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Juneteenth Tribute Page 🎉

  • The submission is for the Frontend Challenge - June Celebrations, CSS Art: June Celebrations, featuring a Juneteenth Tribute Page.
  • Juneteenth Tribute Page celebrates freedom, resilience, and heroes, commemorating the end of slavery in the United States.
  • The tribute page includes a glass morphic navigation bar, a hero section with a bold Juneteenth message, an education section about Juneteenth, hero cards for Frederick Douglass, Harriet Tubman, MLK Jr., and Opal Lee, an embedded video about the holiday, responsive design, and a mailing list signup form.
  • The project helped the creator practice responsive layouts, CSS flexbox, and modern UI techniques like glass morphism, as well as form styling and ensuring smooth user navigation.
  • The page is built with HTML5, CSS3, Flexbox & Media Queries, and deployed with GitHub Pages.
  • The creator thanks DEV for the challenge and wishes Happy Juneteenth!
  • The submission portrays a meaningful tribute to the historical significance and cultural celebration of Juneteenth.
  • It showcases both design and technical skills in creating a responsive and engaging web page dedicated to honoring Juneteenth.
  • The inclusion of key historical figures and educational content adds depth and relevance to the tribute.
  • The project demonstrates a blend of creativity, technical proficiency, and a commitment to inclusivity and education.
  • The use of modern design elements like glass morphism and a clean layout enhances the visual appeal and user experience of the page.
  • Overall, the Juneteenth Tribute Page exemplifies a thoughtful and well-executed project that aligns with the spirit of commemorating Juneteenth.
  • This submission captures the essence of celebrating freedom, resilience, and heroes within the context of Juneteenth.
  • It provides a platform to honor and educate about the historical significance of Juneteenth, showcasing dedication to cultural awareness and inclusivity.
  • The responsive design and interactive elements further enhance the user experience of exploring and learning about Juneteenth on the Tribute Page.

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Don't Be a Foolish, Contributing to Open Source the Right Way

  • Influencers in the software engineering industry often seek attention and followers, but it's important not to blindly follow them.
  • Contributing to open source should be meaningful and not just for personal gain or recognition.
  • Ways to contribute meaningfully include replacing paid software with open source alternatives, showing gratitude to maintainers, sponsoring projects, spreading the word, and actively participating in issue reporting and fixing.
  • When contributing to open source projects, ensure following proper guidelines, labeling, testing, and submitting clean pull requests.
  • The essence of genuine open source contribution lies in understanding problems, actively engaging with the software, and offering valuable solutions rather than seeking rewards or validation.
  • Open source software is a collaborative platform for creators and builders, emphasizing intentionality, helpfulness, and respect in contributions.
  • Nixopus, a modern open-source VPS manager, is recommended for those looking to contribute and improve existing software.
  • The article encourages starting with open source contributions and emphasizes the significance of genuine intentions and helpfulness in the community.

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Asynchronous programming in Javascript.

  • JavaScript, being single-threaded, offers asynchronous programming to handle complex tasks without blocking the script.
  • Asynchronous programming in JavaScript allows the script to continue executing while waiting for tasks to complete.
  • Callback functions are used in asynchronous programming to execute tasks after the main function has completed.
  • Promises represent the result of an asynchronous operation in JavaScript and can be in pending, fulfilled, or rejected states.
  • Promises offer a more modern approach to asynchronous programming and can be created using the Promise constructor with then and catch methods.
  • Async/await is a more readable way to handle asynchronous operations in JavaScript, making code look like synchronous code.
  • Async keyword is used to declare asynchronous functions, await keyword is used to wait for promises to be resolved.
  • Async/await makes it easier to understand and maintain asynchronous code in JavaScript.
  • Asynchronous code within an async function executes asynchronously while code outside the function executes synchronously.
  • The await keyword can only be used within asynchronous functions in JavaScript.
  • Understanding asynchronous programming in JavaScript is crucial for creating efficient and responsive applications.
  • Asynchronous programming offers callback functions, promises, and async/await as methods to handle asynchronous tasks.

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LLMs are all the vibe… but what’s next?

  • The writer reminisces about starting with BASIC programming language before moving on to Pascal, C, and later Java.
  • Programming languages allow for different forms of expressiveness and design choices.
  • With the shift to AI-native development, coding is moving away from traditional methods.
  • AI and large language models (LLMs) are excelling at generating code efficiently.
  • Prompting is becoming an alternative to traditional coding, blurring the lines between human input and machine output.
  • The predictability and determinism of LLM-generated code differ from traditional programming, posing challenges and opportunities.
  • The evolution towards prompting frees humans to work at higher levels of abstraction.
  • As LLMs become more autonomous, the intimate relationship with code may change, leading to potential shifts in code generation methods.
  • There is a growing focus on energy-efficient LLM-generated code and the optimization of code generation processes.
  • The future may see a transition to LLM-optimized code, potentially marking a significant shift in human-computer interactions.
  • The transformation towards LLM-optimized code raises questions about trust, human understanding, and the implications for society.

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Fine-Tuning a Language Model for Summarisation using LoRA

  • Summarisation involves extracting important points from a large body of text, done through either extractive or abstractive methods.
  • Extractive summarisation treats each sentence as a binary classification problem, simplifying the summarisation process but with limited capabilities.
  • Abstractive summarisation generates a new paragraph based on the meaning of the original text, more expressive yet complex to implement.
  • Fine-tuning a small T5 variant using LoRA, a technique updating low-rank matrices, effectively balances model performance and efficiency.
  • LoRA is ideal for efficient training in low-resource environments and multiple models, reducing parameter updates while maintaining expressivity.
  • Utilizing Hugging Face, the project fine-tunes the model using LoRA, emphasizing fast prototyping and adaptable pipeline for real-world tasks.
  • BERTScore F1 metric was employed to evaluate summarisation performance, showcasing improvement through LoRA fine-tuning in comparison to the vanilla model.
  • While the project showcases adapter-based fine-tuning, concerns include domain transfer testing, training duration, inference optimization, and token limits for efficiency.
  • Despite limitations, the project demonstrates the effectiveness of minimal fine-tuning updates on a pretrained model to enhance performance.
  • The project serves as a learning experience in implementing adapter-based fine-tuning with LoRA and welcomes input on improving evaluation metrics and techniques.

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How do signals in Angular 20 simplify reactive programming for me

  • Signals in Angular 20 simplify reactive programming by providing a lightweight, synchronous, and intuitive way to manage state changes.
  • No more manual subscriptions are required with signals as they automatically notify dependent code when values change, reducing bugs and boilerplate code.
  • Fine-grained reactivity ensures that only relevant parts of the application update when specific state changes occur, improving performance.
  • Signals easily integrate with templates, allowing direct binding and automatic synchronization between UI and data.
  • Predictable and debuggable state management is facilitated by signals, making it clear where state changes come from and how they affect the app.
  • Signals reduce boilerplate and complexity by requiring less code compared to traditional RxJS patterns, especially for local component state.
  • Overall, signals in Angular 20 streamline reactive code writing, enhancing readability, maintainability, and debugging efforts.

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Material Design 3 in Flutter: Complete Theming Guide

  • Embracing Material Design 3 (M3) in Flutter offers more than just aesthetics, enhancing accessibility, personalization, and developer efficiency.
  • Focus on integrating M3 into Flutter projects for a visually appealing and intuitive user experience.
  • Material Design 3 in Flutter transforms apps with enhanced accessibility and a touch of 'Material Magic.'
  • Explore custom theming, dynamic color, and new Widget features to differentiate your apps.
  • Material Design 3 (formerly Material You) is an ambitious evolution of Material Design.
  • Stay up-to-date with design systems like Material Design to create modern mobile interfaces.

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The Magic of Message Moderation

  • Message moderation is crucial for optimizing message delivery based on type, location, and reliability.
  • Moderators manage threading in bindable components to ensure efficient processing of messages without blocking or concurrency issues.
  • Bindable components support standard application behaviors and are stateless, making them reentrant and easily replaceable at runtime.
  • Load balancing, failover, and scaling are simplified with stateless bindable components.
  • Components define their own message contracts, allowing for independent evolution without affecting the entire system.
  • Messages between bindable components are implemented as method calls, creating a flexible and adaptive system.
  • Node federation enables dynamic, self-organizing networks of service nodes for hosting and executing bindable components.
  • The architecture of bindable components, service nodes, and message moderators ensures clean separation of logic, data, and moderation.
  • Bindable components can send synchronous or post asynchronous messages, and moderators maintain interaction boundaries for consistency and performance.
  • The system created is a living one, easy to understand, extend, and debug.

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SwiftUI: How Far We’ve Come Since WWDC 2019

  • SwiftUI was introduced at WWDC 2019 as a declarative UI for Apple platforms, changing the game for iOS developers.
  • Initial excitement surrounded SwiftUI, with its ability to build with less code compared to UIKit and live previews.
  • Transitioning from UIKit to SwiftUI posed challenges like state management and navigation issues for developers.
  • SwiftUI's reactive and state-driven nature, along with property wrappers like @State and @Binding, set it apart from UIKit.
  • While SwiftUI has matured and become a go-to framework for personal apps, it still has limitations compared to UIKit.
  • SwiftUI's cross-platform capabilities make it ideal for medium-scale app development across Apple devices.
  • The evolution of SwiftUI includes added features like Liquid Glass design, 3D Swift Charts, improved lists performance, and UIKit interoperability.
  • Developers are encouraged to keep exploring SwiftUI's advancements, learning from challenges, and embracing its declarative approach.
  • SwiftUI has transformed UI development, requiring a shift in mindset and offering opportunities for immersive and performant app creation.
  • The journey through SwiftUI's evolution offers insights and inspiration for seasoned and new iOS developers alike, emphasizing continuous learning and growth.

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🐍 Don't Need to Create requirements.txt and .venv Manually [UV]

  • uv is a fast Python package manager and task runner that replaces pip, venv, and parts of poetry.
  • uv simplifies project setup and dependency management without the extra overhead.
  • uv init command sets up a project environment, creating a pyproject.toml and setting up the .venv automatically.
  • uv add command allows instant addition of dependencies like 'rich' to your project.
  • Dependencies are added to pyproject.toml, installed, and updated in uv.lock with uv add command.
  • uv run command automatically runs the app inside the managed environment without manual activation of .venv.
  • After cloning or pulling a UV based project, use 'uv venv' to activate the environment and 'uv sync' to install all packages from pyproject.toml.
  • Additional commands like uv pip, uv pip freeze, uv sync --update offer more functionality.
  • Users can change Python versions or specify a version in .python-version using uv.
  • uv provides a more efficient alternative to traditional package management tools in Python.

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How Building a Weather App Helped Me Finally Understand APIs

  • Building a weather app from scratch using Python helped the author understand APIs better than just reading about them.
  • The project taught the author about error handling, data formatting, API keys, and enhanced their appreciation for Python automation.
  • The author shares their experience in demystifying APIs through the weather app project.

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How to Make Money by Teaching Programming Online

  • Teaching programming online can be a lucrative endeavor, even without being a professional developer or having a computer science degree.
  • There are numerous ways to monetize your coding knowledge and help others learn, regardless of your level of experience.
  • The guide offers insights on how to teach programming, where to teach it, and how to make money doing so.
  • Learning to code is highly sought after, with millions of individuals looking to acquire this skill, creating a substantial demand for programming instructors.
  • Unlike traditional teaching roles, online programming instruction does not require a physical classroom or formal certification to start.
  • You only need coding knowledge and a desire to teach to begin this journey.
  • Once you have the basics, there are numerous opportunities available to you.
  • The potential for making money through teaching programming online is vast.
  • The opportunities in the field are boundless.
  • There is a huge market of individuals eager to learn coding, ranging from students to those seeking career changes.
  • This demand creates a significant need for programming educators.
  • Teaching coding online offers flexibility and the chance to reach a global audience.
  • You don't need a traditional classroom setting or formal qualifications to start teaching programming online.
  • Teaching programming can be a rewarding experience both professionally and financially.
  • Coding is considered the language of the future.
  • Teaching programming can be a fulfilling way to share your knowledge and skills with others who are eager to learn.

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A Comprehensive Guide to CSS Flexbox Container and Item Properties

  • CSS Flexbox is a layout module that efficiently aligns and distributes space among items in a container.
  • Flex Container: The parent element with display: flex or inline-flex. Flex Items: Children of the flex container.
  • Flex Container Properties include Flex Direction, Flex Wrap, Flex Flow, Justify Content, Align Items, Align Content, and Gap.
  • Flex Direction defines main axis direction. Flex Wrap controls item wrapping. Flex Flow combines direction and wrapping.
  • Justify Content aligns items on the main axis. Align Items aligns items on the cross axis. Align Content manages lines in multiple line containers.
  • Gap sets gaps between items. Flex Items Properties include Order, Align Self, Flex Grow, and Flex Shrink.
  • Order defines item order. Align Self overrides alignment. Flex Grow controls item growth. Flex Shrink manages item shrinking.
  • Best practices include testing responsiveness, avoiding overusing grow/shrink, combining properties efficiently, and debugging with DevTools.
  • Mastering Flexbox properties helps create flexible layouts. Properties like flex-direction, justify-content, order, and flex-grow are crucial.
  • Web Story Eligibility: true

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Tech Weekly: The 7 Biggest Developer News Stories You Missed This Week

  • Vercel released Next.js 15.1 with React 19 support, urging developers to upgrade for improved performance and features.
  • GitHub Copilot reduced pricing and introduced a free tier, intensifying competition in AI-assisted coding tools.
  • Docker introduced AI-powered container optimization, promising significant performance enhancements for deployment processes.
  • React Native 0.75 stabilized its new architecture, offering faster startups and better memory usage but faces library compatibility issues.
  • npm mandated 2FA for top package maintainers to enhance ecosystem security, influencing dependency management strategies.
  • Bun 1.2 improved Windows support and npm compatibility, potentially becoming an alternative for faster builds and package management.
  • OpenAI reduced enterprise API pricing, making AI features more accessible and stimulating AI integration in developer tools.
  • Developers are advised to upgrade tools like Next.js, leverage AI coding assistance, and stay informed about evolving technologies for improved workflows and job prospects.

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Secure Note Manager in React – Part 1: Cryptography with WebCrypto API

  • The article discusses building a secure note manager in React that runs in the browser and encrypts data client-side.
  • Tech stack includes React for UI, WebCrypto API for cryptographic operations, and IndexedDB for storage.
  • The article covers setting up the project, routing with React Router, and configuring the Redux store.
  • It focuses on implementing cryptography functions like key derivation with PBKDF2, encryption & decryption with AES-GCM, and SHA-512 hashing.
  • Cryptography utilities for exporting keys, salt generation, and encoding data are also discussed.
  • The article provides detailed code snippets and explanations for key derivation, encryption, decryption, hashing, and other cryptographic processes.
  • Functions are explained step by step with details on inputs, operations, and outputs.
  • The article emphasizes secure practices like using random salts, IVs, and encoding data for safe storage.
  • The article concludes by highlighting the importance of the cryptographic backbone for a secure note manager.
  • In-depth tutorial on building secure note manager with React and WebCrypto API while following best cryptographic practices.
  • The article is informative and suitable for web story generation.

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