quality assurance processes and performs thorough testing to deliver a bug-free app. This includes functional testing, performance testing, and usability testing. Top 10 Mobile App Development Companies in Hong Kong AMELA Technology Year of foundation: 2019 Location: Hanoi, Vietnam Employees: 250+ Average hours rate: $25 Minimum project size: $10,000+ Service: Mobile app development, web development, software development, staff augmentation, blockchain, AI, IoT, API Integration. Website: https://amela.tech/  AMELA Technology is a mobile app development company based in Hanoi, Vietnam. AMELA’s core expertise lies in delivering custom software development, mobile app development, web development, and comprehensive IT consulting services. Our dedicated team comprises over 250+ highly skilled employees. Each of them brings a wealth of experience and specialized knowledge in cutting-edge technologies, including a strong proficiency in various programming languages. With over 5 years of working, AMELA is a mobile app development company that has been at the forefront of innovation, catering to diverse industries. Our commitment to excellence is reflected in our impressive portfolio of over 150 successful projects, earning us a remarkable client satisfaction rate. Our ability to understand the unique needs of businesses of all sizes, coupled with our dedication to delivering tailor-made solutions, sets us apart in the dynamic world of tech. > Related: App Development For Your Business – Detailed Guidance Developer Bazaar Technologies Year of foundation: 2019 Location: Indore, India Employees: 10 - 49 Average hours rate: $25 - $49 Minimum…
Flutter vs React Native: Which One is Better For Your Project?

Flutter vs React Native: Which One is Better For Your Project?

In the realm of cross-platform development, many frameworks will help businesses create a mobile app that can be active on both iOS and Android devices. In fact, Flutter and React Native stand out as two leading contenders. Each of these platforms brings its own set of pros and cons, leaving many app builders and businesses in a quandary over which one to choose.  As entering 2024, we bet that you don’t know what framework is better for cross-platform development! So, which one is better for your cross-platform app? In this blog, we’ll answer your questions. Now, let’s get started! What is Flutter? Flutter is a free and open-source tool for building mobile apps, created by Google. It’s designed so developers can write one set of code to make apps for both iPhone and Android phones. What does this mean? Developers don’t have to write everything twice, which saves a lot of time and effort. The heart of Flutter is Dart, a programming language by Google. Dart, combined with Flutter’s approach to programming, makes app development less complicated and more efficient. Flutter is great for designing complex app interfaces easily, thanks to its sophisticated layout capabilities. What’s more, Flutter comes packed with a set of built-in features and libraries that are specific to each mobile platform. This is handy because developers can make apps that feel right at home on both Android and iOS without needing to learn two separate languages. Flutter stands out because it’s totally free and open for anyone to use. So, this makes Fluter a perfect starting point for anyone wanting to dive into making mobile apps. Its quick update times, comprehensive features, and support for a wide range of devices offer developers robust and straightforward to craft attractive and useful mobile apps. > Related: Top 5 Popular Backend for React Native What is React Native? React Native, developed by Facebook, is a JavaScript framework designed for building mobile apps that work on both iOS and Android from a single codebase. It leverages the React library, known for its efficiency in building user interfaces, to help developers craft high-quality mobile apps with ease. The key advantage of React Native is its ability to allow for cross-platform development, meaning developers can write one set of code that runs on both major mobile platforms, saving time and reducing cost. This framework offers a wide range of features that streamline the app development process. For instance, developers can tap into native device functionalities like the camera, GPS, and phone contacts. This enables the creation of rich, full-featured apps. React Native also supports a wide array of UI components and integrates well with other popular libraries, such as Redux for state management, enhancing app functionality and user experience. One of the standout tools within React Native is hot reloading. This feature allows developers to see the effects of their code changes in real-time, without restarting the app, making the development process faster and more efficient. Overall, React Native is a powerful…
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