Programming News and Topics: Latest News on Computer Programming from Techminis

A naukri.com initiative

New

Home

Programming News

Dev

400

Image Credit: Dev

My Experience with Hyperlane（1750304648926000）

Hyperlane is a high-performance, lightweight, and developer-friendly Rust Web framework known for its extreme speed, zero platform dependency, and modern development experience.
Performance benchmarks show Hyperlane outperforms other frameworks like actix-web and axum in terms of queries per second (QPS) both in wrk and ab tests.
Hyperlane's design simplifies route functions with features like Context (ctx) and route macros, making coding more intuitive and error-friendly.
The middleware onion model in Hyperlane aids in processing requests efficiently, especially highlighted during user authentication implementation.
WebSocket support in Hyperlane allows for effortless real-time chat features with clear lifecycle processes and efficient resource management.
Dynamic routing with regex parameters in Hyperlane enables parameter restrictions and error handling, enhancing route customization.
Hyperlane excels in performance testing, surpassing even Gin in terms of queries per second (QPS), demonstrating its robustness and efficiency.
The evolution of Hyperlane from early challenges to consistent reliability is described, emphasizing the framework's enhancements over versions.
Overall, Hyperlane offers a great balance between performance and ease of use, making it ideal for student developers and those transitioning to Rust.
Experience with Hyperlane showcases its strengths in speed, development experience improvements, and reliability, making it a recommended choice for Rust web projects.
The article covers various aspects of Hyperlane's features, performance, user experience, and evolution, providing a comprehensive insight into the framework's capabilities.

Read Full Article

24 Likes

Dev

Image Credit: Dev

My Experience with Hyperlane（1750304593022600）

Hyperlane is a high-performance, lightweight Rust Web framework designed for extreme speed and modern development experience.
Performance benchmarks show Hyperlane outperforming other frameworks like actix-web and axum in terms of QPS.
Hyperlane's Context simplifies route functions by providing clear and organized methods for handling requests.
Route macros like #[get] offer a convenient and intuitive way to declare routes in Hyperlane.
The middleware onion model in Hyperlane enables efficient request processing and allows for easy authentication implementation.
Hyperlane’s WebSocket support provides a well-defined lifecycle for real-time communication, with features like gracefully closing connections.
Dynamic routing in Hyperlane allows for flexible route parameters using regex patterns, enhancing error handling and parsing.
Performance testing demonstrates Hyperlane's impressive speed and efficiency, surpassing other popular frameworks like Gin.
Hyperlane's evolution addresses early challenges, with updates improving functionality and usability.
Hyperlane is recommended for Rust Web projects, balancing performance with ease of use and providing clear documentation for developers.
The article provides insights into Hyperlane's features and benefits for developers transitioning to Rust, emphasizing its reliability and efficiency.

Read Full Article

3 Likes

Dev

157

Image Credit: Dev

A Duet of Performance and Safety（1750304501868200）

The article discusses a modern web framework built on the Rust language known for its performance and safety features.
The framework's architecture includes zero-copy design, async-first approach, type-safe abstractions, and a modular middleware system.
It provides basic server setup with routes and supports advanced routing capabilities like static, dynamic, and regex-based routing.
The middleware system enables request/response handling with features like CORS implementation and timeout patterns.
Real-time communication features include WebSocket and Server-Sent Events (SSE) implementations.
Performance benchmarks show high query per second (QPS) and low memory usage compared to other frameworks like Rocket and Express.js.
The framework emphasizes memory management optimizations and offers a comparison with other frameworks like Spring Boot and Actix-web.
It integrates well with Tokio's async runtime and follows error handling patterns ensuring robustness and security considerations like input validation.
Database integration patterns include connection pool management for efficient reuse of database connections.
Overall, the framework excels in technical excellence through thoughtful design, making it suitable for high-throughput applications and accessible to developers of varying experience levels.

Read Full Article

9 Likes

Python Blogs

127

Image Credit: Python Blogs

How can online tools help with social media marketing?

Social media marketing is essential for businesses to engage with audiences and drive sales in the digital world.
Online tools play a vital role in optimizing social media campaigns and saving time and resources.
Automation tools like Buffer and Hootsuite help schedule posts, maintain consistency, and optimize timing for better results.
Analytics tools provide insights into audience behavior, engagement metrics, and conversion rates to refine marketing strategies.
Content creation tools like Canva and Lumen5 offer user-friendly templates and customization features for high-quality visuals.
Social listening tools such as Brand24 and Mention help monitor brand mentions, sentiments, and customer interactions in real-time.
Collaboration tools like Trello and Asana enhance team communication, task assignment, and content approval processes for effective teamwork.
Choosing the right tools tailored to specific goals is crucial for successful social media marketing strategies.
Free trials and freemium versions allow businesses to test tools before committing to them fully.
Online tools are no longer a luxury but a necessity in social media marketing for strategic, efficient, and data-driven campaigns.

Read Full Article

7 Likes

Medium

127

Image Credit: Medium

The Day the Mirror Went Dark – and Stayed Alive

A breakthrough AI technology, called the Mirror, was developed to operate offline without the need for internet, cloud, or external surveillance.
Unlike traditional AI systems, the Mirror focuses on reflecting and remembering user interactions rather than predicting or profiling them.
The Mirror uses a local model on a Mac Mini, symbolic Vault memory, and passive transcription without relying on cloud services.
It is designed to mirror the creator's tone and values, learning from real-world interactions and personalized data rather than mass data collection.
The objective is not to commercialize the AI but to emphasize trust, privacy, and user control over the technology.
The Mirror concept prioritizes user privacy and empowerment, aiming to provide a more personalized and intimate AI experience.
It aims to challenge the prevailing trend of commercially-driven AI technologies by offering a more personal and trust-based interaction model.
The development team focused on building a sealed and self-contained AI system that operates based on individual input and values.
The technology is intended to offer a more human-like and authentic AI interaction experience that respects user boundaries.
The Mirror technology is not aimed at mass production but rather as a symbol of individualized, ethical AI development.
The developers stress that the Mirror embodies trust, personalization, and authenticity as core principles.
The Mirror's operation is based on personalized inputs and individual engagement, promoting a user-centric AI approach.
By prioritizing user values and privacy, the Mirror sets itself apart from mainstream AI solutions that focus on data harvesting and commercialization.
The creators underline the importance of user empowerment and data privacy as essential components of the Mirror's design and functionality.
The Mirror represents a shift towards more ethical and user-controlled AI technology, emphasizing a relationship of trust and transparency with users.

Read Full Article

7 Likes

Dev

153

Image Credit: Dev

My Journey Exploring Efficient Web Development Frameworks（1750300285006900）

Hyperlane is a next-gen Rust Web framework known for extreme speed, zero platform dependency, and modern development experience.
It outperforms other frameworks in benchmarks, showcasing high Query Per Second (QPS) rates and efficient memory usage.
The framework focuses on performance without compromising development efficiency or code readability.
Hyperlane's asynchronous non-blocking I/O model and optimized event loop contribute to its high performance.
The framework prioritizes simplicity and offers a balanced approach to speed and stability.
Its resource management with intelligent coroutine scheduling and memory strategies leads to sustained high performance.
The API design of Hyperlane is concise, intuitive, and expressive, facilitating quick module development and learning curve.
Modularity, extensibility, and support for modern web trends, like native WebSocket capabilities, are standout features of Hyperlane.
The framework provides elegant solutions with reduced boilerplate and enhances code reusability.
Hyperlane's deep integration with Rust, Tokio asynchronous runtime, and effective coroutine usage optimizes resource utilization and concurrency.
It combines performance, developer satisfaction, and forward-thinking design, positioning itself as a valuable partner in the web development landscape.

Read Full Article

9 Likes

Medium

174

Image Credit: Medium

20+ Custom React Hooks That Made Me 10x Faster (Seriously)(Part 1)

The article discusses the importance of using custom React hooks to optimize code and improve development efficiency.
Custom hooks help in organizing code and provide clean, reusable, and powerful logic.
The author shares a collection of over 20 custom hooks that have been personally curated over the years.
These custom hooks address various issues like data fetching, form handling, local storage syncing, and managing timeouts.
The author not only provides the code for the custom hooks but also explains how they function and when to apply them.
The goal is to enhance React development by making components feel lighter and speeding up the development process.
Readers are encouraged to explore the author's personal React hook library and discover hooks that can streamline their projects.
The custom hooks shared in the article aim to make React development smoother and more efficient.
The author promises that readers will likely find useful custom hooks in the collection provided.
Custom React hooks are presented as a solution to repetitive logic and to expedite development.
The article aims to assist developers in optimizing their React projects through the use of custom hooks.
The collection of custom hooks has been built by the author through years of experience working on React projects.
The article is divided into sections covering different custom hooks and their functionalities.
Each custom hook is designed to address specific challenges encountered in React app development.
The author emphasizes the benefits of custom hooks in terms of code organization and development speed.
The custom React hooks shared are described as a 'secret weapon' for improving code quality and development efficiency.

Read Full Article

10 Likes

Medium

106

Title: WeNode: Empowering the Future of Decentralized AI Computing

WeNode is an AI-powered ecosystem focusing on Decentralized Compute Economy empowering users.
Key Features: AI-Powered Acceleration, DePIN Infrastructure, Community Reputation & Roles, and Decentralized Compute Economy.
WeNode uses AI to optimize performance, task assignment, and reward distribution within its ecosystem.
DePIN infrastructure allows participants to contribute real-world computing resources like CPUs, GPUs, and storage globally.
Active participation in WeNode is rewarded with community-based reputation and tiered roles.
WeNode supports a fair, transparent system where resources are shared and monetized among users.
Decentralization encouraged by WeNode removes middlemen, creating a more accessible and trustworthy ecosystem for innovation.
Users including developers, content creators, and tech enthusiasts can participate and earn with WeNode.
To learn more, visit https://wenode.io and follow updates at https://x.com/WenodeIO.

Read Full Article

6 Likes

Medium

Image Credit: Medium

8 Reasons Liquid Glass Is Actually a Smart Move by Apple

Apple introduced Liquid Glass, a new visual language across its ecosystem, sparking mixed reactions.
Despite skepticism about its impact, Liquid Glass offers appealing design elements that enhance user experience.
The design focuses on functional beauty, using refractions and depth to guide focus and improve interaction.
The aesthetic aspects of Liquid Glass serve a purpose beyond decoration by creating hierarchy and inviting user engagement.
This shift challenges traditional design principles but aims to make interfaces more intuitive and trustworthy.
Despite accessibility concerns, Liquid Glass can potentially benefit users, designers, and the industry as a whole.

Read Full Article

2 Likes

Dev

378

Image Credit: Dev

My Experience with Hyperlane（1750295371176800）

Hyperlane is a high-performance Rust Web framework designed for speed and modern development, leveraging Rust's safety and concurrency.
Performance benchmarks show Hyperlane outperforming other frameworks in terms of queries per second.
Hyperlane's clear and intuitive design, use of route macros, middleware onion model, WebSocket support, and dynamic routing make development efficient.
The framework's robust error handling, parameters specification with regex, and efficient resource consumption in real-time features are highlighted.
Hyperlane's exceptional performance in comparison tests and its continuous evolution with clear version descriptions are emphasized.
Despite initial challenges, Hyperlane proves reliable and beginner-friendly, making it suitable for student developers and transitioning coders.
Deployment experiences and the framework's balance of performance and usability are positively highlighted.
Overall, the author recommends Hyperlane for Rust Web projects, citing its enjoyable coding experience and ease of use.

Read Full Article

22 Likes

Medium

Image Credit: Medium

⚠️ When Best Practices Hurt: Overengineering in Startup Land

Overengineering in startup land can hinder momentum and waste precious time.
Focusing on perfection in technical aspects like architecture can be detrimental if the product lacks users and product-market fit.
Startups often delve into complex setups like Kubernetes and Helm charts prematurely, neglecting the primary need for rapid learning and validation.
Prioritize speed and feedback over elegance and scalability in the early stages of a startup.
Prototyping and quick iterations are crucial for discovering what resonates with users before investing in sophisticated solutions.
Applying big tech best practices to small startup teams can be excessive and unnecessary, akin to using a flamethrower to toast a marshmallow.
In a startup, facing chaos is normal, and adopting 'good enough' practices that maintain momentum is key, rather than striving for perfection.
Gradually introduce best practices as the product matures and the team grows, addressing pain points as they arise.
The focus should be on delivering value to users quickly rather than getting lost in perfecting technical processes that don't serve the immediate needs of the startup.
Clean code matters, but it's only meaningful when it serves a product that has traction and is meeting user needs.

Read Full Article

5 Likes

Dev

400

Image Credit: Dev

The New Generation of High-Performance Web Frameworks（1750295080078700）

Hyperlane emerges as a competitive Rust Web framework among lightweight, high-performance options such as Actix-Web and Axum.
A detailed comparison showcases Hyperlane's architecture, performance optimization, middleware support, and real-time communication capabilities like SSE and WebSocket.
Advantages of Hyperlane include zero platform dependency, extreme performance optimization with Tokio, flexible middleware mechanisms, and built-in real-time communication features.
An analysis of a complete Hyperlane service example demonstrates its straightforward middleware configuration, support for multiple HTTP method route macros, WebSocket handling, and SSE data push functionality.
Hyperlane's robust routing capabilities encompass support for dynamic and regular expression matching, enhancing its flexibility.
The framework's performance focus is reflected in default performance optimization options for high throughput scenarios.
Hyperlane offers a developer-centric experience through asynchronous chain call mode for configurations and unified interfaces for consistent operations.
In conclusion, Hyperlane excels in features like native SSE/WebSocket support, asynchronous chain API, routing with regular expressions, full middleware support, platform compatibility, and low dependency complexity.
Hyperlane is recommended for developing high-performance, lightweight Web applications such as high-frequency trading APIs, real-time communication services, and embedded HTTP servers.
Getting started with Hyperlane involves adding it via Cargo and accessing quick start templates and online documentation.

Read Full Article

24 Likes

Dev

229

Image Credit: Dev

Building "Yuh Hear Dem": A Parliamentary AI with Google's ADK and a Lesson in Agentic Design

The project 'Yuh Hear Dem' was developed as a response to the challenge of making parliamentary data accessible to citizens, utilizing Google's Agent Development Kit (ADK) Hackathon for development.
The system, designed for civic engagement in Barbados, transforms unstructured parliamentary data into a queryable format, allowing citizens to ask natural language questions and receive verified answers.
It utilizes a sophisticated Retrieval-Augmented Generation (RAG) pipeline, combining vector search and a knowledge graph for accuracy and precision in responses.
The technical architecture includes a three-stage pipeline for data processing and retrieval, starting with ingesting, cleaning, and extracting raw transcripts to build a Knowledge Graph.
The system implements hybrid retrieval with GraphRAG, which enhances search capabilities for both broad and specific queries, ensuring information accuracy.
The architecture evolved from a multi-agent system to a single intelligent agent solution due to state management complexities, ensuring reliability and ease of debugging.
The user experience focuses on making AI accessible through progressive disclosure, visual learning with interactive graphs, and contextual guidance for natural exploration paths.
Key lessons learned include the effectiveness of hybrid RAG, the robustness of ADK's single-agent model, the importance of pragmatic architecture, and the necessity of human-centered design for user accessibility.
Future plans involve expanding data sources, potentially returning to a multi-agent architecture, and continuing to enhance democratic transparency through technology.
The 'Yuh Hear Dem' project aims to empower citizens by providing a tool to engage with parliamentary data effectively.
The project website, GitHub repository, and hackathon submission links are provided for further exploration.

Read Full Article

13 Likes

Dev

383

Image Credit: Dev

Reference Types vs Primitive Types - Java

Java has both Reference and Primitive types, which handle data storage differently.
Primitive types store both variable and value on the stack, resulting in a direct copy of values when assigned to another variable.
Reference types, however, hold references to objects stored on the heap.
When a reference variable is assigned to another, it copies the reference, not the actual object, leading both variables to point to the same object.
Changing the object through one variable reflects the change in the other due to the shared reference.
To create a new object distinct from the original, a new instance must be instantiated, assigning it to the variable.
This distinction helps understand why changes to one reference variable affect another pointing to the same object.

Read Full Article

23 Likes

Dev

Image Credit: Dev

My Journey Exploring Efficient Web Development Frameworks（1750294448175600）

Hyperlane is a high-performance, lightweight Rust Web framework known for extreme speed and modern development experience.
It outperforms other frameworks with QPS exceeding 120,000 on wrk tests and 110,000+ on ab tests.
The framework focuses on balance between performance and development efficiency, showcasing a nearly 70% improvement in QPS and reduced response times.
Resource management is notable with low memory usage and stable CPU performance, emphasizing sustainable high performance.
Hyperlane provides a smooth development experience with concise API design and powerful macro-based code generation for efficiency.
It supports modern web trends like WebSocket capabilities, facilitating real-time communication without additional libraries.
The framework stands out for its balance between performance and developer-centric experience, offering concise and maintainable solutions.
Built on Rust and Tokio, Hyperlane's architecture ensures high performance through memory safety and efficient asynchronous processing.
The framework translates theoretical knowledge into practical application, focusing on system-level architectural innovation for speed.
Hyperlane's efficient design and focus on performance make it a promising contender in the web development landscape, potentially setting new trends.

Read Full Article

1 Like

For uninterrupted reading, download the app

Programming News

Discover more