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Johndcook

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Golden powers revisited

  • A post revisiting the concept of golden powers, which are nearly integers, has been published.
  • The post explains why golden powers are close to integers using equations involving the golden ratio and the smaller root of x² − x − 1 = 0.
  • The equations reveal that the integers referred to in relation to golden powers are actually Fibonacci numbers.
  • The approximation for φn as an integer is nearly the sum of the (n + 1)st and (n − 1)st Fibonacci numbers, with the error decreasing exponentially with alternating signs.

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Idownloadblog

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How to install iOS 26 and iPadOS 26 developer beta today

  • iOS 26 and iPadOS 26 were announced at Apple's WWDC conference.
  • New features include an all-new Liquid Glass interface.
  • iOS 26 drops support for iPhone XR, XS, and XS Max.
  • Prepare by backing up your device before updating.
  • To install iOS 26, register as a developer and follow simple steps in the Settings app.
  • For past beta users, update to iOS 26 by selecting it in the Beta Updates section.
  • If you don't see the Beta Updates option, register on Apple's developer website.
  • To get iPadOS 26, follow the same process as for iOS 26.
  • For device compatibility with iPadOS 26, check iPad models listed.
  • If facing installation issues, wait for updates or try the Apple Developer app.

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RealPython

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Python Continuous Integration and Deployment Using GitHub Actions

  • GitHub Actions for Python empower developers to automate workflows efficiently.
  • Continuous Integration and Continuous Deployment (CI/CD) systems are crucial for maintaining software quality and deployment streamlining.
  • GitHub Actions make CI/CD accessible, enabling automation and customization of workflows within the repository.
  • A video course covers various aspects such as using GitHub Actions, automating linting, testing, deployment, securing credentials, and automating security updates.

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Dev

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🚀 From Local Repo to GitHub – Your First Commit and Push

  • Pushing your first local project online to GitHub can be intimidating for beginners in Git and GitHub.
  • The step-by-step process involves setting up a local Git repository, connecting it to GitHub, and addressing common issues like '403 Error' and 'Email Privacy Block.'
  • To address the '403 Error,' GitHub now requires a Personal Access Token (PAT) instead of passwords for pushing over HTTPS.
  • To resolve the 'Email Privacy Block,' use GitHub's no-reply email for commits and amend the commit to update the author.

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Medium

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Preventing Null Errors In Your .NET 9 Code

  • Dealing with null errors and runtime errors can be frustrating for .NET developers.
  • With the release of .NET 9, Microsoft introduces new features to help prevent these issues.
  • Understanding the root causes of null errors and runtime errors is essential before implementing solutions.
  • Common factors leading to runtime errors include various issues, not just null reference exceptions.

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Dev

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Understanding Integrated Workplace Management Systems (IWMS): Benefits and Definition

  • An Integrated Workplace Management System (IWMS) is a software platform that centralizes core aspects of facility management, including real estate, maintenance, asset, space/workplace, and sustainability management.
  • Benefits of IWMS include enhanced efficiency, cost reduction through preventive maintenance, optimized space utilization, sustainability and energy performance tracking, and smarter decision-making through data consolidation.
  • Planon IWMS offers solutions for real estate management, maintenance and asset management, space and workplace management, sustainability management, and smart building operations, aiming to streamline operations and enhance organization's performance.
  • IWMS like Planon helps organizations align operational excellence with long-term strategy, providing a foundation for smarter facility operations, enhanced decision-making, and cost control.

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Medium

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Why Modern Poetry isn’t Accessible in Public Libraries

  • Modern poetry differs from classic poetry in its visual presentation and use of language, which may make it less accessible to some readers.
  • The complexity of modern poetry, including its handling of sexuality and raw emotions, can be a barrier for readers trying to understand and connect with the poems.
  • The unique voice in modern poetry plays a significant role in conveying emotions and messages, sometimes louder than the words themselves.
  • Public libraries may struggle to make modern poetry accessible due to community preferences, but efforts should be made to ensure all forms of literature are available to everyone.

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Dev

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🎮 Exploring Amazon Q CLI Building a Simple Tic-Tac-Toe Game

  • Participated in the Amazon Q CLI Game Challenge to build a Tic-Tac-Toe game using Amazon Q CLI and Python.
  • Amazon Q CLI is an AI-powered command-line tool from AWS that assists in coding tasks like generating code snippets, explaining functions, bug fixing, and providing architectural insights.
  • Setup involved signing up for an AWS Builder ID, installing Amazon Q CLI, setting up Python, and initiating Amazon Q CLI chat to build the game.
  • Amazon Q CLI efficiently generated the Python code for the Tic-Tac-Toe game and provided explanations, making it a quick and insightful learning experience.

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Dev

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Introducing Guilty as Sock Hub: Tools and Strategies for Your Party Game

  • Introducing Guilty as Sock Hub, a toolkit for the indie party game Guilty as Sock, offering tools like a character generator, evidence card creator, and game-tracker.
  • The Guilty as Sock Hub aims to enhance gameplay by streamlining setup, creating new storylines, and helping players track progress over time.
  • The toolkit provides in-depth strategy guides to help players master the courtroom chaos of the game.
  • The creator is excited to share this project with the dev.to community and looks forward to contributing more game-driven tools and insights in the future.

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Technically Dev

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How do AI models think and reason?

  • AI models like ChatGPT historically play the word guessing game for generating text responses.
  • New generation models like DeepSeek’s R1 and OpenAI’s o3-mini are focusing on thinking and reasoning like humans.
  • A research paper in 2022 introduced the STaR method to teach models to develop rationales for their answers, encouraging thinking over word generation.
  • STaR method rewards models for providing the right answer with a good rationale, aiming to refine their reasoning abilities.

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Logrocket

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How to define a good retention metric for your product

  • Retention is a critical concept in product management but often misunderstood, with many defining it incorrectly as a daily/weekly/active user metric.
  • A good retention metric should focus on the value users derive from the product over time, not just their usage frequency.
  • Defining retention based on natural frequency of use and value generation is crucial for a meaningful metric.
  • Different products have different usage frequencies, so retention metrics should align with how often the problem your product solves occurs.
  • Key actions that indicate value should be tracked to ensure the retention metric reflects meaningful interactions.
  • Combining natural frequency of use with key value-generating actions creates a truly actionable retention metric.
  • For ad-hoc products used infrequently, defining a retention metric may not make sense as building habits around them is challenging.
  • Strategies for ad-hoc products include focusing on brand awareness or developing more frequently used products to drive retention.
  • Properly defined retention metrics help evaluate habit-building features and gauge the product's effectiveness in solving user problems.
  • Retention should be measured as an indicator of habit formation, not just for the sake of tracking metrics.

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Medium

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Can code replace the human body? —  Neuroprosthetics

  • Programming has been widely used in automation, finance, and app development.
  • Recent advancements at the intersection of computing and neuroscience have led to the emergence of more human-centric applications.
  • Researchers successfully developed a high-performance speech neuroprosthesis that enables speech generation directly from brain activity.
  • This breakthrough in speech decoding showcased the possibility of reading internal neural activity with external hardware.

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Dev

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Tidbit 04: JavaScript Promise Chain vs No-Chain

  • A promise chain is formed when multiple promise handler functions (.then() or .catch()) are appended to handle results and errors.
  • In a promise chain, each handler function receives the result from the previous function, forming a seamless chain of operations.
  • When the promise is not chained properly by prefixing the promise every time before each .then() handler, it results in independent promise handling and can lead to unexpected outcomes.
  • Understanding how to correctly chain promises is crucial in JavaScript to ensure proper flow of asynchronous operations and avoid common mistakes developers make.

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Jetbrains

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Faster Python: Concurrency in async/await and threading

  • Concurrency in Python can be achieved using async/await and threading to make programs execute multiple tasks concurrently.
  • Async/await and threading libraries in Python enable the appearance of concurrency, although CPU processing is still limited by the GIL in multithreading.
  • Async/await involves cooperative concurrency where coroutines yield control to each other, while threading uses the operating system scheduler to manage processes.
  • Python's asyncio package and async/await keywords simplify asynchronous programming by using coroutines to pause and resume functions.
  • By leveraging asyncio, tasks can be completed faster by allowing other processes to run concurrently while waiting for I/O operations.
  • In contrast, threading can be used for true parallelism on multiple CPU cores, but it requires careful handling of race conditions to prevent errors.
  • Concurrency is beneficial for speeding up programs, especially in I/O-bound tasks, where async/await can optimize waiting time during operations like database queries.
  • For CPU-bound tasks, Python's GIL limits true parallel processing, but techniques like multiprocessing and parallel programming can be used for better performance.
  • Debugging concurrent code in PyCharm can be simplified using breakpoints, real-time variable views, and console integration to track execution flow across different threads.
  • Overall, mastering concurrency in Python with async/await and threading, along with proper debugging techniques, can improve program efficiency and performance.

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Medium

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earn rewards with Pepe Unchained ($PEPU)

  • Pepe Unchained offers a staking protocol with a 60% APY, with 30% of the total token supply allocated for distribution to stakers over two years.
  • Investors who participated in the presale can stake their tokens immediately and start receiving increased returns after seven days from the official listing.
  • A double rewards event was announced by Pepe Unchained in mid-December 2024, offering participants the opportunity to earn double rewards by staking on their Layer 2 platform.
  • To stake and earn rewards with Pepe Unchained, acquire $PEPU tokens through supported exchanges, bridge the tokens to their Layer 2 platform, stake the tokens using the platform's feature, and start earning rewards based on the APY with potential additional incentives during special events.

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