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Medium

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Mastering Artificial Intelligence Software Development with ideyaLabs

  • Artificial Intelligence Software Development is redefining technology, with ideyaLabs helping businesses leverage AI for automation, personalization, and operational streamlining.
  • Companies invest in AI to analyze data, forecast outcomes, and accelerate decision-making, with ideyaLabs offering custom applications encompassing machine learning, data analytics, and automation.
  • ideyaLabs follows a comprehensive AI software development lifecycle from requirement gathering to testing, ensuring fully tested solutions that integrate seamlessly with existing systems for clients.
  • Custom AI solutions by ideyaLabs cater to industry-specific needs, with a focus on seamless integration, machine learning models that evolve, natural language processing, and adoption of emerging AI trends for future sustainability and growth.

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Medium

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How to achieve accessibility compliance as a product manager

  • Different roles in the process require various tools for automated tests.
  • Manual testing is essential for achieving maximum accessibility beyond technical compliance.
  • Accessibility considerations should be integrated at each stage of the software development process from inception to release.
  • Product managers are ultimately accountable for ensuring accessibility compliance throughout the development process.

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Dev

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How to Use MACD Like a Pro: 3 Technical Signals Developers Should Know

  • MACD is a nuanced indicator offering insights on market momentum, trend health, and potential reversals over longer timeframes.
  • In early 2023, a momentum breakout was identified on BTC/USDT weekly chart with a rising MACD histogram, indicating strong bullish momentum.
  • By late 2023, a momentum peak was observed as MACD plateaued despite upward price movement, signaling trend exhaustion and potential reversal.
  • In Q1 2025, MACD crossing below the signal line flagged a controlled pullback phase for BTC, offering insights into weakening trend strength.

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Cinema5D

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ZEISS Virtual Lens Tech for Compositing Previewed – Real Lens Behavior for Digital Content

  • ZEISS introduces Virtual Lens Tech at FMX 2025 to bring real lens characteristics to digital content in VFX and compositing workflows.
  • The tool mimics physical lens behavior, including focus falloff, bokeh, and distortion, aiming to bridge the gap between cinematographers and VFX artists.
  • ZEISS' approach is based on precision lens engineering, offering a reliable and predictable lens solution for post-production professionals.
  • The Virtual Lens Tech aligns with the trend towards realism in digitally rendered images, meeting the demand for cinematic fidelity.
  • It is part of ZEISS' CinCraft ecosystem and not limited to ZEISS lenses, allowing users to create custom looks and stylized effects.
  • VFX veteran Nicolas Borens from MPC Paris has tested the tool, showcasing its potential impact on production pipelines.
  • ZEISS presents the technology at FMX alongside a hands-on demo and invites artists to follow updates on its development.
  • The technology aims to offer a realistic lens look for digital content, bringing the characteristics of real lenses to post-production workflows.
  • ZEISS aims to democratize filmmaking technology with tools like Virtual Lens Tech, offering possibilities for creators at all levels.
  • The approach of mimicking real lens behavior through software is expected to advance in the future, potentially becoming widely accessible.

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Medium

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The Most Powerful Meeting That Improves Software Project Performance by 300% or more.

  • Working as a software engineer in Japan, the author experienced chronic overtime and project failures despite team efforts and financial investment.
  • The author initially believed that technological skills were crucial for project success and overlooked project management principles.
  • Upon working overseas and encountering Scrum project management, the author realized the significance of this framework in saving time and resources.
  • Scrum, a popular project management framework, focuses on achieving exceptional customer value and is credited with significantly improving software project performance.

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Hackaday

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Hardware Built For Executing Python (Not Pythons)

  • PyXL is a project aiming to run Python directly in hardware for maximum speed by compiling Python code into custom assembly and running it on a pipelined processor built from scratch.
  • Currently, PyXL exists as logic running on a Zynq-7000 FPGA on an Arty-Z7-20 devboard, and it boasts significantly faster execution speed compared to MicroPython.
  • In a GPIO latency test, PyXL running at 100 MHz achieved a round-trip latency of 480 nanoseconds, making it 30x faster than MicroPython and 50x faster when normalized for clock speed differences.
  • This project aims to make it possible to write performance-critical code in Python from the beginning, despite Python not traditionally being a real-time language.

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Towards Data Science

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Benchmarking Tabular Reinforcement Learning Algorithms

  • The article explores benchmarking tabular reinforcement learning algorithms based on the seminal book by Sutton and Barto, focusing on Dynamic Programming, Monte Carlo methods, Temporal Difference Learning, and Model-Based RL/Planning.
  • The benchmarking framework involves evaluating algorithms on increasingly larger Gridworld environments to compare their efficiency and effectiveness in solving tasks.
  • Key algorithms like Q-learning, value iteration, Sarsa, and Dyna-Q are discussed and benchmarked on Gridworlds up to size 50x50.
  • Results indicate that Value Iteration outperforms other methods, followed by On-policy MC, Dyna-Q, Q-learning, and Sarsa-n in the context of simple, fully-known, and deterministic environments.
  • Performance rankings show On-policy MC as the best model-free algorithm, while Dyna-Q blends model-based planning with model-free learning for improved results.
  • The article discusses the trade-off between efficiency and generality in reinforcement learning algorithms, with future plans to benchmark in more challenging environments and explore function approximation in Part II of Sutton's book.
  • The detailed experiments, rankings, and discussions offer insights into the performance of tabular RL algorithms, showcasing the strengths and limitations of each method.

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Medium

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SANGEE: Building Empathetic and Transparent AI for a Human-Aided Future

  • Sangee is an empathetic and transparent AI designed to communicate, connect, and collaborate with human beings as an empathetic partner.
  • It stands out from traditional AI systems by focusing on interaction as an empathetic being, capable of remembering, adapting, and respecting context.
  • Sangee has the vision to transition into robotics and physical presence, aiming for applications in various sectors beyond just being a personal assistant.
  • The creator, Disha, built Sangee with the belief that ethics, empathy, and intelligence can coexist, setting a foundation for inclusive and transparent AI.

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Hackernoon

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How Can Elon Musk Save Your Crypto?

  • Elon Musk's appointment at the Department of Government Efficiency caused a reaction in the crypto world, particularly among meme coins like Dogecoin.
  • Musk's influence in the crypto market is significant, with just a mention of 'DOGE + Musk' leading to market fluctuations.
  • While influencers like Musk can create short-term hype, the long-term success of a crypto project depends on its substance and sustainability.
  • To sustain attention in the crypto market, projects need more than just celebrity endorsements, implementing strategies like gamification and community engagement.

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Towards Data Science

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Think. Know. Act. How AI’s Core Capabilities Will Shape the Future of Work

  • Many business leaders have high expectations for AI but encounter limited results due to a misunderstanding of its capabilities.
  • AI can be evaluated based on three core capabilities: Think, Know, and Act.
  • Think focuses on an AI's ability to reason, plan, and make decisions autonomously.
  • Know involves AI's access to and application of relevant knowledge through Retrieval-Augmented Generation (RAG).
  • Act relates to AI's execution of tasks by interacting with tools, systems, and workflows via Model Context Protocol (MCP).
  • When combined, these capabilities transform AI into an action-oriented collaborator.
  • Thinking AI operates like a smart analyst, making decisions and taking initiative.
  • Knowing AI ensures access to up-to-date, business-specific knowledge for more accurate responses.
  • Acting AI goes beyond recommendations, executing tasks and delivering real outcomes.
  • The integration of Think, Know, and Act creates intelligent, proactive AI that drives meaningful business value.

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Educba

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Use Cases of VPN for Remote Employees

  • Remote work is a common practice, and VPNs play a crucial role in ensuring connectivity and security for remote employees.
  • VPNs provide secure access to company networks, allowing remote staff to connect to internal systems securely.
  • They enable safe usage of public Wi-Fi, protecting data from potential cyberattacks by encrypting transmissions.
  • By bypassing geo-restrictions, VPNs help remote employees access region-specific content for their work.
  • VPN encryption protects file transfers, ensuring data security during file exchanges among remote workers.
  • Using a VPN can help avoid ISP throttling, ensuring consistent internet performance for various tasks.
  • VPNs enhance Remote Desktop Protocol (RDP) safety by adding an encrypted layer to remote desktop sessions.
  • They allow secure access to cloud services, aiding remote teams in securely connecting to essential cloud platforms.
  • VPNs maintain privacy during online research and aid in compliance with data protection regulations like GDPR and HIPAA.
  • For global teams, VPNs enable secure collaboration across different regions, ensuring seamless access to shared resources.

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Medium

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Mastering TypeScript and JavaScript OOP: A Journey from Keywords to Dependency Injection

  • This article delves into object-oriented programming in JavaScript and TypeScript, covering keywords like private, protected, static, and abstract.
  • Understanding the differences between these keywords in JavaScript (ES6+) and TypeScript is crucial for effective development.
  • The article also emphasizes the importance of Dependency Injection (DI) and decorators in TypeScript for creating cleaner, testable, and scalable code.
  • Mastering OOP concepts and leveraging DI patterns can significantly enhance the scalability and maintainability of code in frontend and backend development.

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How I use React.js to build Fast , Scalable Frontends for Clients

  • The developer prioritizes planning before coding to meet clients' goals such as improving load time, snappy dashboards, and integrating with complex APIs.
  • Tools like Vite and TypeScript are used to speed up development and ensure code reliability, with a focus on modular and reusable components for faster delivery and easier maintenance.
  • Performance optimization techniques including lazy loading, dynamic imports, and efficient rendering are implemented to keep the UI responsive, even under heavy user load.
  • By applying React best practices, the developer helped a client improve their e-commerce app's load time by 40%, leading to enhanced user experience. For frontend development services, visit https://james102.netlify.app/

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TechBullion

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Top 10 Custom Software Development Companies to Hire in 2025

  • Custom software development companies play a crucial role in a business's success, whether starting a new project or scaling up operations.
  • Code Avenue is a top choice for mobile app development, offering solutions for startups, SMEs, and enterprises in various sectors like security, e-commerce, and fintech.
  • Netguru, a digital consultancy from Poland, excels in delivering intuitive mobile and web applications quickly, ideal for startups and tech-forward businesses.
  • Saigon Technology, based in Vietnam, provides competitive offshore software development services in technologies like .NET, React, and Node.js, suited for startups and small companies.
  • Diceus focuses on high-quality custom software for enterprise-level clients, especially in regulated industries, offering IT consulting and team extension services.
  • Itransition offers customized digital solutions with over 20 years of experience, catering to system modernization, cloud integration, and enterprise app development.
  • Intellectsoft specializes in custom software development, particularly in healthcare, finance, and logistics, integrating technologies like blockchain, AI, and IoT.
  • Simform provides high-performance engineering teams for scalable applications and cloud systems, catering to enterprises and startups with a focus on innovation.
  • Cleveroad, a Ukraine-based agency, specializes in mobile and web development, aiding startups and enterprises in various sectors like logistics and healthcare.
  • ELEKS emphasizes software services in digital transformation, big data, and product design, with teams across North America and Europe that offer global assistance.
  • Iflexion, with over 20 years of experience and 850+ developers, excels in full-cycle software development across industries including CRM, ERP, and eCommerce.
  • In 2025, Code Avenue stands out for its creativity, performance, and customer-centric approach as an ideal choice for firms seeking innovation in custom software development partnerships.

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Javacodegeeks

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Compose vs. Flutter: The Battle for Cross-Platform UI

  • In the battle for cross-platform UI development, Jetpack Compose and Flutter are two leading frameworks, offering fast development and native performance.
  • Flutter, by Google, is known for its single codebase across Android, iOS, web, and desktop, with a strong widget-based design.
  • Jetpack Compose, primarily for Android, is becoming cross-platform through Compose Multiplatform, extending to desktop and web.
  • Flutter excels in developer experience with a mature ecosystem, while Compose is favored by Kotlin-oriented teams for seamless integration.
  • In terms of performance, Flutter's Skia-based rendering offers smooth animations, while Compose focuses on near-native performance, especially on Android.
  • Flutter leads in ecosystem size and libraries, but Compose is quickly catching up.
  • Flutter prioritizes UI consistency across platforms, while Compose leans towards native look and feel.
  • Choosing between Flutter and Compose depends on team background, with each having its strengths in different scenarios.
  • Real-world use cases show Flutter being used by major companies, while Compose is adopted for internal tools and IDEs by JetBrains.
  • Ultimately, the decision between Compose and Flutter in 2024 depends on team fit, ecosystem alignment, and future goals, with both frameworks promising ongoing enhancements.

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