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Medium

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Ariana Grande "Brighter Days Ahead: Eternal Sunshine Deluxe" Album | Zip & Mp3? Download

  • Ariana Grande's new album 'Brighter Days Ahead: Eternal Sunshine Deluxe' is set to be released soon.
  • The album is accompanied by a short film featuring Grande revisiting the Brighter Days memory-wiping clinic.
  • In the film, Grande's character, Peaches, is shown waiting in a wheelchair as her name is called.
  • The teaser hints at Peaches returning to the clinic when she is older.

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Best AI Software to Help You Earn Up to $100 Daily: A Humanized Approach to Making Money with AI

  • ChatGPT can be used for writing blog posts, social media content, and more to earn money on platforms like Upwork and Fiverr.
  • Jasper AI is ideal for creating marketing copy and ads, offering opportunities to earn through copywriting services.
  • Teachable allows for the creation and selling of online courses with the help of AI tools, offering a passive income stream.
  • Platforms like Fiverr and Upwork provide opportunities to offer various services using AI tools for tasks like design, transcription, and coding.
  • Amazon Mechanical Turk offers microtask jobs where AI tools can assist in completing tasks efficiently to reach $100 a day.
  • AI-driven platforms like Trade Ideas and CryptoHopper can aid in stock trading, potentially earning over $100 a day with a solid strategy.
  • Survey sites powered by AI like Swagbucks and Prolific can help you earn money by completing tasks based on preferences and demographics.
  • AI has revolutionized earning opportunities, emphasizing the importance of consistency, creativity, and leveraging AI tools effectively.
  • Success in earning through AI requires a combination of effort, trial and error, and utilizing AI as a tool to enhance existing skills.
  • Strive for consistency and creativity while using AI tools to explore new income streams and boost productivity in the digital age.

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Dev

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Why Generalists Will Survive the Gaming Industry’s Collapse

  • The gaming industry is facing a crisis, with mass layoffs becoming the norm.
  • The industry's over-reliance on hyper-specialized talent is problematic in an unstable market.
  • Generalists, with a broad skill set, are better positioned to navigate instability.
  • Generalists demonstrate adaptability, independence, career flexibility, and rapid learning.

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Dev

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Efficiently handle large datasets, huge files and data streams with PHP generators

  • Handling large files or data streams in PHP can be challenging without efficient methods like generators.
  • Comparing the memory-intensive array approach to the memory-efficient PHP Generators for processing large files.
  • Loading entire files into arrays can lead to high memory consumption and errors, especially for large files.
  • Generators in PHP allow processing one row at a time without storing the entire dataset in memory.
  • Generators yield values on-demand, making them ideal for handling huge files or infinite sequences.
  • Generators offer lower memory usage, improved performance, lazy evaluation, scalability, and work well with infinite sequences.
  • Best suited for handling large files, streaming data, processing huge datasets efficiently, and generating large sequences.
  • Generators are not suitable for random access, multiple data processing, sorting, filtering, or advanced operations on the entire dataset.
  • Generators are recommended for memory-efficient processing in PHP projects, providing benefits in efficiency, performance, and scalability.
  • Using generators can be a game-changer for handling large datasets and data streams effectively in PHP.

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Why I’m Betting on Web Components in 2025

  • Modern frontend development is fragmented with various frameworks and UI libraries, making it tiresome to rebuild UI components each time.
  • The author is betting big on Web Components, which are suite of native browser technologies that allow creation of custom, reusable HTML elements that work with any frontend tech.
  • Web Components face challenges like styling, framework friction, learning curve, and lack of tooling. However, modern advancements have addressed many of these issues.
  • Web Components offer advantages such as cross-framework compatibility, future-proofing, isolation, interoperability, and performance, making them suitable for micro frontends and polyglot stacks.

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Stopping the Stream: A Pythonic Guide to Controlling OpenAI Responses

  • This article discusses a practical approach to providing users with control over stopping AI-generated responses.
  • The challenge is to stop the stream mid-generation without disrupting the entire application.
  • The solution involves implementing a StreamController class and an AIResponseGenerator class.
  • The implementation allows for stopping the stream and includes pro tips for performance and error handling.

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Python Blogs

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CoinGate: Best Bitcoin & Crypto Payment Gateway & Processor

  • CoinGate is a leading cryptocurrency payment gateway that allows businesses to accept payments in Bitcoin and more than 70 other digital currencies.
  • Key Features of CoinGate include wide cryptocurrency support, instant conversion to fiat, multiple integration options, API for developers, Lightning Network support, payment buttons, and a point of sale system.
  • CoinGate offers seamless integration, secure and compliant transactions, no chargebacks, and competitive fees, making it a superior choice among crypto payment gateways.
  • CoinGate is ideal for e-commerce shops, freelancers, retail stores, subscription-based platforms, gaming and digital services, and any business looking to accept crypto payments.

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Medium

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How to find your next AI startup idea when everything seems possible

  • The article discusses a mental model called the Critical Frequency Matrix to identify valuable AI startup opportunities within enterprises.
  • It categorizes enterprise tasks based on frequency and criticality to create a simplified fingerprint of the business.
  • Tasks that are low-frequency and high-criticality, like major corporate pivots or crisis management, are where human leadership shines over AI automation.
  • High-frequency, high-criticality tasks offer market opportunities but pose challenges for AI agents, requiring near-perfect reliability and accuracy.
  • Low-criticality, high-frequency tasks, such as routine customer support inquiries, are ideal for automation through AI systems.
  • Low-frequency, low-criticality tasks offer potential through generalized AI assistance but require exceptional adaptability and intelligence.
  • The market value of automating a task increases with frequency and criticality, with tasks being more valuable when they are both frequent and essential to the business.
  • The article suggests focusing on tasks that cause constant pain as they may hold higher business value than solving episodic pain.
  • The framework helps investors focus on enterprise value and identifies areas with potential for new AI-native ventures.
  • It provides a checklist for building an AI-native startup and emphasizes the importance of addressing interconnected tasks effectively.

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AI and the Future of Work: Embracing Change in the Age of Automation

  • AI is transforming job roles across multiple sectors, evolving job functions and creating new types of roles.
  • Emerging job roles in the age of AI include AI trainers, data scientists, machine learning engineers, and AI ethics consultants.
  • Ethical implications of AI in hiring include potential biases in recruitment algorithms and transparency in automated decisions.
  • Future skills required in a world with AI involve critical thinking, technical proficiency, emotional intelligence, adaptability, and lifelong learning.

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Dev

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First Alpha of Gland Framework Released

  • The first alpha version of the Gland framework has been released.
  • The framework has some challenges, including the dependency on HTTP in @gland/core and the lack of proper documentation and tests.
  • The developers are seeking feedback and contributions from the community to improve the framework.
  • The ultimate goal is to make Gland a scalable and flexible framework, compatible with various protocols.

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Please Go. You Can Stay.

  • An employee shares their experience of being laid off in a confusing manner by their company.
  • The company wanted to keep two senior developers to transfer to another company, but offered uncertainty about their future job security.
  • The employee was offered a severance package and had mixed feelings about finding a new job.
  • The employee also had to train their replacement before receiving the severance payout.

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Medium

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Open Source Products — It’s Time

  • Applying open source methods can revolutionize various industries, not just software.
  • NodeCosmos offers a holistic view of product components and processes, organizing them into transparent chunks.
  • Using branches in NodeCosmos allows for collaborative contributions, ensuring continuous improvement.
  • Open models foster inclusivity, empowering unexpected sources of insights, and future-proof projects in a rapidly evolving world.

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Dev

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Understanding Azure Resource Groups: A Comprehensive Guide

  • Azure Resource Groups in Microsoft Azure serve as logical containers for organizing and managing related cloud resources within the Azure Resource Manager framework.
  • Resource groups play a crucial role in centralizing control over resources like virtual machines, storage, databases, and networking elements.
  • They enable simplified tasks such as deployment, access control, cost tracking, and lifecycle management by grouping resources together.
  • Resource groups debuted with Azure Resource Manager in 2014, providing a structured way to manage cloud assets through templates and declarative frameworks.
  • They offer logical resource association, hierarchical management scope, cross-region flexibility, metadata storage, and support for Infrastructure as Code (IaC).
  • Advantages of Azure Resource Groups include centralized management, granular cost visibility, RBAC enforcement, lifecycle-based governance, and operational flexibility.
  • Best practices for managing resource groups involve structured naming conventions, resource grouping alignment, metadata tags utilization, workload isolation, IaC implementation, RBAC enforcement, and regional compliance consideration.
  • Common use cases for Azure Resource Groups include application deployment, environment segregation, cost allocation, disaster recovery, and high availability strategies.
  • Resource groups function as a strategic framework for structuring and efficiently managing cloud resources, ensuring cost optimization, access control, and compliance.
  • Mastering Azure Resource Groups is essential for maximizing cloud efficiency, security, and scalability within the Azure ecosystem as cloud computing evolves.

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Understand More Search Tuning (SPLK-1004 exam preps)

  • Splunk heavy forwarders can filter and route event data based on various criteria, including event metadata like source, source type, or event patterns.
  • Routing can be configured through props.conf, transforms.conf, and outputs.conf files, with the ability to index data locally before forwarding or perform selective indexing.
  • Splunk's search processing language (SPL) supports Boolean operators: AND, OR, NOT, and XOR.
  • Exclusion searches using NOT tend to be less efficient than inclusive ones.

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Dev

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Python vs. C for Microcontrollers — Which One Wins?

  • Python with MicroPython and CircuitPython is challenging the dominance of C in embedded systems by offering simplicity and readability.
  • C excels in performance with compiled code, running faster than Python, crucial for real-time systems.
  • Python, though interpreted, provides faster development cycles and acceptable latency for many embedded applications.
  • In memory usage, C offers granular control, allowing for efficient usage in constrained environments.
  • MicroPython and CircuitPython typically require less memory overhead than C variants, making Python more memory-efficient.
  • Python enables rapid prototyping and quick iteration, cutting development time by 40–60% compared to C.
  • Python's readability and community support make maintenance easier, especially in collaborative or educational projects.
  • C is suitable for real-time systems, low-level hardware interfacing, and resource-constrained devices.
  • Python is ideal for rapid prototyping, educational projects, and IoT applications with rich libraries.
  • Hybrid models combining Python for high-level logic and C modules for critical routines are gaining traction in embedded development.

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