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The 200ms Generation: Rethinking Speed in Software Design

  • New generations expect blazing speed with zero tolerance for delay when interacting with software.
  • Research indicates that 0.1 to 0.2 seconds is the magic window for responses to feel instantaneous to users.
  • Product leaders have shown that even small delays in software performance can impact user engagement and metrics significantly.
  • Building software to meet the 200ms threshold for perceived immediacy is challenging but crucial for user satisfaction and product success.

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From Traditional Application Development to AI-Powered Solutions: Challenges and Opportunities

  • The emergence of artificial intelligence tools like GitHub Copilot, Amazon CodeWhisperer, and OpenAI’s ChatGPT has reshaped software development paradigms by automating tasks like code generation, test case formulation, debugging, and deployment operations.
  • AI integration optimizes various software development lifecycle stages, reducing manual coding, testing cycles, and debugging workloads, thus accelerating software delivery cycles and enhancing organizational agility and competitiveness.
  • AI-assisted development benefits range from individual developers quickly prototyping applications to large-scale enterprise projects reporting increased productivity and accelerated development velocities, establishing AI as an essential competitive advantage.
  • Although AI-driven development democratizes software creation and fosters innovation, it introduces specific risks and challenges that necessitate careful management and mitigation strategies to harmonize productivity gains with quality control and human oversight.

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Shallow Copy vs Deep Copy in JavaScript — Explained for Beginners

  • Copying in JavaScript involves creating a new variable with the same values as an existing one.
  • JavaScript copies certain data types, like numbers and strings, by value, and others, like objects and arrays, by reference.
  • There are two main types of copying in JavaScript: shallow copy and deep copy.
  • Shallow copy only copies top-level values and references objects or arrays, while deep copy creates new objects for nested values.

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Cyber Stocks & M&A Buzz: Powering the Next Wave of Digital Defense

  • Cybersecurity companies showing strong financial and technical growth are expected to outperform the market in 2025 due to increased demand for AI-driven protection, cloud migration, and advanced threat response capabilities.
  • Key players like Palo Alto Networks, CrowdStrike, SentinelOne, Fortinet, Check Point, and Zscaler are demonstrating growth potential.
  • Mergers and acquisitions are driving structural shifts in the cybersecurity and IT services industry, with a surge in deals related to threat intelligence, cloud security, and AI-based monitoring.
  • Investors are closely monitoring cybersecurity firms with strong AI capabilities and federal security alignment for potential growth and considering IPO opportunities following M&A activities.

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Train Once Run Everywhere, Is it true...

  • Matformers, inspired by Matryoshka dolls, are Transformer models that can be sliced into smaller submodels for flexible deployment.
  • Benefits of Matformers include flexible deployment options, single training for multiple deployments, graceful accuracy degradation, and consistent representation.
  • Challenges with Matformers include training complexity, performance trade-offs for smaller slices, and unexplored behavior with various techniques.
  • Real-world applications of Matformers include deploying different slices for high-end GPUs, on-device inference, edge AI, and multi-tenant inference, making model deployment more scalable.

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Hackaday

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Measuring the Impact of LLMs on Experienced Developer Productivity

  • AI risk and benefit evaluation company METR conducted a randomized control test on experienced open source developers to analyze the impact of LLMs on productivity.
  • The study found that using LLM-based tools like Cursor Pro with Claude 3.5/3.7 Sonnet reduced productivity by approximately 19%.
  • The methodology focused on realistic scenarios, such as adding features, bug fixes, and refactoring tasks on code, mirroring developers' work on open source projects.
  • The study identified factors contributing to decreased productivity with LLMs, including over-optimism, interference with existing knowledge, poor performance on large codebases, and low reliability in code generation.

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It began, like many breakthroughs in artificial intelligence, not with the blaring trumpets of…

  • Scientists explore Retrieval-Augmented Generation, a breakthrough in AI evolution.
  • RAG decouples knowledge from generation, allowing models to read and respond based on retrieved evidence.
  • It outperforms fine-tuned language models, is faster to update, more accurate, and transparent.

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The 8 Habits That Saved My Career as a Burned-Out Developer

  • The author shares their experience of transitioning from always choosing tasks they were familiar with to embracing the challenge of the unknown in their career as a developer.
  • Initially reluctant, the author decided to tackle unfamiliar tasks head-on despite encountering challenges and setbacks, leading to time-consuming mistakes that affected work performance and client satisfaction.
  • By persisting and learning from their mistakes, the author developed new habits including exploring the unknown, seeking help when needed, and persevering through the difficulties, ultimately saving their career from burnout.
  • Through this transformative journey, the author emphasizes the importance of stepping out of one's comfort zone, taking on challenges, and building resilience to overcome obstacles in professional growth.

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Beyond the Code: How GenAI Empowers Banking Engineers to Focus on What Matters

  • GenAI empowers banking engineers by automating tedious and error-prone tasks, allowing them to focus on important work like designing secure architectures.
  • The AI assistant helps in translating business requirements into code, updating tests, and optimizing data processing tasks in minutes, reducing manual effort and increasing productivity.
  • This AI-driven approach revolutionizes how banks develop and maintain technology, enabling engineers to work on critical tasks instead of getting bogged down in repetitive work.
  • The use of AI in banking technology aims to streamline delivery pipelines, enhance regulatory compliance, and improve overall efficiency by automating routine tasks.

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A Little More Privacy for Your LLM Calls, Please.

  • Data privacy concerns arise as resumes are easily shared, exposing private details to third parties.
  • LinkedIn profiles differ from job application resumes, as the context and consent change.
  • Various privacy enhancing technologies like Differential Privacy and Anonymization are explored for solutions.
  • An open-source Python library, ZINK, is introduced to anonymize sensitive data before sharing.
  • ZINK provides options to black out sensitive information, swap with fake data, or use pseudonyms.

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Knowridge

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Giant liquid mirrors could revolutionize the hunt for habitable worlds

  • The Fluidic Telescope (FLUTE), a joint NASA-Technion project, proposes using giant liquid mirrors in space for future space telescopes.
  • Building larger space telescopes using traditional solid materials has technological limitations.
  • Research led by Israel Gabay and colleagues at Technion explores how liquid mirrors behave during telescope movements.
  • Liquid mirrors could revolutionize space telescopes, allowing for self-correction and reshaping capabilities.

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You want to become a Coder in 2025? This is the simple Documentation you need to get started.

  • The article provides a step-by-step guide for aspiring coders to get started with programming in 2025.
  • The guide includes instructions for downloading Node.js, Git, configuring Git with user details, signing up for GitHub, and installing GitHub Copilot.
  • It instructs users on setting up GitHub Copilot within Visual Studio Code (VSCode) and testing it by asking a question in the Copilot chat interface.
  • The article concludes by encouraging new coders to explore their imagination, solve problems, and embrace programming as a way of communicating with computers.

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Hugging Face: The Open-Source AI Powerhouse Transforming How Models Are Built, Shared, and Deployed

  • Hugging Face, an open-source AI platform, addresses the ML infrastructure market's needs effectively.
  • It offers various products like Transformers, Hugging Face Hub, private hub, and enterprise solutions.
  • With significant funding rounds and steady revenue growth, it competes against major AI incumbents.
  • Its community-driven approach and enterprise-grade deployment make it a unique player in the space.

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Dev

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🔄 Uniface forlist...endfor: Mastering List Loops

  • The forlist...endfor loop in Uniface 10.4 is a powerful tool for processing lists efficiently.
  • It allows developers to iterate through all items in an indexed list using a clear syntax.
  • The loop's functionality includes iteration, termination conditions, and flexibility in handling list items.
  • Overall, forlist...endfor is a valuable asset for Uniface developers in managing list operations effectively.

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Open Loot Weekly Dispatch: July 11th

  • Shatterpointgg's Crystal Forge Mystery Box Sale on July 10, 2025, offered 500 Epic boxes, with buyers receiving a mystery chest airdrop per box purchased.
  • Post-sale, Shatterpointgg announced a Mystery Chest airdrop with $50 worth of Quantum Dust to each buyer, while unsold boxes and contents were burned to increase scarcity for Season 1.
  • Boss Fighters introduced the Recycler Leaderboard event where players can earn rewards by dismantling NFT items for Fusion Cores and climbing the leaderboard.
  • Worldshards brought back 'Jane the Artifacts Merchant,' facilitating artifact rarity upgrades during specific temporary events on the Home Island.

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