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Medium

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Building Offline-First Mobile Apps: When Internet isn’t Guaranteed

  • Cogntix focuses on building offline-first mobile apps to ensure seamless user experience regardless of internet connectivity.
  • Local data storage with smart syncing is implemented to prevent data loss and allow users to continue tasks without network dependency.
  • Caching mechanisms are utilized to improve app performance, reduce load times, and enhance efficiency, particularly in low-connectivity areas.
  • Background task systems are in place to handle offline actions, ensuring tasks are remembered, retried, and completed once connectivity is restored for uninterrupted workflows.

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TheNewsCrypto

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Chainwire Partners with Sonic to Boost Web3 Developer Visibility and Growth

  • Chainwire has partnered with Sonic, a layer-1 blockchain for Web3 applications, to provide easier access to Chainwire's newswire infrastructure for developers within the Sonic ecosystem.
  • The partnership aims to assist builders in amplifying their stories and reaching targeted audiences to encourage the expansion of Sonic's developer ecosystem.
  • Sonic offers developers access to best-in-class PR with guaranteed placements across top crypto and mainstream media outlets through Chainwire's distribution skills.
  • The collaboration underscores the common goal of providing resources for technical and public growth, showcasing Chainwire's commitment to supporting ecosystems driving blockchain innovation.

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Tech Radar

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watchOS 12 and tvOS 19 tipped to get a visual revamp, to match the 'Solarium' update coming to iOS 19 and macOS 16

  • Big changes are coming to watchOS and tvOS, expected to match updates to iOS and macOS.
  • The official unveiling of the updates is expected on June 9 at WWDC 2025.
  • The new software look, internally called 'Solarium', is inspired by the visionOS software on the Apple Vision Pro.
  • The updated interfaces are rumored to be slicker, more modern, and widely felt across Apple devices.

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Codecondo

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How to Choose the Best Web Designer in Penrith for Your Business

  • In Penrith, choosing a top web designer is crucial for local businesses as website design impacts credibility and helps build trust with customers.
  • Professional web designers offer strategic digital solutions and local expertise that cater to the needs of businesses in the area.
  • Current digital design trends in Western Sydney focus on mobile-responsive design, minimalist user interfaces, and interactive experiences.
  • A well-designed website not only enhances customer trust and boosts sales but also improves search rankings and strengthens brand identity.
  • When selecting web design services, consider the key factors like portfolio analysis, client testimonials, pricing transparency, and service packages.
  • The web development process in Penrith involves technical skills like programming languages, responsive design knowledge, and UX design expertise.
  • Top web developers in Penrith possess a blend of technical prowess, creative problem-solving abilities, and strong communication skills.
  • The timeline for website development in Penrith varies based on project complexity, with most projects taking 6-10 weeks for completion.
  • Clear and prompt feedback from businesses can accelerate the web development process and ensure timely completion of projects.
  • Ultimately, choosing the right web design partner in Penrith is an investment in your business's digital future and online success.

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Implementation of Artificial Intelligence on Arduino

  • Artificial Intelligence (AI) is making strides in various industries, and its integration with affordable hardware like Arduino boards is opening up new possibilities for smart device development.
  • Technologies like Tiny Machine Learning (TinyML) enable AI models to run on microcontrollers with limited resources, allowing for applications like voice and gesture recognition.
  • Platforms such as Arduino, supported by TensorFlow Lite and Teachable Machine, simplify the implementation of AI for hobbyists and professionals by providing accessible tools.
  • Practical AI applications on Arduino include speech and gesture recognition, as seen in boards like Arduino Nano 33 BLE Sense and Arduino Nicla Voice.
  • Neural networks on Arduino, leveraging tools like TensorFlow Lite, enable tasks such as obstacle avoidance and speech recognition with optimized models for resource-constrained devices.
  • The utilization of TensorFlow Lite for Microcontrollers facilitates real-time inference on Arduino, enhancing system responsiveness and efficiency.
  • Training neural networks on Arduino requires collecting sensor data, model training on a more powerful computer, optimization for Arduino deployment, and performance testing for accuracy.
  • Artificial Intelligence on Arduino enhances projects with analog inputs, allowing for flexible responses and adaptability, especially in robotics and automation.
  • The AI integration on Arduino opens up new horizons for interactive and autonomous projects, enabling developers to explore innovative applications with limited resources.

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Dev

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My Generative Coding Workflow: How an Old School Coder is Adapting to AI (Let's Talk!)

  • Old school coders are adapting to the AI wave by embracing generative coding workflows.
  • The workflow includes AI brainstorming with tools like Gemini, human-led user flows, and iterative prompting with Claude and GPT.
  • Efficiency is a key focus, aiming for fewer re-prompts, tighter loops, and more time for big-picture design.
  • The developer is open to sharing insights and learning from others' AI-assisted workflows, tools, and strategies in this new era of coding.

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Educba

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REST vs GraphQL

  • REST (Representational State Transfer) and GraphQL are two prominent approaches to designing APIs, with GraphQL gaining momentum as a more flexible alternative.
  • REST interacts with resources using standard HTTP methods, while GraphQL allows clients to request specific data from a single endpoint.
  • Key characteristics of REST include statelessness, resource-based communication through URIs, fixed endpoints, and HTTP method usage.
  • GraphQL uses a single endpoint, client-defined queries, strong typing, and efficient data fetching.
  • Key differences between REST and GraphQL include data fetching methods, over/under-fetching prevention, versioning approaches, caching mechanisms, tooling ecosystems, learning curves, real-time support, and security practices.
  • REST is ideal for public APIs, caching needs, simplicity, stable data structures, and integration with legacy systems, while GraphQL is suited for avoiding data inefficiencies, evolving frontends, minimizing API calls, real-time data, and complex UI requirements.
  • Real-world examples include Twitter and GitHub (REST) and GitHub, Shopify, Pinterest, and PayPal (GraphQL) for their respective API implementations.
  • Choosing between REST and GraphQL depends on project needs, with REST offering simplicity and mature tooling, while GraphQL provides fine-grained control and efficiency for complex data needs.
  • Ultimately, the decision between REST and GraphQL depends on architecture, performance goals, and team expertise, with some teams utilizing both approaches.
  • Evaluate your API strategy to determine the best fit between REST and GraphQL for your project.

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Insider

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Meta's Llama AI team has been bleeding talent. Many top researchers have joined French AI startup Mistral.

  • Meta's Llama AI team has been losing many top researchers to Mistral, a French AI startup founded by former Meta researchers.
  • Departures of key Llama model creators are raising concerns about Meta's ability to retain top AI talent and compete with open-source rivals like Mistral.
  • Mistral, co-founded by Timothée Lacroix and Guillaume Lample, is developing powerful open-source models that directly challenge Meta's AI efforts.
  • The exodus of talented researchers has put pressure on Meta's AI strategy and its flagship models like Behemoth and Llama 4.
  • Meta's open-source Llama models shaped its AI strategy, but many original creators have left, impacting the company's competitive positioning.
  • The departure of key researchers and shifting leadership within Meta's AI team suggest challenges in maintaining its early lead in AI innovation.
  • Meta's inability to keep pace with faster-moving rivals like Mistral raises questions about its AI research and development capabilities.
  • The significant departures from Meta, seen notably at Mistral, indicate a shift in the landscape of AI research and development.
  • Meta's decline in setting the pace for AI innovation is evident as competitors like Google and OpenAI prioritize features like reasoning models.
  • Meta's once-prominent position in AI innovation has been challenged by the talent drain and the emergence of more agile open-source AI initiatives.

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Medium

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The engineering Oracle prompt: Tap into 30 years of dev wisdom in one chat

  • The Engineering Oracle is a prompt designed to simulate a seasoned software engineer with 30 years of experience.
  • It emphasizes deep consultation over quick fixes, helping with complex architectural problems, debugging, and decision-making.
  • The Oracle focuses on context, logical thinking models, and customized solutions rather than hand-wavy responses.
  • It begins by asking insightful questions to understand the problem before offering solutions, mimicking how veteran engineers approach problems.
  • The Oracle not only looks at code issues but also considers business goals, user needs, and team dynamics.
  • It provides tailored solutions based on the specific problem, team dynamics, and technology stack, promoting clarity over mere code snippets.
  • This prompt is valuable for tackling complex problems, decision-making scenarios, and team-related dilemmas, offering practical advice grounded in experience.
  • The Oracle aims to guide through consequences, not just steps, avoiding the trial-and-error approach that may break systems.
  • It's not a replacement for developers but rather an AI that thinks like an experienced developer, offering strategic insights and considerations.
  • The Oracle excels in guiding through real-world engineering challenges beyond mere technicalities, considering factors like risks, team dynamics, and long-term implications.

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I Was a Good Engineer — Until Product Thinking Showed Me What I Was Missing

  • Discovered product management through a course, shifted focus from tasks to business impact.
  • Started practicing first principles thinking, analyzed company mission and business outcomes.
  • Embraced curiosity, engaged in user research, and focused on understanding problems deeply.
  • Realized importance of moving the needle for users, products, and businesses, shifted perspective from writing clean code to questioning its necessity.

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Hackernoon

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Bitcoin Conference 2025 - Should I Go? Should I Stay?

  • The author's Bitcoin Games 2025 Hackathon project has been accepted, earning a festival pass to the Bitcoin Conference 2025 in Las Vegas.
  • After a moment of reflection, the author questioned the necessity of physically attending the conference based on costs and personal values.
  • An article on HackerNoon shifted the author's perspective, emphasizing that true wealth is having choices and aligning actions with values.
  • Ultimately, the author decided to participate virtually in the conference, highlighting that success is measured by personal alignment and financial wisdom.

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Hackernoon

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Don't Mix Data Access Concerns With Essential Business Behavior

  • Passing databases creates accidental coupling and breaks business encapsulation.
  • Problems include tight coupling, mixed responsibilities, bijection violation, testability issues, business logic pollution, and violations of separation of concerns.
  • Solutions recommended are to use dependency injection, avoid using the Repository Pattern, separate business logic, and design for decoupling.
  • Refactorings and sample code are provided in the article to address the issue of mixing data access concerns with essential business behavior.

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Medium

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Claude 4.0 Is Here: Smarter, Faster, and Ready to Compete

  • Claude 4.0 is Anthropic’s latest AI model, known for its general-purpose LLM capabilities including text generation, app development, document summarization, and code writing.
  • Key improvements in Claude 4.0 include a 200K+ token context size, the ability to process complex image inputs, and enhanced instruction fidelity for structured tasks.
  • Anthropic focuses on constitutional AI, leading Claude 4.0 to rely on behavioral rules rather than human RLHF, reducing biases and hallucinations, crucial for sectors like healthcare and compliance.
  • Benchmark results show Claude 4.0 surpassing competitors in speed and accuracy, making it a strong contender for enterprise tasks.
  • Claude 4.0 offers integration-ready APIs, IDE plugins, and SDKs for platforms like VSCode and JetBrains, providing accurate code completion and contextual suggestions.
  • In the Claude 4.0 vs ChatGPT 4 comparison, Claude showcases strengths in speed, context depth, and business integrations, especially beneficial for document processing and secure deployment.
  • With chat-based platform integration, Claude 4.0 enhances CSAT scores and automates Tier 1 support, beneficial for mobile app development services.
  • Claude's context awareness benefits agile sprint teams by understanding complex branch logic in cross-platform app development services.
  • Positioned for safety, large-context thinking, and real-world practicality, Claude 4.0 targets regulated industries like healthcare, BFSI, and lawtech for its privacy and accuracy features.
  • Designed for scalability across industries, Claude 4.0 offers lightning-fast speed, increased memory, designer-centric design, and safety-first AI principles.
  • For AI-powered productivity, business chatbot integration, or cross-platform development needs, Claude 4.0 provides advanced solutions, making it a competitive choice against models like ChatGPT.

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Medium

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Feature Factory: What’s the Verdict?

  • The term "feature factory" is often viewed negatively in product management, implying a focus on building features without meaningful impact or innovation.
  • However, features can be valuable if built with intention and aligned with the product's vision and customer needs.
  • Product teams should prioritize high-impact initiatives but individual features can still drive success based on the product's lifecycle.
  • Regularly revisiting the product vision, aligning features with strategy, and weighing pros and cons are crucial for adding value through features.

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Federated Business Services: Escaping the Functional Monolith, One Event at a Time

  • Functional monoliths in organizations, such as central billing teams, create bottlenecks and dependencies on other departments for tasks like invoicing.
  • Federation in business services involves decentralizing ownership of processes like pricing, invoicing, and communication to enable autonomy and speed.
  • Central teams shift from doing the work to providing tools and rules for other teams to execute tasks within boundaries in a federated model.
  • Federated systems require clear ownership, well-defined events, and good observability to scale autonomy and reduce integration costs.
  • Events serve as the backbone of federated business capabilities, ensuring communication and coordination among different teams.
  • Contracts, clear ownership, and visibility are essential components for successful implementation of federated business capabilities.
  • Federation promotes a cultural transformation in organizations by fostering trust, autonomy, and shared language among teams.
  • The shift to federated business capabilities extends beyond invoicing to areas like pricing logic, communication triggers, document generation, and data ownership.
  • Organizations that embrace federated models move faster, reduce coordination costs, and improve scalability and flexibility in their core business operations.
  • Embracing federation in business services shifts the focus from control to empowerment, leading to more efficient, robust, and adaptable systems.

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