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Medium

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3 Things You Should Do Before Hiring High-Performance Developers

  • In software development, team dynamics are more critical for success than technical skills, according to a project manager with overseas experience.
  • Google discovered that team interaction, work structure, and individual contributions matter more than the specific skills of team members for high performance.
  • The experience highlighted the importance of understanding team dynamics before hiring high-performance developers.
  • Prioritizing team collaboration and synergy may lead to more successful software projects.

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Insider

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Meta's Llama has reached a turning point with developers as delays and disappointment mount

  • Meta's Llama 4 models faced a lukewarm start with limited adoption compared to previous models, leading to questions about its relevance among developers.
  • At Meta's LlamaCon conference, developers expressed disappointment as expected advanced models weren't announced, settling for traditional models instead.
  • The release of Llama 4 Scout and Llama 4 Maverick, with a delayed Llama 4 Behemoth, struggled to compete against alternatives like DeepSeek's V3 and Qwen.
  • While Meta claimed state-of-the-art performance, criticism grew around the fading momentum of Meta's open-source models in technical performance and mindshare.
  • Competitors like DeepSeek, Qwen, and OpenAI are outpacing Meta in reasoning, tool use, and real-world deployment, prompting doubts about Llama's progress.
  • Meta reassured its commitment to improving its models and features based on community feedback, but concerns linger over Llama falling behind in the AI landscape.
  • While Llama 3's launch in the past was widely praised for its breakthrough, Llama 4's reception has been less enthusiastic, raising questions about Meta's direction.
  • Criticism of Llama 4 extended beyond technical evaluations, highlighting its diminished tool-calling capabilities for agentic AI compared to rival models like OpenAI.
  • Llama's absence of a reasoning model and decline in developer interest indicate a loss of pace in the AI market, despite its continued presence in various AI applications.
  • Industry experts note that while Llama may be losing ground to proprietary models, it still holds value for enterprises seeking open-source solutions for specific tasks at a lower cost.
  • Despite competition from proprietary models, Llama's role remains relevant for many developers due to its cost-effectiveness and adaptability to diverse use cases within AI applications.

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COSMOS

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First quantum simulation of chemical dynamics puts science on the edge

  • Researchers have achieved the first quantum simulation of dynamic chemical processes using a quantum computer, a milestone beyond the capabilities of classical supercomputers.
  • The study, published in the Journal of the American Chemical Society, demonstrated the real-time simulation of chemical processes on a quantum device.
  • The quantum simulation involved molecules interacting with photons, revealing the dynamics of chemical bonds transitioning to higher energy states.
  • The nano institute's quantum computer at the University of Sydney simulated the interaction of photons with molecules like allene, butatriene, and pyrazine.
  • The simulation allowed researchers to observe the process occurring in milliseconds, significantly slower than its actual timeframe of femtoseconds.
  • This breakthrough enables a deeper understanding of how light drives chemistry in processes crucial to life, renewable energy, and medicine.
  • The quantum simulator's efficient analogue approach using a single trapped ion demonstrates its potential power in studying complex chemical dynamics.
  • The researchers believe that with a slight scaling up to 20-30 ions, quantum simulations could explore chemical systems beyond classical computing capabilities.
  • This development marks progress towards achieving 'quantum supremacy' in simulating chemical dynamics that classical computers cannot handle.
  • The quantum simulator's ability to accurately mimic real-time chemical dynamics using existing hardware opens doors for advancements in materials science and drug discovery.

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How to Browse the Web Undetected: Privacy in Virtual Environments

  • The article discusses a solution for browsing the web more privately, especially from virtualized environments, to bypass detection mechanisms used by websites.
  • Detection mechanisms used by websites often collect detailed information about your system without your knowledge, raising privacy concerns.
  • The developed solution is compatible with various platforms and environments, allowing users to override, hide, or simulate specific environmental behaviors via API wrappers.
  • Countermeasures such as simulating mouse events and overriding hardware identifiers aim to provide a more private browsing experience without being flagged for using virtual environments.

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Medium

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Simple Ways to Improve Customer Experience With AI Checkouts

  • AI checkouts use technologies like computer vision, machine learning, and natural language processing to enhance the checkout process.
  • These systems, found in retail kiosks and self-service machines, offer fast, accurate, and tailored customer experiences.
  • For customers, AI checkouts provide convenience, speed, enhanced security, and personalized assistance.
  • Retailers benefit from improved efficiency, increased revenue, customer engagement, and access to real-time purchase data with AI-powered kiosk solutions.

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Medium

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Deploying LLM APIs Offline on Your Local Machine

  • This article provides a guide on setting up a local LLM service without the need for internet or a subscription, allowing for experimentation with application development.
  • It is a continuation of a previous article that detailed running LLM locally on the console and Web UI.
  • The current article focuses on using the locally served LLM API and integrating it into application development, with Python examples provided.
  • The previous article explains the process of downloading the Serving Engine, Ollama, and running it on LLM models like Meta’s LLaMa 3.

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Medium

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What Vibe Coding Might Be Teaching us about the Future of Software Product Dev, Business, &…

  • Vibe coding, or using AI to generate software tailored to individual needs, is reshaping the future of software development.
  • AI tools like Google's AI Studio or Replit can quickly create customized apps based on user input, revolutionizing the way software is created.
  • This shift challenges the traditional model of corporate software, allowing users to create their own digital tools on demand.
  • The impact of vibe coding extends beyond tech, potentially transforming business operations and value creation processes.

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Webkul

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User Guide for UnoPim Shopware 6 Connector

  • UnoPim Shopware 6 Connector facilitates the connection of Shopware store(s) with UnoPim PIM platform.
  • It allows centralized management of product data and export of products, categories, attributes, and variations.
  • Users can control data exports through store instance and channel filters, as well as custom field mapping.
  • The connector supports multiple languages for data consistency and enables precise control over exports.
  • Features include exporting categories, products, SEO information, and aligning product attributes between platforms.
  • Installation involves downloading, merging, and setting up the extension in both UnoPim and Shopware 6.
  • Users can create API credentials in Shopware, configure UnoPim credentials, and map attributes between platforms.
  • Custom field mapping, attribute mapping, and category field mapping are essential steps in configuring the connector.
  • Exporting data from UnoPim to Shopware 6 involves creating and executing export jobs with specific filters.
  • Options for exporting various entities like categories, attributes, configurable products, simple products, variants, and tags are available.

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TechBullion

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Why Legal Teams Are Upgrading To Contract Negotiation Software

  • Legal teams are upgrading to contract negotiation software to enhance efficiency and accuracy in handling contracts amidst heavy work schedules.
  • Contract negotiation software automates tasks, streamlines negotiations, and ensures consistency by providing templates, standardization, and automation of routine processes.
  • The software facilitates seamless communication among parties involved in negotiations through real-time document access and collaboration features.
  • It helps organizations stay compliant with legal standards, enhances security of sensitive data, provides cost savings, and offers customization and analytics capabilities for better decision-making.

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Webkul

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Make CS-Cart Fast with Background Tasks

  • CS-Cart stores can be made faster by moving heavy operations like imports and syncs to background tasks.
  • Real-time execution of tasks can overload servers, leading to delays and freezes in the admin panel.
  • Queue Handler add-on helps run time-consuming processes in the background, ensuring a fast and reliable store.
  • Offloading tasks to asynchronous queues improves response time, prevents server crashes, and supports scalable growth for CS-Cart stores.

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Medium

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No-Code Website Builders and SEO: The Facts

  • No-code platforms like React make building visually impressive websites easy, but can pose SEO challenges if not configured properly.
  • Many no-code builders using React rely on client-side rendering, which can lead to poor indexing by search engines like Google.
  • Google prioritizes static content over complex client-side apps, potentially causing lower search rankings for sites built with client-side rendering.
  • To address SEO pitfalls, implement server-side rendering, optimize metadata, and ensure fast, mobile-friendly performance for better site visibility and SEO rankings.

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# Solidity Unchecked Math — Beyond the Basics: Making Gas Optimisation Safe

  • Solidity 0.8.0 introduced gas costs for arithmetic operations to check for overflows and underflows, impacting gas optimization.
  • The use of 'unchecked' blocks in Solidity can save gas but may lead to vulnerabilities if not used carefully.
  • The 'EnhancedSafeMathTester' was developed to explore safe usage of 'unchecked' math in various scenarios, including methods for handling arithmetic with safety mechanisms.
  • Additional security patterns such as emergency circuit breakers, access control, and event monitoring were implemented to enhance contract security beyond arithmetic safety.

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Pymnts

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Allpay Says AI Transformation Boosts Productivity, Software Releases

  • U.K. payments company allpay is using AI and cloud intelligence for future growth.
  • With AI adoption and cloud migration, allpay saw a 10% increase in coding productivity and a 25% rise in production releases within nine months.
  • The use of GitHub Copilot AI coding assistant has enhanced code quality and reduced defects, leading to improved productivity.
  • The integration of AI tools like GitHub Copilot and Azure has enabled allpay to modernize processes, attract developers, and improve code quality.

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Amazon

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Continue to take control over your code with Amazon Q Developer’s new context features

  • Amazon Q Developer has introduced new features in VS Code to offer more control over coding conversations and context management.
  • These enhancements include conversation persistence, chat history search, and conversation export capabilities.
  • With conversation persistence, users can continue where they left off across IDE sessions without losing context.
  • The chat history search feature allows users to quickly find and review previous conversations with Amazon Q Developer.
  • Users can now export chat sessions as markdown files for offline use or collaboration purposes.
  • Amazon Q Developer also provides improved context control by allowing users to specify folders, files, functions, and variables to include in conversations.
  • By utilizing symbols like '@', users can ensure that the relevant code components are considered for more precise responses.
  • These new features aim to enhance developers' efficiency and help them maintain a smooth development flow even across longer periods.
  • Amazon Q Developer continues to evolve to empower developers with tools that streamline their coding experience.
  • Users can access these features in VS Code by referring to the Amazon Q Developer Getting Started guide.

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Medium

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Welcome to Another Insightful Tech Guide!

  • Different browsers like Google Chrome, Mozilla Firefox, and Microsoft Edge offer unique features for real-time collaboration.
  • Powerful collaboration tools such as Microsoft Teams, Slack, and Trello enhance teamwork for IT professionals.
  • Embracing the right browsers and tools can maximize productivity and drive success in the tech industry.
  • Real-time collaboration is essential for IT professionals to improve workflow integration and communication within teams.

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