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Weekly #13-2025: AI, React, PHPxTKY meetup and More

  • A new framework called Tokenize Image as a Set uses set-based tokenization and discrete diffusion for image generation.
  • Perplexity AI aims to enhance TikTok's functionality with deep content discovery and truth-seeking features.
  • React Server Components (RSC) and React Server Functions (RSF) are being increasingly adopted for UI standardization and data handling.
  • The rise of AI coding assistants is causing a shift in the role of software engineers, emphasizing AI orchestration over hands-on coding.

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The long overdue MacBook Pro design refresh might land in 2026

  • The long overdue MacBook Pro design refresh might land in 2026.
  • According to a Bloomberg report, Apple is expected to overhaul the MacBook Pro design in 2026 with the release of the M6 model.
  • The redesign is rumored to include a switch from mini-LED to OLED screens and the removal of the boat-shaped notch.
  • There are also debates about the inclusion of a touch-sensitive display and the possibility of introducing cellular connectivity to the MacBook.

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Tech Radar

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Blade Runners of LinkedIn are hunting for replicants – one em dash at a time

  • LinkedIn users are trying to identify AI-generated content, with a focus on the use of em dashes as a potential telltale sign.
  • The em dash, commonly used in US English, is ChatGPT's default option likely due to its training on US content, causing suspicion among some on LinkedIn.
  • However, experts suggest that the use of em dashes is more a stylistic difference rather than a clear indicator of AI-generated content.
  • As a result, some people are removing em dashes from their writing to avoid being mistaken for using AI tools like ChatGPT.
  • Concerns about identifying AI-generated content extend to other indicators like Clunky syntax, emoji use, and overly enthusiastic marketing language.
  • Despite calls for better AI detection tools, the current ones do not always accurately identify AI-generated content, leading to potential misidentifications.
  • While AI can assist in various writing tasks, the fear of it replacing human effort and the associated ethical and environmental concerns persist.
  • The article concludes that the focus on blaming punctuation for AI-generated content distracts from deeper concerns about the authenticity of content in the digital age.
  • Ultimately, the fear lies not in the tools like ChatGPT but in the potential loss of authenticity and the blurred lines between human-created and AI-generated content.
  • The article raises questions about the future of content creation and the coexistence of human and AI-generated content in the digital landscape.
  • It suggests that the pursuit of authenticity should not be overshadowed by a fixation on specific punctuation marks as potential indicators of AI involvement.

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Tech Radar

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Quordle hints and answers for Monday, March 31 (game #1162)

  • Quordle hints and answers for Monday, March 31 (game #1162) are provided.
  • The hints reveal information like the number of vowels, repeated letters, and starting letters in the Quordle game.
  • The answers for Quordle game #1162 are RECUT, MOODY, WHERE, and BRACE.
  • Players discuss their strategies and challenges faced in solving the Quordle puzzles.
  • Additional Quordle answers for the past 20 games are also listed for reference.

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NYT Strands hints and answers for Monday, March 31 (game #393)

  • Today's NYT Strands theme is… That's an equine of a different shade!
  • Spangram has 14 letters.
  • First side of the spangram board: top, 5th column
  • Last side of the spangram board: bottom, 2nd column

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5 Awesome Nextcloud Alternatives

  • If you're considering alternatives to Nextcloud, several self-hosted options offer features ranging from security to user-friendly interfaces.
  • 1. ownCloud: Reliable for file syncing, with encryption and two-factor authentication, suited for large organizations.
  • 2. Seafile: Performance-oriented sync with encryption and user-friendly setup, ideal for enterprises focusing on collaboration.
  • 3. Pydio: Secure collaboration with access controls and compliance focus, best for businesses needing data control.
  • 4. Syncthing: Peer-to-peer sync emphasizing privacy, encryption, and control over data transfers for tech-savvy users.
  • 5. Cozy Cloud: Personal data management tool with encryption, integrations, and simple setup for individual use.
  • Consider deployment options, security features, user-friendliness, and customization when choosing an alternative to suit your needs.
  • Select the suitable cloud solution based on collaboration, security, compliance, privacy, or personal use needs, aligning with your infrastructure and preferences.
  • Ensure the chosen alternative aligns closely with your requirements and justifies transitioning from Nextcloud for an optimal solution.

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­I’m finally learning to code — and I didn’t start with a programming course

  • For those looking to learn coding, the fun way may be the best way, rather than focusing solely on efficiency and best practices.
  • Choosing enjoyable approaches to learning can enhance motivation and persistence in gaining new skills.
  • Starting with understanding the basics of computer science and history, such as through 'The Universal Computer: The Road from Leibniz to Turing,' can provide a solid foundation.
  • The book 'Code: The Hidden Language of Computer Hardware and Software' by Charles Petzold is recommended for gaining insight into how computers work.
  • Even if math feels challenging, it is not a prerequisite for programming, as abstraction allows programmers to focus on higher-level tasks.
  • Programming involves dealing with levels of abstraction, enabling coders to work without delving deeply into mathematical intricacies.
  • By venturing into high-level programming, individuals can distance themselves from complex mathematical calculations, making coding more accessible.
  • Reading about the history of computers and the basics of computer hardware and software can assist in building a comprehensive understanding of programming.
  • Acquiring foundational knowledge before diving into a formal programming course can help learners grasp concepts more easily and build confidence.
  • Approaching coding with persistence and a willingness to learn, even without a traditional tech background, can lead to successful skill acquisition in programming.

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I hope Microsoft adds these 6 things to the next major Windows Update

  • Windows 11 updates continue to evolve, offering potential improvements and fixes despite occasional hiccups.
  • Rumors suggest exciting new features for the upcoming major Windows update, sparking anticipation.
  • Expected changes include a new Start Menu design with cleaner organization and file sharing UI enhancements.
  • The update may provide broader support for devices like the Snapdragon X2 chip, leading to a more stable system.
  • Other anticipated features include smaller taskbar icons, color-coded battery indicators for charging status, and lock screen customization options.
  • Microsoft's potential updates aim to enhance user experience, offering improved visual cues and customization possibilities.
  • While these features are still under testing and subject to change, they hold promise for enhancing Windows 11 usability.
  • The upcoming changes could offer users a refreshed experience and better functionality, with improvements in various aspects of the operating system.
  • It is essential to approach these potential updates with caution as plans may shift, but they have the potential to enhance the Windows 11 experience.
  • Users are advised to stay informed through Microsoft Insider builds to see which features ultimately make it to the live version.

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AWS 101 Workshop

  • Amazon Virtual Private Cloud (VPC) allows you to create an isolated virtual network in AWS.
  • Understanding key components of VPC: VPC, Subnets, Route Tables, Internet Gateway, NAT Gateway, VPC Endpoint.
  • Step-by-Step Guide to Creating a VPC using the AWS VPC Wizard.
  • Key Learnings: Multiple Availability Zones, Benefits of Two NAT Gateways, Maximum Number of Subnets, Choosing the Right CIDR Blocks.

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Understanding Linux Package Manager: Deploying A Lamp Stack in Linux.

  • A package manager in Linux automates the process of installing, updating, configuring, and removing software packages.
  • Key functions of a package manager include installation, upgrades, removal, dependency management, package integrity, and repository management.
  • Package managers simplify software management, handle dependencies, ensure security and package integrity, and provide access to centralized repositories.
  • The LAMP stack (Linux, Apache, MySQL, PHP) is a popular open-source software bundle used for building and hosting web applications.

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How to Host a Static Website on Amazon S3

  • Amazon Simple Storage Service (S3) is a reliable and cost-effective solution for hosting static websites.
  • To host a static website on Amazon S3, follow these steps:
  • Step 1: Create an S3 Bucket and choose a unique name and region for your bucket.
  • Step 2: Enable Static Website Hosting and specify the index document and error document.

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Deploy Scalable VPC Architecture on AWS Cloud

  • Deploy a Modular and Scalable Virtual Network Architecture with Amazon VPC.
  • Pre-Requisites include having an AWS account with necessary permissions and preparing the web application repository.
  • Create a Golden AMI by launching an EC2 instance with Ubuntu 24.0 and installing necessary dependencies like Apache Web server, Git, CloudWatch Agent, and AWS SSM Agent.
  • To configure CloudWatch Agent, save the memory_metrics.json file at /opt/aws/amazon-cloudwatch-agent/bin/ directory.
  • Create an AMI from the EC2 instance, test it by launching a new EC2 instance, and verify connectivity using SSH.
  • Create IAM roles for SSM and CloudWatch functionalities, set permissions for S3 bucket, and create a VPC network with multiple subnets.
  • Configure Internet Gateways, NAT Gateways, Route Tables, and Transit Gateway for effective traffic routing between VPCs.
  • Set up VPC Flow Logs, Security Groups, Target Groups, Network Load Balancer, and Auto Scaling Group for optimal performance.
  • Update Route53 hosted zone for DNS routing, and validate by logging into private instances via the Bastion Host.
  • By following these steps, one can deploy a scalable VPC architecture on the AWS cloud efficiently.

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Edge Security Showdown: Vercel Firewall vs. Cloudflare - Protecting Your Modern Web App

  • Both Vercel and Cloudflare offer robust edge security solutions, but with different approaches and features.
  • Vercel Firewall provides integrated protection for applications hosted on Vercel, including managed WAF, DDoS mitigation, IP blocking, and more.
  • Pros of Vercel Firewall include simplicity, seamless integration with Vercel, optimized performance, and unified workflow.
  • Cons of Vercel Firewall include less configurability, Vercel-specific protection, limited advanced features, and cost implications.
  • Cloudflare offers advanced WAF, enterprise-grade DDoS protection, global network, extensive blocking options, bot management, and detailed analytics.
  • Pros of Cloudflare include unmatched DDoS protection, customizable WAF, platform agnostic solutions, feature richness, cost-effective tiers, and maturity.
  • Cons of Cloudflare include complexity, potential latency, DNS management requirements, and possible conflicts when proxying with Vercel.
  • Vercel advises against using Cloudflare's proxy due to potential caching issues, IP address obfuscation, feature impacts, SSL/TLS conflicts, performance interference, and debugging complexity.
  • Vercel Firewall is suitable for Vercel users, while Cloudflare is recommended for advanced security needs, multi-cloud hosting, and cost considerations.
  • Choose Vercel Firewall for integrated security and use Cloudflare for DNS management to avoid performance and feature conflicts.
  • Select the tool that aligns best with your security requirements, technical expertise, and hosting environment for optimal protection.

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Now is not the time to buy a new graphics card

  • Graphics cards are currently in a chaotic state with inflated prices and low availability, prompting a warning against purchasing them.
  • It is advised to wait for a better time to buy a new graphics card, despite the constant advancements in technology.
  • Delaying a purchase can save money and discourage unethical business practices in the industry.
  • By refraining from buying GPUs at excessively high prices, consumers can influence market trends and potentially force price reductions.
  • It is crucial not to normalize paying extra for privileged access to purchase graphics cards during this challenging period.
  • Purchasing from smaller retailers or directly from manufacturers, and considering pre-built PCs, can be more cost-effective strategies.
  • Second-hand or older generation cards can be alternatives, but buyers need to be cautious about potential issues like high prices and lack of warranty.
  • Overall, consumers are encouraged to make informed and conscientious decisions when buying a graphics card amidst the current market conditions.

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AWS Cost Categories with OU Structure

  • AWS Cost Categories allow organizing spending based on rules mapping costs to the business structure.
  • The approach described in the article automates the alignment of AWS Cost Categories with the AWS Organizations Organizational Unit (OU) structure.
  • The script assigns accounts to category names derived from the OU path and generates Cost Category rules accordingly.
  • The script enables cost analysis based on OU level categorization of accounts, providing a useful perspective for understanding costs.

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