AntV Infographic: The AI-Powered Declarative Framework That Turns Text into Stunning Visuals
7 days ago 高效码农AntV Infographic: The Infographic Generation & Rendering Framework That Brings Words to Life Abstract AntV Infographic is AntV’s next-generation declarative infographic visualization engine. With its carefully designed syntax, it enables fast and flexible rendering of high-quality infographics, supporting AI generation, over 200 built-in templates, theme customization, and SVG output—making information presentation more efficient than ever. I. Introducing AntV Infographic: What Is This “Word-to-Life” Tool? Have you ever struggled to turn chunks of text into intuitive, visually appealing infographics? Or felt overwhelmed by complex configurations when trying to generate infographics with code? If so, AntV Infographic might be the solution you’ve …
Cloudflare Architecture Mastery: The Real-World Guide to Optimizing WordPress & Handling China Traffic
1 months ago 高效码农Cloudflare Architecture Guide for Real-World Deployment: How to Optimize Caching, Bypass China Traffic, and Improve WordPress Performance Cloudflare is no longer just a CDN — it has evolved into a global traffic control and security platform. Over dozens of previous questions, you explored topics including: How to bypass Cloudflare in China How to allow specific regions such as Hebei or Shijiazhuang How to cache WordPress categories/tags but skip dynamic pages How to configure Cloudflare for SaaS How to secure XMLRPC, APIs, and Bot Fight Mode How to optimize cache rules, geo-routing, WAF, and more This article consolidates everything into a …
Gemini 3 UI Design: The Complete Guide to Control, Consistency & Premium Quality
1 months ago 高效码农Snippet (50–80 words) To produce high-quality UI with Gemini 3, focus on control rather than AI improvisation. Use screenshots to define structure, negative instructions to restrict changes, iterative refinement for style, segmented generation for consistency, and explicit library names to ensure predictable output. Spend the most time on the Hero section because it sets the tone and determines the speed and accuracy of all subsequent iterations. How to Make Gemini 3 Produce UI That Truly Feels Premium When you ask Gemini 3 to generate UI, one pattern becomes obvious: the first output is always the “safe” option — clean, generic, …
StyleX Deep Dive: How Meta’s Atomic CSS Framework Powers Billions of Users
1 months ago 高效码农StyleX in Depth: How Meta’s Compile-Time CSS Framework Scales to Billions of Users “ What makes StyleX different from every other CSS-in-JS solution? It keeps the developer ergonomics of writing styles in JavaScript, but erases the runtime cost by turning every declaration into an atomic, collision-free class at build time. ” One-paragraph executive summary StyleX is Meta’s open-source styling system that statically compiles component-level style objects into atomic CSS classes. The result is near-zero runtime overhead, 80 % smaller stylesheets, and deterministic style merging across Facebook, Instagram, WhatsApp, Messenger and Threads. This article walks through the problem space, design decisions, …
Critical React Server Components Vulnerability: Immediate RCE Patch Guide
1 months ago 高效码农🚨 Urgent Security Alert: Critical Vulnerability Discovered in React Server Components (RSC) – Immediate RCE Risk and Patching Guide 🌟 Core Question Addressed: What is the severe security vulnerability found in React Server Components? How does it impact my application, and what immediate steps should I take to fix it and secure my app? The React team has issued an urgent security advisory detailing an unauthenticated Remote Code Execution (RCE) vulnerability in React Server Components (RSC). This flaw, reported by Lachlan Davidson, has been assigned the CVE identifier CVE-2025-55182 and is rated with a critical CVSS score of 10.0. All …
Jaison: The Fault-Tolerant JSON Parser for LLM Outputs and Chinese Users
1 months ago 高效码农Jaison: The Fault-Tolerant JSON Parser Built for the LLM Era If you’ve ever asked ChatGPT, Claude, Gemini, Qwen, ERNIE, or any large language model to “return JSON,” you already know the pain: the output looks perfect to human eyes but explodes the moment you feed it to JSON.parse. A missing bracket, a trailing comma, Chinese full-width punctuation, single quotes, // comments, “`json Jaison is a zero-dependency, pure JavaScript JSON parser designed from the ground up to fix exactly these problems in a single pass. It silently repairs dozens of structural mistakes that LLMs love to make and hands you back …
PHP 8.5 Revolution: Mastering Pipe Operator, Clone Enhancements & Modern Practices
1 months ago 高效码农PHP 8.5 New Features: Comprehensive Guide to Pipe Operator, Clone Enhancements, and Modern Development Practices Core Question: What revolutionary changes does PHP 8.5 bring, and how can they enhance your development workflow? PHP 8.5 was officially released on November 20, 2025, introducing several highly anticipated new features including the pipe operator, enhanced cloning syntax, and a new URI parser. These improvements not only make code more concise and elegant but also significantly enhance the developer experience. This comprehensive guide will delve into PHP 8.5’s core new features, demonstrate their value through practical applications, and share insights from an experienced developer’s …
Google ADK Go Released: The Complete Guide to Building Powerful AI Agents in Go
2 months ago 高效码农In AI application development, have you ever been forced to introduce additional language stacks to embed intelligent agents into your Go services? There’s now an elegant solution to this problem. ADK-512-color_banner What is the Agent Development Kit? In today’s rapidly evolving artificial intelligence landscape, building AI agents that can understand and execute complex tasks has become a core requirement for many businesses. However, developing such systems often presents numerous challenges: difficult debugging, complex version control, deployment limitations, and more. Google’s Agent Development Kit (ADK) is an open-source toolkit born to address these very problems. ADK adopts a code-first development model, …
Turn News Links into Magazine-Style Briefs in 30 Seconds: Zero-Framework AI Workflow
2 months ago 高效码农Turn Any News Link into a Magazine-Style Brief in 30s A zero-framework frontend + single cloud-function recipe for weary office workers Copy URL → wait 30s → get a 1080×2400 financial poster that still links back to the original article. If you’re tired of the “screenshot + yellow-marker” workflow, read on and uninstall Photoshop forever. TL;DR (What You’ll Be Able to Do) Run everything in the browser—drop one index.html onto any CDN, no React/Vue/NPM installs. Maintain one cloud function that orchestrates scraping, LLM summarising and image generation; secrets stay in env-vars. Let the AI output [R]…[/R] tags; a single replace() …
Build an AI Travel Agent in 30 Minutes: Weather, Budget, Itineraries with Streamlit & LangChain
2 months ago 高效码农Last week, I helped a friend plan a trip to Thailand—and between comparing Bangkok hotel prices, checking real-time weather, converting USD to THB, I had 6 browser tabs open. By the end, I still miscalculated the total budget. If you’ve ever felt like “trip planning is more tiring than working,” you’re not alone. But here’s the game-changer: with Streamlit and LangChain, you can build an AI travel agent that takes 3 seconds to generate a complete plan (weather, hotels, itineraries, even travel videos) when you type something like “5-day Thailand trip, $800 budget.” This isn’t just a dry API tutorial—it’s …
Build a Free AI Stock Dashboard in 30 Minutes: Next.js 15 & Open Source
3 months ago 高效码农From Wall Street to Browser Tab: Build a Free, AI-Powered Stock Dashboard with Next.js 15 in 30 Minutes “If knowledge is doomed to live behind paywalls, let’s tear the wall down with open source.” — Open Dev Society 01｜A Tale of 2 A.M. Anxiety It’s 2 A.M. Leo, a front-end engineer, is doom-scrolling his phone. The bonus he just threw into U.S. tech stocks is now a lush shade of red. “I just need a single page where I can see my tickers, live prices and an AI-written briefing—without paying $99 a month.” Leo isn’t a hedge-fund quant. He …
Master Chrome DevTools MCP Qoder Integration: Zero to Hero Debugging Guide
3 months ago 高效码农Conquer Browser Debugging with Qoder and Chrome DevTools MCP: A Hands-On Starter Guide from Zero to Hero Picture this: You’re deep in the trenches of coding, your React app finally fires up on localhost:3000, looking slick as ever. But deploy it to production, and bam—laggy pages, mysterious API failures, and a console flooded with red JavaScript errors that hit like a freight train. You flip open Chrome DevTools, tab-hopping between Network, Console, and Performance, desperately piecing together clues. It’s exhausting, right? What if you could skip the browser-IDE ping-pong and debug right from your code editor, like chatting with an …
Fix chrome-devtools-mcp Timeout Issues on Windows: Ultimate Guide
3 months ago 高效码农Fixing MCP Client Timeout When Using chrome-devtools-mcp on Windows When integrating Model Context Protocol (MCP) with Chrome DevTools, many developers encounter a frustrating issue: MCP client for `chrome-devtools` failed to start: request timed out This blog post explains the root causes, step-by-step troubleshooting, and the final working solution on Windows. If you’re struggling with no listening ports or Chrome executable path mismatches, this guide will save you hours of debugging. 🔍 Background: Why Does MCP Timeout Happen? The MCP (Model Context Protocol) client allows AI models and developer tools to connect to Chrome DevTools for debugging, inspection, and data extraction. …
Chef: The AI App Builder That Actually Understands Backend
3 months ago 高效码农“ In one sentence: describe what you want in plain English, and Chef hands you a running web app—complete with database, login, file uploads, real-time UI and background jobs—ready to share with the world. 1. Six Quick Questions Everyone Asks Question Straight-to-the-point answer What is Chef? An open-source, AI-powered scaffold that sits on top of Convex’s reactive database and spits out full-stack code. I only know a little front-end—can I use it? Yes. Database, auth, storage and cron jobs are baked in; zero manual wiring. Is the generated code readable? Very. Folders like app/, convex/, chef-agent/ look like a normal …
Chrome DevTools MCP: Revolutionizing AI Coding Assistant Integration with Real-Time Browser Debugging
3 months ago 高效码农Introduction: Solving the “Blind Coding” Problem for AI Assistants The evolution of AI coding assistants has reached a critical juncture. While these intelligent systems can generate sophisticated code with remarkable accuracy, they’ve historically operated in a vacuum—unable to see how their creations actually perform in real browser environments. This “blind coding” problem has been a significant limitation, until now. The Chrome DevTools team has introduced a groundbreaking solution: Chrome DevTools MCP (Model Context Protocol). This innovative service enables AI coding agents to directly control and debug Chrome browsers, transforming how AI systems interact with web environments. By integrating Chrome DevTools …
Why Surf is Revolutionizing HTTP Client Development in Golang
3 months ago 高效码农Surf: The Modern HTTP Client for Go That Makes Web Interactions Simple and Powerful Introduction: Why Surf Stands Out in the Go Ecosystem When building modern applications in Go, developers frequently need to interact with web services, APIs, and external resources. While Go’s standard library provides a solid HTTP client, many real-world scenarios demand more advanced capabilities. This is where Surf emerges as a game-changer—a comprehensive HTTP client library that combines power, flexibility, and ease of use. Surf addresses the gap between basic HTTP functionality and the complex requirements of contemporary web interactions. Whether you’re working on web scraping, API …
Mediabunny: The 5kB Browser Media Toolkit Revolutionizing MP4/WebM Conversion
4 months ago 高效码农Meet Mediabunny – the zero-dependency, browser-native media toolkit that can read, write and convert MP4/WebM/MP3 with micro-second accuracy and hardware speed. Yes, it really runs 100 % in the browser (or Node.js), ships as TypeScript only, and compresses down to ≈ 5 kB when tree-shaken. Below you’ll find a complete walk-through of what it can do, how it does it, and where the traps hide – all strictly based on the library’s own README. What exact pain-points does this article solve? Can I parse a 4 GB phone clip in the browser without crashing the tab? Is there a way …
Mago PHP Toolchain: How Rust-Based Speed Revolutionizes Code Quality
4 months ago 高效码农Mago: The Blazing-Fast PHP Toolchain Built in Rust For PHP developers seeking to improve code quality without sacrificing performance, Mago offers a comprehensive solution that combines linting, formatting, and static analysis in a single, extremely fast tool. This article explores how Mago addresses the common pain points of PHP development through its Rust-based architecture and unified approach to code quality. What Problem Does Mago Solve? PHP developers have long struggled with slow tooling that interrupts development workflow. Mago directly addresses this by providing an extremely fast linter, formatter, and static analyzer that operates at speeds previously unseen in the PHP …
How to Master Nginx Rate Limiting for Controlling External Crawlers
4 months ago 高效码农How to reliably control external crawlers and reduce crawl load — practical guide with nginx rate-limiting Direct answer: Use robots.txt for cooperative guidance, but rely on server-side controls (nginx) for immediate, reliable protection. This article explains why robots.txt sometimes doesn’t work, how to diagnose the problem, and how to implement a safe, production-ready nginx-based, per-user-agent rate limiting strategy that preserves access while protecting your servers. What this article answers Central question: How can I control aggressive crawlers (for example AhrefsBot) when robots.txt changes don’t reduce crawl traffic, and what practical nginx configuration will reliably slow them down without disrupting normal …
Regolith Regex Library: The ReDoS-Proof Solution for Server-Side JavaScript & TypeScript Security
4 months ago 高效码农Regolith: A Server-Side Regex Library Immune to ReDoS Attacks Have you ever worried that the regular expressions you write might become security vulnerabilities in your services? Have you heard of “Regular Expression Denial of Service (ReDoS) attacks” but weren’t sure what they entailed? Today, we’ll explore an open-source tool that fundamentally addresses this issue—Regolith. What Are ReDoS Attacks? Regular Expression Denial of Service (ReDoS) attacks are a special type of denial of service attack that exploits design flaws in certain regex engines when processing specific patterns. When maliciously crafted inputs meet vulnerable regex patterns, they can cause the engine to …