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✓next important topic in the Python Learning Series

An API allows communication between two software systems, commonly done over HTTP in Python.
Python's requests library simplifies sending HTTP requests such as GET and POST.
GET requests using requests.get() fetch data, and POST requests using requests.post() send data to the server.
Important tips for using APIs include checking documentation, handling authentication, errors, and rate limits carefully.

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Building a Secure Home Network in 2025: Practical Tips

In 2025, securing your home network involves taking simple steps to enhance security.
Upgrade to the latest Wi-Fi encryption standard, WPA3, for improved security.
Regularly update your router's firmware to patch known security vulnerabilities.
Implement a guest network to restrict access and ensure isolation for your devices.

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Medium

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Kaleigh McGraw — Getting Started with Coding: Why Python Is the Best First Step

Coding isn’t just for software developers — it’s for entrepreneurs, analysts, marketers, designers, and anyone who wants to bring their ideas to life or work smarter.
Learning to code helps in thinking logically and creatively, automating boring tasks, solving real-world problems, and building tools, websites, or games.
Python is the go-to language for beginners and professionals due to its English-like syntax, versatility in various fields like web development, data science, automation, and game development, as well as the large supportive community.
Some fun and useful projects to start with Python include building a simple calculator, a to-do list app, a web scraper, a chatbot, or a weather app; quick resources for starting Python journey are Python.org, freeCodeCamp.org, Codecademy, Real Python, and the book 'Automate the Boring Stuff with Python'.

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Why OpenAI Just Spent $3 Billion on Windsurf, And What It Means for the Future of AI

OpenAI recently spent $3 billion to acquire Windsurf, a tool primarily used by software developers.
The move signifies a significant development in the future of AI, emphasizing the increasing capability of AI in writing code.
AI's proficiency in writing code provides immediate feedback on its functionality, making it a crucial training ground for smarter AI systems.
The ability of AI to write reliable code opens up possibilities for various applications like building websites, creating software, automating tasks, and even constructing other AI systems.

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Dev

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Partial Constructors and Events in C# 14 — Structuring Your Code Like a Pro

C# 14 introduces partial type support for constructors and events, enhancing modularity and source generator scenarios.
New partial members in C# 14 include partial constructors and events, enabling separation of responsibilities, ideal for large projects or layered architectures.
Partial constructors allow class constructor to be split across multiple files, with rules for primary constructor compatibility and initializer usage.
Partial events allow events to be defined across partial type declarations, useful for abstracting event handling logic in systems.

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The Angular Autocomplete Plugin You Should Know About

MatAutocompleteModule is a native module of Angular for autocomplete feature with lazy scroll using CDK.
ng-autocomplete-plugin offers additional features like Relative Search to search through objects available in dropdown array.
It supports custom CSS classes, styles, and third-party libraries like bootstrap or tailwind.
The module allows API calls, custom search, and custom events like focus and blur.

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Medium

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11 Flutter Design Patterns That Will Make Your Code 5x More Maintainable

Facing architectural challenges in a Flutter app as features grow can lead to state management issues, tight component coupling, and fragility to small changes.
Choosing the right design pattern in the beginning can either empower or cripple the app as it scales, according to a principal developer at Flutter DevSummit.
Analysis of a codebase revealed that 70% of bugs were due to poor architectural decisions made in the early stages of development.
Deep diving into Flutter design patterns beyond basic tutorials can lead to the adoption of enterprise-grade architectural patterns for better app maintainability.

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Unbound Generic Types in `nameof` — C# 14 Makes Reflection Cleaner

C# 14 introduces the ability to use unbound generic types with the nameof operator, improving clarity and power in reflection.
Unbound generic types refer to generic type definitions without concrete type arguments.
In C# 14, using nameof with unbound generic types simplifies metadata-driven code and enhances expressiveness in logging, code generation, and diagnostic tooling.
This change enables cleaner and more refactor-safe use of nameof, benefiting tasks like diagnostic logging, source generators, and structured logging in real-world projects.

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Why Does My Discord Bot Command Return 'The application did not respond'?

Developing a Discord bot using JavaScript and Mongoose for database management may lead to commands returning 'The application did not respond.'
Possible reasons for this error include timeouts, permission issues, database connectivity problems, and improper command structures.
To resolve the issue, you should check bot permissions, use console logs for debugging, ensure the database connection is active, handle command timeouts, and review the command registration logic.
By following a checklist, including verifying permissions, debugging with console logs, checking database connection, handling timeouts, and reviewing command registration, you can diagnose and fix the 'The application did not respond' bot command error.

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Building a WebGPU framework in a weekend with TypeScript: Friday

To build a WebGPU framework in a weekend with TypeScript, a narrow scope is essential to stay within the deadline.
Dependencies kept minimal with wgpu-matrix for matrix math and Webpack for the build system.
Project setup involves node.js installation, webpack configuration, and tsconfig.json for TypeScript.
WebGPU uses a GPUDevice for graphics hardware communication, and initialization functions are added to set up the device.
Canvas setup and configuration using WebGPU device are crucial for rendering graphics.
The first WGSL shader is introduced, combining vertex and fragment shaders.
Additional components like GPURenderPipeline and command encoder are necessary for rendering graphics.
Once all components are in place, the project can be built and run to display custom graphics.
TypeScript import issue resolved by creating wgsl.d.ts file to comply with the compiler.
The project can be viewed in a browser after building and running using serve.

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Met Gala 2025: Superfine Tailoring Black Style - A Historic Celebration of Black Fashion

Met Gala 2025 theme 'Superfine: Tailoring Black Style' paid tribute to Black self-expression through fashion, culture, and history.
The dress code 'Tailored for You' at Met Gala 2025 invited attendees to wear custom looks reflecting their heritage and personal stories.
Met Gala 2025 showcased over 100 looks from Black designers, highlighting the foundational role of Black fashion in the industry.
The event celebrated Black history and innovation with stars like Zendaya and Rihanna making bold fashion statements, emphasizing the importance of honoring tradition in fashion.

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Dev

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LinkedIn Account

The individual has finally created a LinkedIn account after focusing mainly on GitHub for open-source projects for months.
Realizing the importance of not just coding but also documenting and sharing experiences, LinkedIn was chosen for professional networking and sharing opportunities.
The account will showcase projects like Gland, TDQ, Qiks, and emitter. The user plans to share insights on the development process, technical decisions, and tools used.
The individual aims to connect with other professionals, share knowledge, and potentially explore new opportunities on LinkedIn.

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Dev

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Understanding `field` in C# — The Next-Level Auto-Property Backing

C# 13+ introduces the field contextual keyword to simplify defining auto-properties with custom accessors.
The field keyword acts as an implicit backing field, reducing verbosity and enhancing clarity within accessors.
Using field streamlines logic, enables read-only protection, and promotes immutability via init.
Best practices include avoiding naming conflicts, validating non-nullable reference types, and utilizing field alongside other modern C# features.

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Medium

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Boost Your React Productivity with This Simple Writing Routine

The writer shares a story about how writing, not code, changed the way they build with React.
Initially focused on learning React hooks, patterns, and state management libraries, the writer felt code lacked deliberateness and cleanliness.
Transitioning to writing actual words like journaling and technical blog posts helped the writer think better and solve React problems on paper before coding.
This writing routine enhanced the writer's thinking, cleared bugs, and improved the cleanliness and speed of React code.

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Towards Data Science

302

Make Your Data Move: Creating Animations in Python for Science and Machine Learning

Animations can enhance the understanding of complex scientific and mathematical concepts by visually illustrating processes through a sequence of frames.
Python and Matplotlib can be utilized to create animations for various purposes, such as explaining Machine Learning algorithms, demonstrating physics concepts, or visualizing math principles.
The tutorial covers topics like basic animation setup, animating math examples like the Fourier series, physics examples like the Oblique Launch, and showcasing Machine Learning in action with Gradient Descent.
For basic animation setup using Matplotlib, the tutorial demonstrates animating the sine function by defining data, creating plots, and updating functions to generate sequential frames.
Animating physics examples involves defining motion parameters, computing trajectories, setting up plots, and creating animations to illustrate scenarios like the Oblique Launch.
In animating math examples like the Fourier series, the tutorial explains creating approximations of square waves using sine functions and updating the animations with each term addition.
Illustrating Machine Learning concepts, specifically Gradient Descent, highlights how the algorithm finds minima on parabolic functions by showcasing the steps involved in the process through animations.
Exporting animated plots to files like GIFs for web and presentations can be done using Matplotlib's save function, aiding in sharing visual representations of concepts.
The article emphasizes the potential of animations in enhancing educational materials, technical presentations, and research reports, suggesting readers experiment with the examples provided to create impactful visuals.
References to additional resources for utilizing Matplotlib for animations are provided for further exploration and learning.
The tutorial encourages readers to engage with the examples presented to create their animations and simulations tailored to their respective fields, allowing for more engaging and interactive data presentations.

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