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Medium

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The Hive Workers: The Backbone of the Fractal Network

  • Hive Workers are affordable, energy-efficient devices designed to contribute to the operation and maintenance of the Fractal network.
  • They actively validate transactions and maintain the decentralization of the Fractal network.
  • Hive Workers enable true decentralization, ensuring every participant plays an active role in maintaining the integrity of the network.
  • They promote financial inclusion, environmental impact, and provide opportunities for education and charitable initiatives.

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TechCrunch

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GitHub Copilot introduces new limits, charges for ‘premium’ AI models

  • GitHub Copilot, Microsoft-owned AI coding assistant, is introducing new limits and charges for premium AI models.
  • GitHub announced premium requests, imposing rate limits for tasks that use AI models other than the base model.
  • Copilot Pro users will receive 300 monthly premium requests, while Copilot Business and Enterprise users will receive 300 and 1,000 monthly premium requests respectively.
  • Subscribers may purchase additional premium requests at $0.04 per request or upgrade to the Copilot Pro+ plan for 1,500 premium requests.

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PlanetPython

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Python Engineering at Microsoft: Python in Visual Studio Code ��� April 2025 Release

  • Python, Pylance, and Jupyter extensions for Visual Studio Code have been released in April 2025.
  • Enhancements include improved Python development using Copilot and Notebooks, support for editable installs, a faster and more reliable diagnostic experience, and the ability to pass custom Node.js arguments to Pylance.
  • Copilot now supports editing and creating Jupyter notebooks, while Pylance supports import paths for packages installed in editable mode.
  • The release also includes faster diagnostics and the option to customize Node.js arguments.

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Dev

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Day-1 🌟 Understanding Java Statements: Normal, Conditional, and Control Statements

  • Normal statements are basic building blocks executed in a sequential manner.
  • Conditional statements help make decisions based on conditions.
  • Control (looping) statements are used to repeat a block of code based on a condition.
  • Jump statements such as break and continue provide additional control within loops.

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Dev

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🚀 GitHub SSH & "Repo Not Found": The Mistake That Took Me a Bit Too Long to Debug

  • A developer encountered a 'Repository not found' error when trying to clone a private GitHub repository using SSH.
  • The error occurred because the machine was authenticating the SSH key associated with the wrong GitHub account.
  • The solution was to generate a new SSH key for the correct GitHub account, add it to the SSH agent, and configure a custom SSH host in ~/.ssh/config.
  • By using the correct SSH key and GitHub identity, the developer was able to successfully clone the private repository.

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Dev

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How I Built an HSC GPA Calculator for Bangladeshi Students Using Next.js

  • A Bangladeshi student built an HSC GPA calculator using Next.js.
  • The calculator is tailored for Bangladeshi students and handles optional subject GPA rules.
  • The GPA is instantly calculated and can be exported as a PDF.
  • The project uses Next.js, TypeScript, React Hook Form, Zod for validation, Tailwind CSS, and is deployed on Vercel.

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Dev

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5 practical tips for internationalizing your Website

  • Using a CMS is recommended for managing translations and making content editing easier.
  • Leveraging GitHub Copilot or other AI code editors can help replace hardcoded strings with i18n variables.
  • Using an i18n linter can help detect missing translations in different parts of the website.
  • Switching to the new language and using the website for a few weeks can help identify additional translation issues.

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Medium

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The AI Revolution: How Artificial Intelligence is Reshaping Our Future

  • AI has evolved from simple rule-based algorithms to advanced machine learning models.
  • AI is revolutionizing various industries, including healthcare, business, and transportation.
  • Ethical concerns surrounding AI include job displacement, bias in AI models, and privacy issues.
  • The future of AI holds promises of Artificial General Intelligence, AI-powered creativity, and stronger regulations.

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Dev

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Understanding Hydration Errors by building a SSR React Project

  • Hydration errors occur when the HTML rendered by a server doesn't match the structure expected by React during client-side hydration.
  • Server-Side Rendering (SSR) involves the server rendering the HTML before sending it to the client.
  • SSR applications were often used with template engines like Jinja, Handlebars, etc., whereas Client-Side Rendering (CSR) relies on rendering in the browser using JavaScript.
  • Hydration errors can cause discrepancies between server-rendered HTML and client-side functionality, like event handling.
  • To fix hydration errors, ensure consistency between server and client rendering, such as matching props and content.
  • React's hydrateRoot function enables rendering React components on top of server-rendered HTML on the client side.
  • Nested p tags, rendering timestamps, and browser-specific APIs can lead to hydration errors.
  • Fixing hydration errors involves adapting code to ensure the client and server rendering align properly.
  • React may tear down and recreate components with mismatches to ensure correctness, potentially impacting performance.
  • Understanding and addressing hydration errors is crucial for maintaining a seamless and consistent user experience in React SSR projects.

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Medium

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JavaScript Frameworks: Top Picks for Developers

  • Developers look for simple, fast, and flexible software tools.
  • JavaScript libraries have improved performance and rendering best practices.
  • Astro, HTMX, and Alpine.js are popular frameworks for simplicity and power.
  • Alpine.js offers a reactive UI in a small package.

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Dev

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Build Your Own AI Meeting Notetaker Agent using Supercog Agentic Framework 🚀

  • To start building an AI Meeting Notetaker Agent, first install the Supercog Agentic Framework.
  • Next, set the required API keys for OPENAI and Meetings Bots As A Service.
  • To start the Meeting NoteTaker Agent, run the server in background along with the web dashboard interface.
  • Send the bot to join a meeting using the provided meeting URL and interact with the meeting data.

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Medium

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The Role of Staking in the Dmail Ecosystem: Rewards, Governance, and Network Growth

  • Staking in the Dmail ecosystem is crucial for maintaining network integrity and decentralization, providing security, governance, and growth benefits.
  • Users stake $DMAIL tokens in Dmail to support network operations, security, transaction validation, and governance decisions, ensuring only legitimate actors influence the platform.
  • Dmail employs a proof-of-stake (PoS) consensus mechanism, where staked tokens contribute to transaction validation, network security, and governance.
  • Earning rewards is a primary incentive for staking $DMAIL tokens, with users receiving additional tokens based on their staked amounts.
  • Staking rewards increase with the amount of staked tokens, offering more influence in network security and higher rewards.
  • Staking enables governance participation in Dmail, allowing users to vote on protocol changes, platform upgrades, and new features.
  • Staking plays a vital role in maintaining Dmail network security, validating transactions, and deterring malicious actors in a decentralized system.
  • The $DMAIL token serves multiple functions within the ecosystem, including paying fees, staking, and voting, increasing its utility and value.
  • Staking helps sustain network decentralization, encourages long-term commitment, attracts new users, and contributes to Dmail's growth.
  • Staking is integral to the Dmail ecosystem, supporting security, scalability, and decentralization, shaping the platform's future in the Web3 landscape.

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Javacodegeeks

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Building Multi-Region Firebase Applications for Global Scalability

  • To achieve global scalability with Firebase, it is essential to configure multi-region settings for high availability and performance.
  • Core Firebase services like Realtime Database and Cloud Firestore have single-region limitations by default.
  • Strategies such as database replication, regional microservices, and data partitioning can enhance multi-region architecture.
  • Steps include configuring Multi-Region Firestore, deploying Functions to multiple regions, and implementing regional routing.
  • Performance optimization techniques for multi-region Firebase apps focus on data localization, connection optimization, and monitoring.
  • Monitoring a multi-region Firebase app involves setting up alerts, tracking latency, and implementing failover strategies.
  • Cost considerations for global deployments include managing data transfer fees, compute costs, and network traffic.
  • Balancing performance, reliability, and cost is crucial for delivering a seamless global experience with Firebase applications.

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Medium

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The Role of NFT Domains in Decentralized Email

  • Dmail Network introduces NFT-based email addresses, allowing users to own and control their email addresses as NFTs.
  • NFT domains are domain names minted and secured as NFTs on the blockchain, granting decentralized ownership to users.
  • NFT domains offer full ownership, control, and security over email addresses, unlike traditional centralized email providers.
  • Decentralization and security are key advantages of NFT domains, as they reduce the risk of data breaches and offer tamper-proof communication.
  • NFT domains simplify email management by allowing easy transfer and integration with various blockchain services.
  • Dmail Network uses NFT domains to ensure user control, privacy, and seamless integration with Web3 tools.
  • NFT email addresses by Dmail offer permanent ownership, no third-party interference, and easy usage across different blockchain services.
  • Future implications of NFT domains include expanding use cases beyond email addresses and mass adoption of decentralized email solutions.
  • Dmail's innovative approach with NFT domains could lead to a more secure and user-controlled email communication landscape in the future.
  • The adoption of NFT-based email systems could revolutionize how we communicate online, offering enhanced privacy, security, and ownership.

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Medium

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The Role of Dmail’s Staking Mechanism in Web3 Communication

  • Decentralized systems are becoming crucial in the Web3 landscape, offering enhanced privacy and user control, with platforms like Dmail Network leading the way.
  • Dmail's staking mechanism is a significant feature that improves user experience and provides benefits for supporting the platform's growth.
  • Staking in Web3 involves users locking up cryptocurrency to secure decentralized networks and earn rewards like tokens or governance rights.
  • Users can stake $DMAIL tokens on Dmail to engage with platform features, ensuring transparency, ownership, and security in line with Web3 values.
  • Dmail's staking system allows users to stake tokens, earn rewards, and participate in governance decisions, fostering community involvement and long-term commitment.
  • Benefits of staking $DMAIL on Dmail include increased platform security, passive income through rewards, and empowerment through governance participation.
  • Staking is crucial for Dmail's future as it enhances platform stability, encourages community engagement, and creates a self-sustaining ecosystem.
  • With upcoming innovations and partnerships, staking will continue to shape Dmail's future, providing users with expanded opportunities for engagement and rewards.
  • Dmail's emphasis on community governance ensures user-centricity and decentralization, allowing users to contribute to the platform's success and evolution through staking.
  • Dmail's staking mechanism is instrumental in the decentralized communication space, empowering users to secure, govern, and grow the Dmail Network while earning rewards.

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