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Software 3.0: The Evolution of Software Development

Software development has evolved through three paradigms: Software 1.0, 2.0, and 3.0, each representing a significant shift in approach.
Software 1.0 involves traditional manual coding, whereas Software 2.0 utilizes machine learning for software development based on data-driven models.
Software 3.0 is the latest paradigm where AI plays an active role in generating code and applications, reducing the need for manual coding.
The shift from Software 1.0 to 3.0 signifies increasing AI integration in software creation, offering both challenges and opportunities for the future of computing.

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Hackernoon

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Grok 4 Arrives With Impressive Coding Powers

Grok 4 offers powerful coding assistance for web developers, with a 128K token context window.
PlanetScale introduces fast Postgres hosting platform, Nova sharding, and high availability features.
Vercel acquires NuxtLabs, TypeScript 5.9 Beta released with streamlined setup, and new tools introduced.
New tools include Foresight.js for user intent anticipation, Driver.js for onboarding, JSONRepair, and Claude Code.

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Dev

368

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HTML Made Easy: A Beginner-Friendly Introduction

for paragraphs, for links, and for images.

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Dev

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Designing Real-Time Systems: How to Push Updates Without Polling

Polling for updates in real-time systems is inefficient and outdated, leading to increased latency and server load.
Modern alternatives like WebSockets, Server-Sent Events (SSE), Firebase, Supabase, and GraphQL Subscriptions offer more efficient push-based architectures.
WebSockets provide full-duplex communication with low latency, ideal for chat apps and live feeds. SSE is simpler, works over HTTP, and suits news feeds and live scores.
Platforms like Firebase and Supabase offer real-time capabilities without complex backend setup, while GraphQL Subscriptions integrate structured real-time APIs for GraphQL users.

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Javacodegeeks

157

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GraphQL vs. REST in Enterprise Java Applications: Designing Flexible APIs for Modern Frontends

REST and GraphQL compared in Java Enterprise applications for modern frontend flexibility.
REST uses multiple endpoints, while GraphQL uses a single endpoint for all data queries.
Java API examples show REST's multiple calls vs. GraphQL's consolidated query approach.
Research backs GraphQL's efficiency with reduced response size and tailored data.
Guidelines suggest hybrid strategy, preventing N+1 queries, securing APIs, and leveraging caching.

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Dev

132

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🔌 Building Resilient Database Operations with Aiobreaker + Async SQLAlchemy + FastAPI

Learn how to implement Circuit Breaker pattern for resilient database operations.
Prevent cascading failures, improve system stability, and ensure better user experience.
Implement in Python using Aiobreaker, Async SQLAlchemy, and FastAPI for robust database layers.
Ensure automatic recovery, resource protection, and efficient error handling in production applications.
Benefits include improved resilience, quick failure response, and resource protection with some trade-offs.

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Dev

347

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What is HashId? Why Should Developers Use HashId to Secure APIs?

Exposing real IDs in URLs can lead to security risks for web applications and APIs.
HashId encodes numeric IDs into unique strings to enhance security and user experience.
It prevents ID guessing, data enumeration attacks, and improves aesthetics of URLs.
Using HashId in .NET involves encoding and decoding IDs to maintain security.

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Logrocket

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Leader Spotlight: Scaling an ecommerce business within a broader organization, with Michal Ochnicki

Michal Ochnicki, Ecommerce Director at SteelSeries, shares strategies for boosting ecommerce within organizations.
He emphasizes clear communication and introducing innovative services while maintaining harmony with existing operations.
Ochnicki highlights the importance of frequent, transparent communication and involving all stakeholders for success.
He discusses balancing global and regional initiatives, maintaining brand consistency, and optimizing user experience.
Ochnicki's top tips include planning with expectations, constant evaluation, and effective communication across markets.

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Dev

157

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🎉 A Web App to Bulk Copy “Related Files” in a Folder with Drag & Drop

A web app has been introduced that can find and copy all files in a folder containing the name of a file you drag & drop.
The app allows for quick listing of files referencing a specific file like CommonFunctionA.cs, aiding in tasks such as asking questions to ChatGPT.
Key features include recursive folder search, extracting files based on content, and bulk copying using the Clipboard API.
Users can utilize this app for large-scale local text searches or as a code review assistant, with options to access both original and updated versions for different functionalities.

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Medium

Getting Started with Python for AI: A Beginner’s Roadmap

Python is a dominant language in AI development due to its simplicity, rich libraries like TensorFlow and PyTorch, and strong community support.
A guide covers foundational topics, key libraries, project ideas, and best practices in using Python for AI, making it suitable for aspiring data scientists, software engineers, and enthusiasts.
Installation steps for setting up Python for AI projects include creating a virtual environment and installing essential libraries like NumPy, Pandas, Matplotlib, Scikit-learn, TensorFlow, Keras, and PyTorch.
Python's ecosystem provides a wide range of tools and resources for AI development, enabling users to start from basic AI concepts and gradually move towards advanced topics like neural networks, deep learning, and natural language processing.

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Infoq

355

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Java News Roundup: JobRunr 8, Gradle, Grails, Micronaut, JHipster, Tomcat CVE

Highlights of Java news incl. JobRunr 8.0, Gradle 9.0 RC2, Grails 7.0 milestone.
Updates on Micronaut, JHipster Lite, Apache Tomcat CVE affecting Tomcat versions.
OpenJDK's JEP 504 proposes removing the deprecated Applet API due to obsolescence.

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Dev

200

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Angular Reactive Forms-Login Form Made Simple

Angular offers Template-Driven Forms and Reactive Forms for handling forms, with Reactive Forms being the preferred approach for its benefits.
To create a login form using Reactive Forms, you utilize FormControls within a FormGroup, typically generated using FormBuilder.
The login form example includes input fields for username and password, as well as buttons for login and reset functionalities.
Validation, form submission handling, resetting the form, and checking form statuses are essential aspects covered when working with Reactive Forms in Angular.

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Dev

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How to Setup Gemini CLI + Docker MCP Toolkit for powerful AI-assisted Development

Gemini CLI paired with Docker MCP Toolkit offers powerful AI-assisted development with enterprise-grade assistance.
Gemini CLI provides AI capabilities in the terminal, including a large token context window and real-time code execution.
Docker MCP Toolkit simplifies AI agent interactions with 100+ pre-configured MCP servers, secure execution environment, and simplified client connections.
The combination offers performance benefits, flexibility advantages, and workflow efficiency for modern development workflows.

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Dev

142

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Migrating My Portfolio from Django Templates to React + Vite + TailwindCSS

A Backend Developer is transitioning their personal portfolio from Django Templates to a React, Vite, and TailwindCSS v4 stack for improved frontend functionality and user experience.
The updated version incorporates React + Vite for efficient development, TailwindCSS v4 for styling flexibility (including Shadcn/UI components), and a focus on modular architecture and user experience.
Key components like ProjectCard.jsx, ContactCard.jsx, SkillCard.jsx, and TituloCard.jsx have been designed with attention to detail and responsiveness using Tailwind utility classes.
The project, which will soon be deployed, emphasizes clean code practices with ESLint and Vite configuration. Those interested in frontend transitions or Tailwind v4 integration are invited to connect.

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Dev

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🏴‍☠️ Introducing OnePiece Lang: Write Code Like a Pirate

OnePiece Lang is a domain-specific language that allows coding in a pirate-themed style, inspired by the One Piece anime.
The language is beginner-friendly, quirky, and compiles pirate-flavored code into JavaScript for practical use.
Features of OnePiece Lang include pirate-themed syntax equivalents to common JavaScript keywords and functions.
The project includes a live playground for experimenting with OnePiece Lang and is available as an NPM package for local usage.

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