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4w
348
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Embarrassing Windows 11 bug that deleted Copilot app is now fixed – but will anyone outside of Microsoft care?
- Microsoft has fixed the bug that deleted Copilot app on Windows 11 and Windows 10.
- The fix has been rolled out and affected devices are being returned to their original state.
- Users can manually reinstall the Copilot application from the Microsoft Store.
- This bug was an embarrassing episode for Microsoft, but the overall impact was likely limited.
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Insider
4w
294
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This startup says computing limits shouldn't slow down science. See the pitch deck it used to raise $4 million.
- Camber, a startup, raised $4 million in funding to make scientific computing faster and more accessible.
- The platform allows researchers to process large datasets using powerful GPUs in the cloud.
- Camber aims to democratize scientific computing and enable researchers to focus on breakthroughs rather than IT infrastructure.
- The funding will be used to expand teams, build partnerships, and provide scholarships for early-career researchers.
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Medium
4w
8
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RAG Systems vs. AI Agents vs. MCP: Understanding the Best AI Approach
- Retrieval-Augmented Generation (RAG) systems improve AI responses by integrating real-time data retrieval.
- AI agents focus on autonomous task execution, decision-making, and action performance.
- The Model Context Protocol (MCP) acts as a bridge to standardize AI model interactions with external data sources.
- Combining these technologies can result in powerful AI applications by leveraging RAG's accuracy, AI agents' autonomy, and MCP's integration capabilities.
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Medium
4w
240
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How iExec Enables Decentralized AI with Off-chain AI computing
- iExec is revolutionizing AI with Confidential AI, integrating off-chain AI computing, blockchain, and TEEs for privacy, verifiability, and democratized monetization.
- Decentralized AI empowers developers to create user-centric AI solutions, ensuring privacy, transparency, and secure data monetization.
- Off-chain AI is crucial for computationally intensive tasks like AI model training, where on-chain processing is inefficient.
- iExec proposes smart contracts triggering off-chain AI tasks for efficiency, cost reduction, and scalability while maintaining privacy.
- Confidential AI utilizes TEEs to securely process sensitive data and AI models, preserving privacy and confidentiality.
- TEEs enable cryptographic proofs to ensure AI models execute as intended, free from external manipulation.
- Businesses can utilize AI services securely in TEEs without exposing sensitive data, ensuring privacy and regulatory compliance.
- iExec's approach not only enhances privacy and security but also enables transparent monetization of AI models via blockchain smart contracts.
- Decentralized AI puts control back in the hands of developers and users, ensuring transparency, accountability, and verifiability at every stage.
- iExec's Confidential AI framework fosters innovation, collaboration, and fairer economics in AI development, democratizing access to AI's potential.
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Webkul
4w
316
Image Credit: Webkul
User Guide For Magento 2 React Native Mobile App Builder
- Magento 2 React Native Mobile App Builder converts Magento 2 store into a React Native app for Android and iOS shopping.
- Features of Magento 2 Mobile App resemble basic Magento 2 functionalities, ensuring ease of use for buyers.
- Mobikul's ready-made app helps store owners boost sales and accessibility for customers.
- Magento 2 mobile app with source code enhances eCommerce store's competitiveness.
- Mobile app supports various product types, AR products, push notifications, and AI features.
- Additional features include real-time synchronization, offline mode, payment methods support, and more.
- Admin can manage app configuration, order settings, inventory, profile pages, seller reviews, and more.
- Installation is similar to standard Magento 2 extensions with specific commands for setup.
- Language translation, admin configuration, API cache settings, theme management, and more are detailed.
- Various frontend features include user account management, order tracking, search options, cart management, and AR product visualization.
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Javacodegeeks
4w
53
Image Credit: Javacodegeeks
Flutter Performance Optimization 2025: Performance Optimization for Complex UIs
- Flutter is a powerful framework for building cross-platform applications with complex user interfaces, but performance issues can arise as applications grow in complexity.
- Advanced techniques for optimizing Flutter performance in 2025 focus on complex UIs, understanding the rendering pipeline, widget rebuilds, state management, layouts, memory usage, and using DevTools for profiling.
- Optimizing widget rebuilds involves using const constructors, splitting large widgets, using StatefulWidget wisely, leveraging keys, and efficient state management with Provider or Riverpod.
- Efficient state management techniques include using Provider or Riverpod, selective rebuilds, and limiting the scope of global state.
- Optimizing layouts in Flutter involves avoiding deep widget trees, using efficient layout widgets like Column and Row, lazy loading with ListView.builder or GridView.builder, and avoiding expensive widgets like Opacity and Clip.
- Reducing memory usage in Flutter includes disposing resources, using WeakReference for long-lived objects, optimizing images, and profiling memory with Dart DevTools.
- Leveraging DevTools for performance profiling in Flutter is crucial for analyzing rendering times, memory usage, CPU profiling, and identifying unnecessary rebuilds.
- Advanced techniques for complex UIs include using Custom Painters, shaders, isolates for heavy computations, and precompiling shaders for improved performance.
- Best practices for Flutter performance optimization involve minimizing build methods, using RepaintBoundary, testing on real devices, and regularly profiling with DevTools.
- By understanding Flutter's rendering pipeline and adopting best practices and advanced techniques, developers can optimize performance for complex UIs and deliver a smooth user experience.
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Medium
4w
263
Image Credit: Medium
Getting started with Elixir…
- Elixir is a dynamic, functional language built for scalable and maintainable applications, running on the Erlang VM for low-latency and fault-tolerant systems.
- Strengths of Elixir include clear and maintainable code, productivity tools, and versatility in applications from simple scripts to distributed systems.
- Challenges of Elixir include its functional nature, reliance on Erlang VM, learning curve for beginners, limited community resources, and potential overkill for simple applications.
- Elixir excels in building scalable, high-traffic web applications and domain-specific systems, but may be unnecessary for simpler applications.
- Steps to build a web application with Elixir include installing Elixir, setting up a project with mix, using Phoenix framework for web interface, designing data schema, implementing features, testing, deploying, monitoring, and maintaining the application.
- Regular updates and maintenance are crucial for web applications, along with monitoring performance and improving over time.
- Elixir's unique features make it valuable for developers, despite the learning curve, with resources like Elixir Basics, Elixir in 100 seconds, and Elixir - Free Code Camp for learning.
- Community growth and increasing accessibility are expected as more developers explore Elixir, enhancing its potential for various applications.
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Codecondo
4w
281
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Top 10 HTML5 Features That Every Developer Should Know
- HTML5 is a game-changer in web development, offering tools for dynamic and interactive websites.
- It focuses on multimedia support, semantics, APIs, and mobile-friendliness.
- HTML5's semantic elements, canvas for graphics, video, and audio elements enhance user experiences.
- Geolocation API, web storage, form enhancements, and drag-and-drop API improve functionality.
- Web workers and SVG integration in HTML5 help in running background tasks and responsive design.
- These features lead to faster load times, better mobile support, and improved user satisfaction.
- HTML5 facilitates streamlined workflows, interactivity, and future-proofs projects.
- Developers benefit from HTML5's must-have features like semantic tags, canvas, video, and audio elements.
- Enrolling in courses like 'Learn HTML5 Programming From Scratch' can help master these features.
- HTML5 empowers developers to create standout projects with tools like canvas graphics and semantic tags.
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Webkul
4w
388
Image Credit: Webkul
User Guide for Odoo Website Linkly Payment Acquirer
- Odoo Website Linkly Payment Acquirer allows businesses to securely accept online payments.
- Features include support for multiple payment methods, fast and secure payment processing.
- Installation is done by downloading the module's zip file and adding it to Odoo.
- The workflow involves adding Linkly credentials, selecting Linkly as the payment option, entering card details, and viewing payment details.
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23 Likes
Webkul
4w
120
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User Guide for Odoo POS Stripe Payment
- Odoo POS Stripe Payment simplifies checkout process by enabling QR code-based payments integrating Stripe effortlessly.
- Users can choose where to display the QR code (Payment screen or POS) and store/manage Stripe credentials securely.
- Customers can easily scan the QR code, redirecting them to a payment link to complete transactions using their preferred payment method.
- The module provides transaction details and access to order information such as customer details, date, and purchased products.
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7 Likes
Medium
4w
120
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Dive into Summer with TRISHOLIC: Stylish Outfits and Huge Discounts!
- TRISHOLIC offers effortless, vibrant, and comfortable summer fashion.
- The latest collection features lightweight fabrics, bold prints, and chic styles.
- Trending items include breezy summer dresses, chic co-ord sets, comfortable bottoms, and statement tops.
- Enjoy huge discounts on the TRISHOLIC summer collection available online and in stores.
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7 Likes
Medium
4w
196
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Viral Quiz AI Review: The Game-Changer in AI-Driven Video Marketing
- Viral Quiz AI is a cutting-edge tool that uses AI technology to generate engaging quiz videos.
- The tool is designed for content creators, marketers, and businesses to create viral content.
- Viral Quiz AI eliminates the need for brainstorming, scripting, and video editing.
- The tool offers a limited-time commercial license for users to monetize their quiz videos.
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11 Likes
Medium
4w
151
Image Credit: Medium
Top Trading Strategies for Consistent Profits in [Forex/Stocks/Crypto]
- 1. Trend-following strategy: Identify market trends and use moving averages to confirm the trend.
- 2. Breakout trading strategy: Identify key support and resistance levels, and confirm breakouts with volume spikes.
- 3. Scalping strategy: Enter and exit trades quickly to capture small price movements.
- 4. Swing trading strategy: Identify strong trends, wait for pullbacks, and use Fibonacci retracement levels.
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9 Likes
Medium
4w
203
Image Credit: Medium
The Current State of AI for Coding: Powering the Future of Software Development
- AI coding tools are transforming software development, catering to a wide range of users from non-technical entrepreneurs to seasoned engineers.
- There is a spectrum of application for AI tools, from rapid prototyping for startups to enhancing the productivity of senior developers.
- AI coding assistants operate at foundational and application levels, with models like xAI's Grok 3 powering code generation capabilities.
- Prominent AI coding tools include Cursor, Windsurf, Claude Code, GitHub Copilot, Replit Agent, and Gemini Code Assist, each catering to different needs.
- Senior developers leverage AI tools like Cursor and Claude Code to amplify productivity, while junior engineers benefit from faster code generation.
- AI's impact varies for different groups, with senior engineers benefiting from speed and mentorship, startups gaining speed with budget constraints, and enterprise teams focusing on scale.
- AI coding promises to revolutionize development, but the balance between AI-driven speed and human judgment is crucial for maintaining code quality.
- The projected growth of the AI coding market indicates a significant increase in adoption, driven by the demand for automation and efficiency in software development.
- AI coding democratizes software development but emphasizes the importance of human judgment for long-term maintenance and complex problem-solving.
- As AI tools evolve, they will likely amplify the impact of developers, leading to increased efficiency and productivity in software development.
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Dev
4w
330
Image Credit: Dev
JDK 24 New Features Every Java Developer Must Know
- JDK 24 brings new features to improve performance, code readability, and developer experience.
- Primitive types can now be used in patterns, instanceof, and switch statements.
- Flexible constructor bodies allow statements before constructor invocations.
- Module import declarations simplify importing all exported packages of a module in one statement.
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