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Medium

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What is a Streaming API?

  • The user was building a Retrieval-Augmented Generation (RAG) system and discovered the concept of Streaming API while testing.
  • Streaming API allows for live updates without the need to wait for full responses, unlike in REST APIs.
  • Streaming API functions like a live broadcast, enabling immediate updates for scenarios with frequently changing data.
  • The user found it simple to implement Streaming API behavior in their own applications and decided to share their learnings in a beginner-friendly guide.

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Medium

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Coding with Copilot: What Developers Are Missing — and How to Catch Up

  • AI tools like Copilot, ChatGPT, and Cursor are revolutionizing coding by providing instant solutions and boosting developers' productivity.
  • While AI tools can make developers feel supercharged, overreliance on AI may lead to challenges and real-world problems when issues arise.
  • Developers have shared instances where the illusion of competence created by AI can fail in high-pressure situations like production bugs, design reviews, or interviews.
  • To grow as a developer and handle high-stake situations effectively, it is essential to shift from passive reliance on AI suggestions to active learning and experimentation in coding.

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TronWeekly

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From SWIFT to Ripple: The $50 Trillion Shift in Cross-Border Payments

  • The B2B cross-border payments market is projected to grow from $31.6 trillion in 2023 to $50 trillion by 2032.
  • Blockchain and stablecoins like Ripple's XRP and RLUSD are improving global payment efficiency and transparency.
  • Ripple's payment solution utilizes XRP and RLUSD for real-time and cost-effective global transfers.
  • Legacy cross-border payment systems are slow and costly, but blockchain-based alternatives are offering faster and more affordable solutions for businesses.

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Medium

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What Is AI? A Simple Guide to Artificial Intelligence

  • AI works by learning from data, improving its tasks with more information.
  • AI is used in various aspects of daily life like healthcare, shopping, smart homes, cars, and customer service.
  • AI is helpful as it saves time, aids decision-making, operates continuously without fatigue, and personalizes services.
  • However, challenges with AI include privacy concerns, fairness issues, potential job displacement, and the occurrence of errors.

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Dev

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AI Breakthrough Personalizes Prostate Cancer Treatment

  • Researchers have developed an AI tool to predict which men with high-risk, non-metastatic prostate cancer will benefit from the drug abiraterone, unveiled at the American Society of Clinical Oncology’s annual meeting.
  • The new AI tool analyzes biopsy images to identify a biomarker indicating likely benefit from abiraterone and has shown to halve the five-year mortality rate for those with the biomarker.
  • This advancement could lead to more personalized treatment plans, improving outcomes, reducing unnecessary side effects, and potentially prompting revisions in treatment guidelines and drug approval policies.
  • Experts have praised the development for its potential to optimize personalized cancer care and enhance patient outcomes.

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Dev

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Become a Pro at Building RESTful APIs Using .NET 9

  • RESTful APIs are crucial for modern web and mobile applications, and .NET 9 from Microsoft offers enhanced development capabilities.
  • .NET 9 provides high performance, minimal API support, integrated dependency injection, and built-in Swagger/OpenAPI documentation.
  • The step-by-step guide for building a RESTful API with .NET 9 includes setting up the project, defining the model, creating the data context, adding a controller, and configuring Swagger and middleware.
  • Best practices for building REST APIs with .NET 9 involve using proper HTTP status codes, keeping routes RESTful, implementing authentication, using DTOs for data transfer, adding input validation, and writing tests.

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Dev

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Debugging EPUB Language Tags: How User Feedback Led to a Deep Dive into Kindle's Font Selection Logic

  • Red Note users faced issues accessing Chinese fonts on Kindle due to incorrect EPUB language metadata.
  • The bug stemmed from websites' improper setting of language attributes affecting Kindle's font selection logic.
  • Kindle uses EPUB language tags to select font families, with Chinese fonts available for specific language tags like zh-CN.
  • The solution involved implementing smarter language detection by prioritizing user preferences and HTML metadata.
  • Technical improvements in v1.4.3 included using native AppKit for drag-and-drop and fixing force update bugs on the server side.
  • Library capacity estimation was enhanced by building and compressing EPUB files to accurately estimate sizes.
  • Lessons learned emphasized the importance of EPUB standards, platform differences, user feedback, and performance optimizations.
  • Upcoming developments in v1.5 focus on content quality, optimization, and cleaner, smaller EPUB files.
  • Future plans include enhancing content extraction, EPUB file size optimization, and content cleanup.
  • Stay updated with ZinFlow's progress in cross-platform e-book generation by downloading v1.4.3 from the App Store.

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7 Likes

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Dev

3h

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Daily JavaScript Challenge #JS-193: Calculate Fibonacci Number Using Dynamic Programming

  • Today's JavaScript challenge focuses on calculating the Fibonacci number using dynamic programming.
  • Developers are encouraged to implement a function for finding the N-th Fibonacci number efficiently through dynamic programming.
  • The challenge is of medium difficulty level and falls under the category of Dynamic Programming.
  • Further resources and documentation on Fibonacci numbers and dynamic programming techniques are provided for additional learning.

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Dev

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283

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NPM vs Yarn vs PNPM: Why so many?

  • NPM, Yarn, and PNPM are package managers used by JavaScript developers to manage project dependencies with different approaches and tradeoffs.
  • NPM, the oldest and most widely used, comes bundled with Node.js but is slow for larger projects and less efficient in managing disk usage.
  • Yarn focuses on speed, determinism, and UX improvements, offering fast installs, deterministic builds, and monorepo support.
  • PNPM emphasizes speed and storage efficiency by using a global content-addressable store, reducing disk space usage and enforcing strict dependency rules.
  • Real-world benchmarks show PNPM excels in speed and space efficiency, with Yarn close behind, while NPM has improved but still lags in performance.
  • Developer preferences in 2025 indicate a surge in PNPM's popularity for better performance and dependency isolation, though NPM remains dominant.
  • In 2025, PNPM is recommended for most developers due to its speed, efficiency, and ecosystem support, making it a strong choice over NPM and Yarn.
  • Use NPM for simplicity and compatibility on small projects, Yarn for advanced workspace features and extensibility, and PNPM for speed and efficiency in monorepos or CI environments.
  • PNPM deserves serious consideration in 2025 unless specific features of NPM or Yarn are required, as it offers a balance of speed, efficiency, and performance.
  • This article provides insights into the differences between NPM, Yarn, and PNPM, highlighting their strengths and use cases for developers in modern JavaScript projects.
  • Share this article with your team for a more informed decision on choosing the right package manager and stay updated with the latest trends in JavaScript development.

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17 Likes

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Dev

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Dockerized Databases on Your Terms: Self-Host PostgreSQL/MySQL Like a Pro (Without the 3 AM Panic) 🐳💡

  • Self-hosting databases using Docker on a VPS can save costs and provide more control over configurations and latency.
  • Choose a VPS provider like DigitalOcean, Linode, or Hetzner and use Ubuntu 22.04 LTS for Docker-friendly setup.
  • Dockerize your PostgreSQL or MySQL databases with security measures like SSH hardening, firewall rules, and DB user best practices.
  • Implement automated backups, monitoring with Prometheus + Grafana, and switch to managed services based on workload and security needs.

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6 Likes

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Dev

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Tagwise: Technical Review of AI-Powered Bookmark Categorization Project

  • Tagwise is an AI-powered web application developed to categorize bookmarked links automatically as an internship project.
  • The project utilizes technologies like Django, PostgreSQL, BeautifulSoup4, Selenium, OpenAI GPT-4o, Google Gemini API, and more.
  • Bookmark categorization is done using large language models like OpenAI GPT-4o or Google Gemini API without the use of vector store or RAG.
  • Additionally, the project includes a chatbot feature for querying bookmark archives using LangChain embeddings stored in a FAISS vector store.

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15 Likes

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Dev

4h

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314

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Optimizing React Performance: Memoization, Lazy Loading, and Bundle Analysis

  • In web development, performance is essential for user satisfaction. React offers tools to optimize applications as they grow in complexity.
  • Memoization in React, using techniques like React.memo, useMemo, and useCallback, can prevent unnecessary re-renders and computations.
  • React.memo skips re-rendering if props haven't changed. useMemo memoizes expensive function calls, while useCallback memoizes callback functions.
  • Strategic use of memoization is recommended for pure components, frequent renders with the same props, and expensive calculations.
  • Lazy loading with React.lazy and Suspense helps reduce initial load times by splitting code into smaller, on-demand chunks.
  • Analyzing and optimizing bundle size using tools like webpack-bundle-analyzer is crucial for efficient performance.
  • Dependency optimization, tree shaking, targeted imports, and using smaller alternatives can help reduce bundle size.
  • Always deploy the production build to benefit from bundler optimizations like minification and dead code elimination.
  • Optimizing React performance is an ongoing process that involves memoization, lazy loading, bundle analysis, and deployment of production builds.

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Dev

4h

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88

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How Messengers Actually Encrypt Messages (End-to-End)

  • The article discusses the implementation of end-to-end encryption for message security, using JavaScript and the Web Crypto API.
  • It highlights the importance of private, public, and shared keys in the encryption process, explaining their roles and storage methods.
  • The shared secret key, derived from private and public keys, enables the encryption and decryption of messages.
  • The article delves into asymmetric encryption and ECDH key exchange protocols for establishing shared secret keys securely.
  • Web Crypto API in browsers provides low-level cryptographic primitives for operations like encryption, decryption, hashing, and signature generation.
  • A ChatCrypto class example is presented, detailing the key initialization process, encryption, and decryption steps using AES-GCM algorithm.
  • Generation of unique Initialization Vectors (IV) for encryption and decryption, along with data encoding and decoding, is explained.
  • The article emphasizes the importance of secure key pair generation, public key exchange, and secure message exchange practices for robust encryption.
  • The illustration concludes with practical examples demonstrating text encryption and decryption using the ChatCrypto class.
  • Overall, the article provides insights into creating a secure messaging system through effective use of encryption methods and APIs.

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Dev

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93

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Mastering React Hooks: A Deep Dive into useState and useEffect

  • React Hooks like useState and useEffect have transformed how developers handle state and side effects in functional components.
  • This deep dive into useState and useEffect provides insights for beginners and intermediate developers on best practices and common pitfalls.
  • useState empowers functional components to manage local state, but proper initialization is crucial to avoid errors.
  • Directly mutating state variables is a mistake; always use the setter function provided by useState for updates.
  • Utilize the functional update form to handle state updates that depend on the previous state value correctly.
  • Remember that state updates are asynchronous, so accessing the state immediately after setting it may not reflect the updated value.
  • Group related state into objects when state logic involves multiple fields, and consider useReducer for complex state transitions.
  • useEffect manages side effects in React components, with the dependency array controlling when the effect runs.
  • Ensure cleanup for side effects to avoid memory leaks, and include all reactive values in the useEffect dependency array to prevent stale data issues.
  • Mastering useState and useEffect involves understanding immutability, dependency management, and cleanup for predictable and efficient React applications.

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Dev

5h

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69

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I've tried all (46 😵‍💫) AI Coding Agents & IDEs

  • Various AI coding tools like Factory AI, Heyboss AI, and Emergent Labs offer unique features for developers, ranging from generating complex apps to building production-grade applications.
  • Tools like Wrapifai and Create.xyz cater to different needs, enabling users to create form-based apps and clone products with ease.
  • CodeMate excels in generating mobile apps directly from a mobile device, while Cursor is favored for its assistance and code-building capabilities for coders.
  • Bolt, Lovable, and Windsurf are among the notable AI tools that offer a range of features for different user preferences, from no-coders to lazy coders.
  • GitHub Copilot and Replit AI are recognized for their advanced AI capabilities in code generation and full-stack app development.
  • Webdraw stands out for its user-friendly interface that transforms sketches into web apps, while Devin acts as a junior developer within a team.
  • Various tools like Caffeine AI, Aider, and Pear AI offer unique features such as cool terminal UI, generating code from prompts, and acting as pair programmers.
  • Amazon CodeWhisperer aids in unit test generation, JetBrains focuses on AI code generation, and ChatGPT Code Interpreter targets no-coders learning to code.
  • Overall, the AI coding landscape offers a diverse range of tools catering to different user needs, from beginners to experienced developers, with each tool showcasing distinctive capabilities.
  • Among the author's own startups are Unicorn Platform, ListingBott, SEO Bot AI, TinyAdz, catering to website building, directory listing, SEO blog generation, and B2B ad networks, respectively.

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