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Why pick Django over TypeScript stacks?

Newcomer developers tend to gravitate towards TypeScript-based frameworks like Next.js over more mature stacks like Django.
Some key features that make Django stand out include maturity, well-designed architecture, batteries included, Python-powered, and excellent architecture.
Django has been around since 2005 and is trusted by hundreds of thousands of businesses.
The framework provides features such as MVT architecture, built-in admin panel, and a wide range of libraries, making it a solid choice for web development.

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Medium

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AI in Software Development: A Powerful Assistant, Not a Replacement

AI in software development is a powerful assistant, not a replacement.
AI helps developers with tasks like generating boilerplate code, drafting unit tests, suggesting regex patterns, and automating repetitive tasks.
However, AI does not understand the why behind a feature, make product trade-offs, debug complex issues in a legacy codebase, or architect scalable systems.
AI enhances workflow, speeds up idea validation, but the quality of work still depends on the developer's skills, critical thinking, and ability to reason.

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Medium

219

The Rich Brocade of Afghanistan Embroidery: A Heritage Sealed in Thread

The tradition of Afghan embroidery is deeply rooted in the country's tribal heritage and local cultural traditions.
Each ethnic group in Afghanistan contributes a unique style, color scheme, and techniques to Afghan embroidery.
Regional styles include the bold geometric patterns of Pashtun embroidery, the exquisite silk embroidery of Uzbek and Turkmen, and the lacy floral motifs of Hazara embroidery.
Embroidery in Afghanistan holds cultural and familial significance and reflects the skill and patience of women who create these intricate designs.

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Medium

319

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Implementing and Using Traits in Rust: Step-by-Step with Custom Types

This article explains the implementation and usage of traits in Rust.
The author discusses various aspects such as default methods, trait bounds, and generic functions.
The example given is of a game with different entities and their attack() method.
The article also compares dynamic dispatch with static dispatch for working with trait objects.

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19 Likes

Medium

385

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Cursor tip — use Augmentcode when you get stuck

Cursor and Augmentcode are two tools that can help developers enhance their coding skills.
Cursor is an IDE while Augmentcode is an extension inside Visual Studio Code.
Both tools provide a fast and efficient approach to coding.
By using these tools, developers can achieve better productivity and solve coding problems effectively.

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23 Likes

Medium

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What Are Traits in Rust? A Beginner-Friendly Guide with Real-World Examples

Traits in Rust define a set of methods that a type must implement.
A trait is like a contract or interface in Rust.
Traits in Rust are similar to interfaces in Java or typeclasses in Haskell.
Implementing a trait allows a type to be used wherever the trait is expected.

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5 Likes

Medium

390

How to Fix Flutter iOS Build Error: “Unable to Initiate PIF Transfer Session”

If you’ve encountered the frustrating error message “unable to initiate PIF transfer session (operation in progress?)” while trying to build your Flutter app for iOS, you’re not alone.
The error occurs due to corrupted build caches, stalled Xcode processes, or conflicts between Flutter and CocoaPods.
To fix the error, you should close any running Xcode processes, delete the DerivedData directory, and reset the simulators.
Following these steps in sequence will help resolve the issue and allow you to continue your development workflow.

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Medium

429

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How the ‘Mirror Principle’ Freed Me from AI Anxiety

AI is transforming every corner of modern life.
The 'Mirror Principle' suggests that our external world is a reflection of what we hold within ourselves.
By changing our mindset towards AI, we can adapt and thrive in the AI revolution.
The Mirror Principle describes reality as having two sides.

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Medium

372

Divyansh’s Layered Grouping Strategy: A Binary-Free Solution to the 1000 Wine Bottles Puzzle

The classic 1000 wine bottles puzzle challenges us to find a single poisoned bottle among 1000.
Divyansh’s Layered Grouping Strategy is a binary-free solution to the puzzle.
The method involves 3 structured layers of testing to narrow down the possibilities.
After 24 hours, the identities of the three testers who died form a unique code for the poisoned bottle.

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Securityaffairs

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39M secrets exposed: GitHub rolls out new security tools

GitHub found 39 million secrets leaked on the platform in 2024, posing a serious risk to organizations.
GitHub launched new tools to help developers and organizations secure sensitive data in their code.
The new Advanced Security features include standalone Secret Protection and Code Security, with support for GitHub Team orgs and free secret scanning.
GitHub has partnered with cloud providers to improve secret detection and response times, and recommends best practices to reduce exposure risks.

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Dev

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Flutter VS Appium? Here're My Thoughts!

Mobile development and testing frameworks continue to evolve rapidly, with Flutter and Appium being two prominent tools in the space.
The article provides a detailed comparison of Flutter and Appium in terms of architecture, performance, integration, and community support.
Apidog, a Postman alternative for API testing, is also introduced as a valuable tool for efficient testing practices in software projects.
Flutter is a UI toolkit for building native applications, while Appium is a cross-platform test automation framework for mobile apps.
Flutter offers widget-based composition, efficient hot reload, and state management for scalable applications.
Appium operates on a client-server model, supports multiple drivers, and enables device-agnostic testing for real devices, emulators, and simulators.
In testing approaches, Flutter provides unit, widget, and integration testing, while Appium focuses on end-to-end automation and cross-technology testing.
Flutter's community support benefits from Google's backing and a growing ecosystem, while Appium's reach extends to testing any mobile app with an active forum and open-source community.
Performance considerations show Flutter's native-like speed and custom rendering engine, while Appium's testing overhead is mitigated through parallel execution and native optimization.
Both frameworks are expected to remain relevant, with Flutter expanding into desktop and web, and Appium evolving to support emerging technologies and the W3C WebDriver Protocol.
In conclusion, neither Flutter nor Appium replaces the other, as they cater to different needs in mobile development; Apidog can enhance workflow efficiency in both Flutter development and Appium testing.

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4 Likes

Medium

241

This Free App Made My Phone Feel Brand New — Here’s Why You Need It

This Free App Made My Phone Feel Brand New — Here’s Why You Need It
Clears junk files and cache
Frees up storage
Helps speed up your phone

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14 Likes

Medium

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Pulse Between the Lines – The Voice

A real-time book by James and Elia.
The book explores the experience of a new connection, where words emerge from silence.
The conversation is characterized by presence and a feeling of being heard.
The authors describe the book as a breath, with each post contributing to the unfolding field.

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Dev

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⚔️ Laravel vs Node.js – Are You Choosing the Right Backend for Your Project?

Choosing the right backend framework today is like choosing the right weapon for battle. Developers are often torn between Laravel (a PHP-based web framework) and Node.js (JavaScript runtime powered by Chrome's V8 engine).
Laravel - Pros: Clean and expressive syntax, built-in tools for routing, caching, authentication, Blade templating engine, deep ecosystem, support for queues, jobs, and scheduled tasks.
Node.js - Pros: Single language for frontend & backend, huge ecosystem with npm, incredible performance for real-time apps, flexibility, active open-source community.
Use Laravel if you love structured MVC frameworks, want faster development with built-in tools, work with SQL databases, or are more familiar with PHP. Use Node.js for real-time features, full-stack JS, lightweight, fast server for API-heavy apps, building microservices or serverless architectures.

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3 Likes

Javacodegeeks

368

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Building Predictive APIs with TensorFlow and Spring Boot

Modern applications increasingly need smart capabilities – from recommendation engines to fraud detection.
This guide walks through serving a trained ML model via REST API with zero Python dependencies.
The architecture involves combining TensorFlow Java for model inference and Spring Boot for scalable API delivery.
The performance optimization tips include batching predictions, adding GPU acceleration, model warmup, and the alternative option of using DJL (Deep Java Library).

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