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By understanding this article you could create an empty system: abstract: comprehension of logical…

The article discusses the understanding of causality using logic, existential logic, and logical event sequences.
It emphasizes the importance of Generative AI being reliable and strategies to avoid AI hallucinations.
The author presents a technical sheet with concrete strategies like step-by-step reasoning and uncertainty management.
The reader's comment highlights the significance of knowing what one is doing to prevent hallucinations in processing requests.
The concept of creating an empty system through logical sequences and understanding existential logic is explored.
The article delves into the understanding of causality, existential logic, and the balance between active and passive functioning.
It also touches on creating logical scenarios, predictions, and eventuality based on data collection and deduction.
The article discusses the active and passive zones, the concept of passive functioning, and the role of logic in defining infinity.
It concludes by encouraging readers to create an empty, abstract system and practice understanding to build logical sequences.
The importance of managing emotions to control impulses and actions is highlighted, emphasizing the balance between understanding and sensation.

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Medium

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Event Timing Tricks That Only Work in JavaScript Microtasks

JavaScript runs everything on a single thread, managed by the event loop which processes tasks and microtasks in a specific order.
Tasks like setTimeout callbacks go to the task queue, while microtasks like Promise .then() callbacks go to the microtask queue.
Microtasks have higher priority and are executed before tasks, allowing for nested microtasks and timely execution of Promise callbacks.
Async operations like await utilize microtasks, pausing functions briefly and resuming with microtasks for responsive behavior.
Microtasks offer a way to delay operations without actual waiting, ensuring timely execution within the JavaScript event cycle.
Chaining microtasks enables breaking down work into smaller steps for efficient processing without freezing the browser.
By using microtasks, developers can keep related logic closely grouped, ensuring correct sequencing without reliance on delays.
Microtasks provide a lightweight method to maintain order of operations and quick follow-ups without interference from external events.
Utilizing microtasks allows for precise timing control and execution sequencing within JavaScript, optimizing performance.
Microtasks leverage the JavaScript event loop structure to prioritize and efficiently handle asynchronous operations and tasks.

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Dev

377

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🧠 Backing Fields in C#: What They Are and Why You Should Care

A backing field in C# is a private variable that stores the actual value for a property, allowing for customization and logic in property access.
Auto-properties are convenient but lack the ability to incorporate logic or validation, unlike properties backed by a field.
Classic use cases for backing fields include validation, logging or side effects, and transforming input data to manipulate values appropriately.
Backed fields offer flexibility and control, allowing developers to handle property behavior beyond basic getters and setters in C#.

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Dev

342

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Naming Things in Code: Why It’s Hard and How to Do It Better

Naming code elements like variables and functions can be challenging, requiring precision and empathy for future readers.
Choosing clear, descriptive names is crucial for code readability and maintenance.
Variables should be named as nouns or noun phrases, reflecting the data they hold.
Functions or methods should be named as verbs or verb phrases, indicating the actions they perform.
Boolean variables should have positive names to avoid confusion, like using isEnabled instead of isNotVisible.
Distinguishing private or member variables using consistent naming conventions enhances code clarity.
Descriptive names trump short, cryptic ones to make code self-explanatory and easier to understand.
Consistent casing styles and naming conventions across projects promote readability and maintainability.
Using singular names for single items and plural names for collections contributes to code intuitiveness.
Good naming practices improve code readability, reduce bugs, and enhance collaboration in software development.

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Dev

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PHP Anywhere

Online PHP compilers have revolutionized coding by eliminating setup hassles and allowing instant coding in the browser, with over 78% of PHP developers utilizing them regularly.
Key benefits include zero setup headaches, cross-device compatibility, and seamless learning opportunities for beginners.
Top online PHP compilers like PHPSurf.com, OnlinePHP.io, and Programiz offer unique features catering to various user needs, from clean interfaces to version testing capabilities.
User experience varies across platforms, with interface quality and learning tools being crucial factors to consider.
Choosing between online and desktop environments depends on factors like project scale, debugging requirements, and internet connectivity.
Online compilers excel in scenarios like interview preparation, emergency bug fixes, and educational settings by eliminating setup barriers and offering immediate coding access.
Productivity tips for online coding include mastering shortcuts, writing efficient code, and practicing security measures for cloud development.
Future trends in online compilers may include AI-powered assistance, mobile-first development, and cloud-native integration for enhanced user experiences.
Recommendations for PHP beginners, professional developers, legacy project maintenance, and tutorial followers highlight platforms like Programiz, PHPSurf.com, OnlinePHP.io, and W3Schools.
Online PHP compilers democratize programming education, offer flexibility in remote work environments, and are increasingly becoming the mainstream choice for web development.
The shift towards online development tools is inevitable, with the future already present in browser-based solutions that enhance accessibility and productivity.

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Johndcook

391

The circle hidden inside Pascal’s triangle

Pascal’s triangle contains binomial coefficients C(n, r) where r ranges from 0 to n in the nth row.
For large n, the binary values of coefficients in the row displayed sideways form a circular arc.
Plotting the logarithms of the binomial coefficients C(n, r) for large n results in an ellipse shape.
An ellipse with parameters a = 554.2, b = 47.12, and y0 = -19.87 closely fits the plot of log C(1000, r).

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Medium

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Comparison of Java and C++: A Comprehensive Evaluation

This report compares Java and C++ based on criteria such as syntax, performance, tooling, and use cases.
Java is known for platform independence and a robust ecosystem, while C++ offers low-level memory manipulation and high-performance capabilities.
C++ provides more flexibility with features like operator overloading and templates but has complex syntax and allows low-level operations that may be challenging for beginners.
In real-world benchmarking, C++ excels in compute-heavy applications, while Java is preferred for large-scale distributed systems; mastering both languages opens doors to various career paths in software development.

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Dev

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🚨 Mastering React Native Performance: Practical Insights for Mobile Engineers 🚀

Understanding React Native's internal workings and optimizing code is crucial for building high-performing mobile apps.
Key strategies include keeping lists lean by using FlatList or SectionList, avoiding unnecessary renders with React.memo and useCallback, optimizing asset usage for better performance, reducing JS bundle load by auditing imports, and keeping the UI thread free.
Regularly applying techniques like compressing images, lazy loading, and reducing bundle size can help maintain smooth and efficient apps.
Remember, performance optimization is an ongoing process that requires monitoring, tweaking, and iterating to ensure the best user experience.

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Dev

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How DIDI BHAIYA GANG ruined indian IT sector

A new breed of tech influencers known as 'Didi Bhaiya' has emerged in India's digital landscape, offering online courses and promising lucrative salaries to aspiring software developers.
Criticism from the tech community highlights concerns about the authenticity of teachings, dilution of skillset, and erosion of trust in candidates who undergo such courses.
The business model of selling dreams through courses priced between ₹5,000 to ₹50,000 has raised financial concerns and been likened to modern-day pyramid schemes.
Amidst the controversy, some influencers like Abdul Bari and platforms like FreeCodeCamp stand out for offering quality content without sensationalism, emphasizing genuine learning over flashy promises.

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Medium

426

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Send Push Notifications with n8n and ntfy in Seconds

n8n is an open-source, low-code, self-hosted automation platform that allows non-programmers to automate tasks easily.
You can run n8n without installing by using the npx command or install it using npm or Docker for advanced users.
Creating a Discord webhook for a specific channel in a server is necessary for setting up notifications.
Configure nodes in n8n for notifications by adding Discord and HTTP Request nodes, and set messages to be sent for both platforms like Discord and ntfy for push notifications.

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Medium

142

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The Coming Memory Crisis: Why Your RAM-Hungry Web Apps Will Soon Be Undeployable

Web applications are facing a memory crisis, with memory usage growing exponentially and cloud memory costs decreasing at a slower rate.
Factors contributing to increased memory usage include feature-rich frontend frameworks, excessive dependencies, and inefficient data fetching.
The belief that memory optimization is unnecessary due to cheap memory costs is financially risky in a cloud-deployed environment.
With AI integrations, WebAssembly, and rising user expectations, memory requirements are escalating, making applications economically unviable.
To combat the memory crisis, developers must focus on visibility, budgeting, virtualization, dependency management, and device-specific adaptation.
Real-world examples showcase significant memory reductions through strategic optimizations, demonstrating the potential for cost savings.
The industry needs a shift towards prioritizing memory efficiency, better development tools, and possibly new cloud pricing models to address the crisis.
Applications can achieve a 50–70% reduction in memory usage without compromising functionality through careful engineering and optimization.
Measuring current memory usage, implementing memory budgets, and methodically optimizing high memory-consuming components are crucial steps.
By addressing memory efficiency proactively, applications can gain a competitive edge in terms of resource consumption and application economics.

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Medium

Top 5 Ways to Make Money with AI in 2025

1. Build & Sell AI-Generated Content: Utilize AI-powered tools like ChatGPT, Jasper, and Copy.ai to create high-quality and cost-effective content faster than traditional methods. Monetize through AI-Powered Blogging, AI-Generated eBooks & Courses, and AI Social Media Management for businesses.
2. Tools to Use: Engage tools like ChatGPT, Jasper.ai, Copy.ai for text generation, and Canva, MidJourney, DALL·E for AI-generated visuals.

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Medium

200

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The Context Window Illusion: Why Your 128K Tokens Aren’t Working

Models exhibit a U-shaped attention pattern, focusing heavily on the beginning and end of the context and ignoring the middle, known as the 'donut hole' problem.
Increasing context window may lead to attention and accuracy drop in the middle 70-80% of the prompt, resulting in wastage of tokens.
Context inflation reshapes attention allocation, impacting the model's ability to focus, emphasizing the importance of task-specific prompt strategies.
Placing critical context at the beginning and end of prompts can significantly influence the model's output and improve performance in long contexts.

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Dev

213

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Master the CLI Like a Programming Language

The article discusses treating the shell as a programming language to enhance development skills and workflow efficiency.
It emphasizes shifting from reactive terminal use to proactive shell development mindset.
Parallels are drawn between programming concepts like variables, functions, conditionals, and their shell equivalents.
Tips are provided on building a shell toolkit, writing shell functions, and creating language-like toolchains in the shell.
The article also covers the importance of self-documenting shell scripts and packaging shell tools for others.
Various tools for shell programming power-ups and useful shell snippets are shared to optimize workflows.
It highlights the benefits of creating named shell functions, building fuzzy-finders, logging commands, and profiling pipelines.
The article concludes with a collection of resources and a humorous Dev Emoji Theater.
It also offers premium bundles and quick kits for developers looking to monetize their skills and projects efficiently.
Overall, the article encourages mastering the CLI like a programming language to unleash the true potential of the shell in development tasks.

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Dev

409

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The Developer Stack No One Talks About 🧠⚙️📈

Dev Resources is a collection of over 1000+ free developer tools and tutorials that focus on the invisible stack: mindset, systems, and leverage.
Layer 1: Mindset emphasizes product engineering, feedback loops, and reusable thinking patterns for better problem-solving.
Layer 2: Systems involve building a second brain, using templates, and automating inputs and outputs to enhance productivity.
Layer 3: Leverage covers the importance of making your work public, utilizing AI as a force multiplier, and understanding distribution's role in scaling.
The real advantage for developers lies in upgrading their mindset, systems, and leverage stack rather than just focusing on tools.
Tips include creating a dev-vault repository, capturing 'aha' moments, building automation, sharing tools publicly, and turning notes into content.
Upgrade not just your tools, but also your developer self by enhancing your mindset, systems, and leverage.
Premium bundles and quick kits are offered to help developers create profitable digital products without needing a large audience or complex code.
The focus is on practical solutions and personal wins that can be turned into successful ventures with minimal effort.
The article emphasizes the power of developers' thinking engine and leveraging tools effectively for long-term success in the field.

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