DEV Community: Vibe Weekly

OmniParser V2: Screen Parsing tool for Pure Vision Based GUI Agent | Vibe Weekly Vol.004

Vibe Weekly — Tue, 22 Apr 2025 11:04:44 +0000

Curating global tech insights weekly to bridge knowledge gaps and empower pioneers in the digital revolution. Subscribe now for strategic updates.

🔥 Cover Story

OmniParser（[ˈɑːmniˌpɑːrsər]） is a screen - parsing tool developed by Microsoft Research. Here is a detailed introduction:

Basic Information

It is a comprehensive method for parsing user - interface screenshots into structured and easy - to - understand elements. It significantly enhances the ability of GPT - 4V to generate actions that can be accurately grounded in the corresponding regions of the interface.

Functions and Features

Parse UI screenshots: It can parse screen screenshots of user interfaces into structured elements, including interactive icons and text.
Identify interactive regions: It uses a specialized detection model to identify and mark interactive regions in the UI, such as buttons and icons.
Extract functional semantics: It extracts the functional semantics of the detected elements through a description model and generates descriptions related to user tasks.
Enhance agent performance: Combined with the parsing results, it improves the performance and accuracy of UI agents based on large - language models when performing tasks.
Cross - platform application: It supports a variety of operating systems and applications, including Windows, macOS, iOS, Android, and a variety of web browsers and desktop applications.
No additional information required: It does not rely on additional information such as HTML or view hierarchies, and independently extracts necessary data from visual screenshots.

Technical Principles

Detection model: It uses the YOLOv8 model to fine - tune on the interactive icon - detection dataset to identify and locate the interactive regions in the UI.
OCR module: It integrates an optical character recognition (OCR) module to extract text on the screen and combines it with the icon - detection results to remove highly overlapping bounding boxes.
Action prediction: It combines structured elements and functional semantics to reduce the burden on large - language models during action prediction and more accurately convert predicted actions into actual actions on the screen.

Application Scenarios

Virtual assistants: It enhances the ability of AI assistants to understand and navigate GUI - based applications, allowing them to provide more helpful and contextual support.
Automation and workflow tools: It leverages the structured representation of UI elements to automate repetitive tasks and streamline human - computer interactions.
UI testing and quality assurance: It automatically validates the functionality and usability of GUI - based software, reducing the burden on human testers.
Accessibility and inclusive design: It improves the accessibility of applications by identifying and describing interactive components for users with visual or motor impairments.

📤 Share

Curated Dev Tools & Open-Source Gems

1、A2A - Agentic Communication Protocol

The A2A (Agent - to - Agent) protocol is an open - standard protocol led by Google. It aims to address the interoperability issue among different AI agents, enabling them to collaborate across platforms and frameworks. Here is a detailed feature introduction:

Capability Discovery: AI agents can present their capabilities through standardized "agent cards", which include metadata about the agent's skills, endpoint URLs, and authentication requirements. This makes it easier for other agents to find the right partner for any task.
Task Management: The protocol defines the complete lifecycle of a "task" object, supporting both short-term and long-term tasks, and can synchronize progress and status updates in real time. It ensures that agents interact efficiently, securely, and with a clear purpose.
Multimodal Communication: It supports various forms such as text, audio, and video streams, and determines the content format through a user - experience negotiation mechanism to provide a seamless experience for users.
Security and Scalability: Built on existing standards such as HTTP, SSE, and JSON - RPC, it integrates enterprise-level authentication and authorization mechanisms to ensure data security.

2、Shadcn Templates - A free directory of shadcn/ui templates & components.

A collection of Shadcn UI templates, components, and ui-kits. Browse through hundreds of high-quality, ready-to-use resources including templates, components, blocks, boilerplates, and complete themes.

3、ReAct: Synergizing Reasoning and Acting in Language Models - Agent App Architecture

4、Adblock for YouTube™ - block all ads on YouTube

Adblock for YouTube™ is a content filtering and ad blocking browser extension that blocks all ads on YouTube™.

5、GitHub Daily Trend - This podcast features popular GitHub repositories in an audio format, presented in a radio style.

GitHub Daily Trend is a YouTube channel that focuses on providing content related to the daily trends and updates in the world of GitHub.

The channel likely covers a variety of topics. It may include discussions about the most popular repositories on GitHub each day, highlighting new and interesting open - source projects that are gaining traction. It might also analyze the trends in programming languages, development frameworks, and tools that are being widely used or newly emerging in the GitHub community. Additionally, it could offer insights into the activities and contributions of different developers and organizations on GitHub, as well as any significant events or announcements within the GitHub ecosystem.

6、Mr.Will - The author of hexo-theme-cupertino

Mr.Will is a high school student who is interested in javascript and programming. His hexo blog theme is hexo-theme-cupertino. I love it.

others

hexo-theme-async：A simple & lightweight theme for Hexo.
browser-tools-mcp：About Monitor browser logs directly from Cursor and other MCP compatible IDEs.
codedex.io: Star Your Coding Adventures

🚀 AI Trends (Apr 13-19, 2025)

🧠 Big Models and Algorithmic Revolution

OpenAI's Full-Stack AI Engineer: Developing Agentic Software Engineer (A-SWE) for end-to-end software development automation, set for beta release in Q3 2025. - Google's Ecosystem Leap: Launched 7th-gen TPU "Ironwood" with 3,600x inference speedup over 1st-gen, and Agent2Agent (A2A) protocol for multi-agent collaboration. - China's Model Progress: Kimi's open-source vision-language model Kimi-VL outperformed DeepSeek-VL2 and GPT-4o in multimodal tasks. Stanford reports China's AI model gap with U.S. narrowed to 0.3%.

🛠️ Hardware and Robotics Breakthroughs

Tactile Sensing Innovation: Daimon Robotics unveiled DM-Tac W, a visual-tactile sensor with 40,000 sensing units/cm², 400x human hand sensitivity. - Autonomous Driving Milestone: Tesla FSD V13 achieved 100% pass rate in extreme rain scenarios. - Bio-Inspired Robotics: Google DeepMind's DreamerV3 enabled diamond mining in Minecraft without human demonstrations.

💰 Investment, Financing & Strategic Cooperation

OpenAI's Mega Funding: Raised 40Bat300B valuation for AGI development. - Cross-Border Collaboration: Sunrise Investment partnered with Future Securities and Metaverse Digital to boost Chinese enterprises' global capital strategies.
Startup Momentum: SSI secured 2Bat32B valuation, led by Greenoaks.

💻 AI Coding Frontier

Code Generation Paradigm Shift: Tools like GitHub Copilot evolved from code assistants to autonomous agents.
Reinforcement Learning Leap: Google DeepMind's DreamerV3 achieved complex task automation without human priors.
Open-Source Expansion: Zhipu AI released AutoGLM agent for financial and educational problem-solving.

👋 Hello jotai

Jotai takes an atomic approach to global React state management.

Build state by combining atoms and renders are automatically optimized based on atom dependency. This solves the extra re-render issue of React context, eliminates the need for memoization, and provides a similar developer experience to signals while maintaining a declarative programming model.

It scales from a simple useState replacement to an enterprise TypeScript application with complex requirements. Plus there are plenty of utilities and extensions to help you along the way!

Features

Minimal core API (2kb)
Many utilities and extensions
TypeScript oriented
Works with Next.js, Waku, Remix, and React Native

Core

Jotai has a very minimal API, exposing only a few exports from the main jotai bundle. They are split into four categories below.

atom: The atom function is to create an atom config. We call it "atom config" as it's just a definition and it doesn't yet hold a value. We may also call it just "atom" if the context is clear.
useAtom: The useAtom hook is used to read an atom from the state. The state can be seen as a WeakMap of atom configs and atom values.
Store
- createStore: This function is to create a new empty store. The store can be used to pass in Provider.
- getDefaultStore: This function returns a default store that is used in provider-less mode.
Provider
- Provider: Provider component is to provide state for a component sub tree. Multiple Providers can be used for multiple subtrees, and they can even be nested. This works just like React Context.
- useStore: This hook returns a store within the component tree.

单词&短语

中国读者，推荐大家使用沉浸式翻译插件，这里也为大家整理了本文涉及的单词和短语，方便大家提高英语阅读能力

leap [liːp]: 突飞；飞跃
TPU（Tensor Processing Unit）: TPU 是谷歌专门为加速机器学习工作负载而设计的定制集成电路（application - specific integrated circuit，ASIC）。
agentic [əˈdʒentɪk]: 智能体的
innovation [ˌɪnəˈveɪʃ(ə)n]: 创新
tactile [ˈtækt(ə)l]: 触觉的
milestone [ˈmaɪlstoʊn]: 里程碑
bio-inspired [ˌbaɪoʊ ɪnˈspaɪərd]: 受生物启发的
minecraft [ˈmaɪnˌkræft]: 我的世界
prior [ˈpraɪər]: 优先的，更重要的；先前的，事先的
atomic [əˈtɑːmɪk]: 原子的
eliminate [ɪˈlɪmɪneɪt]: 消除
signals [ˈsɪɡnəlz]: 在前端开发中，特别是一些现代的 JavaScript 框架如 SolidJS、Vue3 等中，Signals 用于表示可能随时间变化的数据单元，具有自动依赖跟踪、记忆等特性，能够更高效地实现组件状态的管理和更新.

HaaS Revolutionizes Automation | Vibe Weekly Vol.003

Vibe Weekly — Mon, 14 Apr 2025 11:44:20 +0000

Source Post: https://weekly.zisheng.pro/003/

Curating global tech insights weekly to bridge knowledge gaps and empower pioneers in the digital revolution. Subscribe now for strategic updates.

🔥 Cover Story

HaaS (Headless Browser as a Service) redefines browser automation by offering scalable, cloud-based solutions for tasks like web scraping, testing, and AI agent interactions. Unlike traditional browser setups, HaaS eliminates infrastructure maintenance costs and optimizes resource usage through pay-as-you-go models, ensuring cost efficiency for intermittent demands.

Key innovations include:

AI-Native Capabilities: Services like BrowserBase integrate LLMs and VLMs to enable natural language interactions, allowing AI agents to navigate dynamic web elements (e.g., login forms) autonomously. 2. Performance & Flexibility: Compared to DIY setups or general cloud testing platforms, HaaS specializes in headless automation, supporting complex interactions (clicking, scrolling) without GUI overhead.
Scalability: Kubernetes-backed services ensure 24/7 reliability, while APIs streamline integration with existing workflows.

HaaS is pivotal for AI-driven tasks, data extraction, and cross-browser testing, reducing latency and operational burdens. As bots account for 40%+ web traffic, HaaS positions itself as the backbone of tomorrow’s automated web interactions.

📤 Share

1、Second-Me - Train your AI self, Amplify you, Bridge the world

Second-Me is an open-source project on GitHub by Mindverse, is an AI identity model. It can learn user habits to create digital avatars, run locally for privacy protection. Supporting multi-modal interaction and being able to connect to mainstream AI apps, it helps create personalized AI experiences and brings new possibilities to the digital identity field.

2、next-forge - Production-grade Turborepo template for Next.js apps.

Next-Forge, based on Next.js, helps developers build high-performance web applications more easily. It provides convenient development tools and structures, optimizing the development process. It's a great resource for developers aiming to create web projects efficiently and enhance their development experience.

Lightning-fast app template: Start building your app with a shadcn/ui template that's already set up with everything you need — Tailwind, Clerk and more.
Cross-platform API: Create an API microservice for many different apps, with a type-safe database ORM and webhook handlers.
React-based email templates: Create and preview email templates with a React-based email library, then send them with a simple API powered by Resend.
Robust, type-safe website: A twblocks website template with a type-safe blog, bulletproof SEO and legal pages, powered by BaseHub.
Stunning documentation: Simple, beautiful out of the box and easy to maintain documentation. Pages are automatically generated from your markdown files.
Visual database editor: Use Prisma to generate a type-safe client for your database, and Prisma Studio to visualize and edit it.
A frontend workshop: Built-in Storybook instance, allowing you to create reusable components and pages that can be tested and previewed in isolation.

3、RXMiner - Global Cloud Mining Service Company

RXMiner is a leading intelligent cloud mining application designed to provide users with a convenient and efficient digital currency mining experience.

4、PaywallBuster - 👋 Remove Paywalls Instantly

Many websites offer the ability to remove paywalls on news articles. PaywallBuster put them all together in one place for you. So, you can try them out and find which ones work best for the sites you like.

5、Fireship - High-intensity code tutorials and tech news to

Fireship is a shining star in the YouTube programming scene! With an exciting and fast-paced approach, he simplifies complex programming knowledge. His videos are packed with practical code and cutting-edge tech. His unique teaching style makes programming learning engaging, instantly igniting your passion and helping you ride the waves in the tech ocean.

6、银发の妖姬 - 电影、动漫、游戏等 reaction up 主

“银发の妖姬” 是 B 站上的一位 UP 主，在影视区比较活跃，被虎扑论坛上的网友推荐为良心主播。从 17173 新闻中心的信息来看，该 UP 主可能还会发布一些与游戏 COS 相关的内容。

🚀 AI Trends (Apr 7-13, 2025)

AI shifts from "scale obsession" to scenario-driven innovation, with lightweight models, cost-effective hardware, and vertical integration defining 2025's battleground.

1、Big Models & Algorithmic Revolution

Multimodal Reasoning: SenseTime's "Sensenova V6" (600B params) integrates cross-modal reasoning chains, outperforming global benchmarks. OpenAI's o1 model reduces error rates by 40% via stepwise validation.
Open-Source Momentum: Fourier's humanoid N1 opens full design specs, while China-US model performance gap narrows to 0.3%.

2、Hardware & Robotics
Humanoid Scaling: Shenzhen's Astribot S1 achieves human-exceeding dexterity, targeting 12K annual output. NVIDIA Blackwell chips boost inference speed 11x.
General AI Platforms: Beijing's Huisi Kaiwu enables autonomous industrial decision-making with 40% energy efficiency gains.

3、Investment & Strategy
Enterprise AI Dominates: 70% of Forbes AI 50 focus on Agent workflows. Global private AI investment hits 252.3B,with China's multi modal market exceeding 50B.
Financial AI Maturity: CICC Qiyuan highlights 20-30% efficiency gains from AI decision systems, while OpenAI secures 40B funding at 300B valuation.

4、AI Coding

From Aid to Leadership: Meta predicts AI handling 90% of mid-level coding by 2025, though architectural design remains human-dependent.
Risks & Efficiency: Stanford reports AI code accuracy jumps to 71.1%, yet security flaws persist in AI-generated code.

👋 Hello Browser-Use

🌐 Browser-use is the easiest way to connect your AI agents with the browser.

1、make sure python>=3.11

uv venv --python 3.11

2、Install browser-use

pip install browser-use

2、Install Playwright

playwright install chromium

3、Spin up your agent:

This demo uses Custom OpenAI service with GPT-4 model, so you need to set your OpenAI API key and Base Url

from langchain_openai import ChatOpenAI
from browser_use import Agent
from browser_use.browser.browser import Browser, BrowserConfig

import asyncio

llm = ChatOpenAI(
    base_url="https://xxx/",
    api_key="xxx",
    model="gpt-4o",
    temperature=0.0,
    timeout=1000,  # Increase for complex tasks
)

browser = Browser(
    config=BrowserConfig(
        # NOTE: you need to close your chrome browser - so that this can open your browser in debug mode
        chrome_instance_path=r"/Applications/Google Chrome.app/Contents/MacOS/Google Chrome",
    )
)


async def main():
    agent = Agent(
        task=f"Compare the price of gpt-4o and DeepSeek-V3",
        llm=llm,
        browser=browser,
        use_vision=False,
    )
    result = await agent.run()
    print(result)


asyncio.run(main())

Trump’s 2025 Reciprocal Tariff Policy | Vibe Weekly Vol.002

Vibe Weekly — Mon, 07 Apr 2025 03:16:22 +0000

Source Post: https://weekly.zisheng.pro/002/

Curating global tech insights weekly to bridge knowledge gaps and empower pioneers in the digital revolution. Subscribe now for strategic updates.

🔥 Cover Story

Trump’s 2025 Reciprocal Tariff Policy

Announced on April 2, 2025 (“Liberation Day”), Trump’s reciprocal tariff policy mandates that the U.S. impose tariffs equivalent to those levied by other nations on American goods. Key features:

Scope: Targets countries like China, the EU, Japan, and others imposing tariffs above 10% on U.S. exports (e.g., steel, aluminum, automobiles, electronics).
Auto Tariffs: Raises import car tariffs to 25% (from 2.5%), affecting German, Japanese, Korean, and Chinese automakers.
Universal Tariff Proposal: A potential 20% flat tariff on all imports to reduce trade deficits.

Objectives: Reduce reliance on foreign goods, revive U.S. manufacturing, and counter perceived “unfair practices” like subsidies or currency manipulation.

Global Impact: Risks escalating trade wars (e.g., EU retaliation on pork/luxury cars, China targeting agriculture), disrupting supply chains, and fueling inflation. Critics argue the policy is less about reciprocity and more a protectionist tool, potentially destabilizing WTO frameworks.

Economic Impact: The S&P 500 index plunged 4.8%, with about $2 trillion in market value evaporated. The Dow Jones and Nasdaq fell 4% and 6% respectively. Asian and European stock markets also declined simultaneously. Japan's Nikkei 225 index fell 2.7% in the morning session, and the UK's FTSE 100 index closed down 1.5%.

This strategy reflects Trump’s broader “America First” agenda, prioritizing economic leverage over multilateral cooperation.

📤 Share

Curated Dev Tools & Open-Source Gems

1、Immersive Translate - Highly Rated Bilingual Translation Website Extension

Are you tired of stumbling over language hurdles while exploring the web? Immersive Translate is your solution! This amazing browser extension offers seamless translations for web pages. It instantly shows you both the original and translated text, making reading international news, academic content, or product reviews a breeze.

It supports multiple translation services and can even handle PDF files. Whether on desktop or mobile, it ensures you stay informed across languages. Don't let language stop you. Try Immersive Translate and open doors to global knowledge today!

2、n8n - Flexible AI workflow automation for technical teams

n8n.io is an open-source workflow automation platform with 400+ integrations, enabling no-code automation via a visual interface. Licensed under Fair-code, it supports self-hosting for data control. Developers can deploy via Docker/npm and leverage AI nodes for smart workflows. With 75K+ GitHub Stars and 5M+ daily downloads, it’s a top choice for tech teams. The platform features:

Workflow Automation
- Drag-and-drop interface for designing complex workflows with triggers like schedules, webhooks, and APIs.
- 400+ pre-built nodes (e.g., CRM, databases, AI tools) for data sync, notifications, and reporting. 2. AI Integration
- LangChain-based AI agent workflows, supporting OpenAI, Hugging Face models for tasks like customer service and analytics.
- AI nodes for data cleaning, algorithmic processing, and automated decision-making.
Flexible Deployment
- Local deployment via Docker/Kubernetes for data control.
- Cloud service options for rapid deployment.
Enterprise Capabilities
- Multi-environment management, Git integration, logging, and OAuth 2.0 security.
- 1,599+ templates for marketing, data processing, and project management.

3、Folo - AI-Powered Information Aggregator

Folo is a revolutionary open-source information aggregation tool designed for the information-overloaded era. It supports subscribing to traditional RSS, social media (Twitter, Xiaohongshu), video platforms (YouTube, Bilibili), and web pages. AI-powered features like smart summaries, real-time translation, and personalized recommendations make it effortless to grasp the essence of content across the web. Users can customize tag rules, manage subscriptions dynamically, and support creators through the $POWER token economy, fostering a virtuous cycle of content creation and consumption.

4、Simple Icons - A Simple, Open-Source Icon Collection

Simple Icons is an open-source icon collection offering 2,400+ SVG vector logos for brands (GitHub), tech stacks (React), and tools (Figma). All icons adhere to strict standardization (24x24 canvas, 2px stroke) for visual consistency. Developers can embed icons via CDN or npm install. Licensed under CC0 (free for commercial use, no attribution required), it's a top-tier icon resource with 5M+ daily downloads. Ideal for dev docs, tech blogs, and OSS projects due to its simplicity, compliance, and one-click integration. Maintained by the community, it exemplifies how open-source solves real-world design needs efficiently.

5、Syntax.fm - Tasty Treats for Web Developers

Syntax.fm is a biweekly podcast hosted by full-stack engineers Wes Bos and Scott Tolinski, focusing on web development technologies. It covers frontend frameworks (like React), toolchain optimization, modern CSS features, and developer productivity. The show delivers expert insights through conversational deep dives, blending practical experience with industry trends for developers at all levels. Beyond technical topics, it explores soft skills like teamwork and project management. Notable for its community advocacy (e.g., campaigning against Oracle's JavaScript trademark claim), Syntax.fm combines professional depth with engaging discussions, making it a global go-to resource for skill development and tech community engagement.

6、前端架构师Hery - 分享前端高阶知识的 UP

Hery 老师是字节的 3-1 大佬，视频中会分享前端高级进阶技术栈，包括但不限于：

前端工程化
性能优化
项目实战
微前端架构

🚀 AI Trends

LLM Breakthroughs & Industry Shifts

🧠 Big Models and Algorithmic Revolution

Meta released the Llama 4 series of open-source models with 2 trillion parameters, supporting tens of millions of long-text processing. The Scout model outperforms GPT-4o in creative writing tasks. OpenAI's GPT-4.5 passed the Turing test, with 73% of humans mistaking it for a real person, sparking ethical debates. DeepSeek proposed the SPCT technique to optimize model logical consistency, significantly improving reasoning performance.

🛠️ Hardware and Robotics Breakthroughs

Kawasaki Heavy Industries launched the hydrogen fuel cell quadruped robot Corleo, with excellent off-road performance and adult riding capacity. China's semiconductor imports decreased by 24%, and the cost of domestic 28-nanometer chips reduced by 40%. Huawei Ascend chips account for 79% of domestic intelligent computing centers. Japan's Rapidus commenced trial production of 2-nanometer AI chips, planning mass production by 2027.

💰 Investment, Financing & Strategic Cooperation

Global AI venture capital transactions decreased by 32% in Q1, but AI accounted for 58% of total funding. OpenAI received one-third of global AI financing. Google allocated 17.1% of its 2024 investment to AI, focusing on healthcare and enterprise services, with 53% going to application-layer investments. Meta plans to invest $1 billion to build AI data centers in the US, accelerating computing expansion.

💻 AI Coding Frontier

Runway released the Gen-4 video generation model, enhancing character consistency. Higgsfield AI launched a movie-grade camera control model, supporting professional lens language generation. Zhima launched the free intelligent agent product "AutoGLM Meditation," with reasoning costs only 1/30 of DeepSeek-R1. Ant Group released a 290-billion-parameter open-source model, driving financial technology applications.

👋 Hello Lynx

A Journey Through the new skill I learned

Create a new Lynx project

Lynx use Rspeedy (a Rspack-based Lynx build tool) to build Lynx projects.

It is recommended to start a new project using create-rspeedy, which sets up everything automatically for you. To create a project, run:

npm create rspeedy@latest

After completing the prompts, create-rspeedy will create a folder with your project name.

Prepare Lynx Explorer

Lynx Explorer is a sandbox for trying out Lynx quickly.

1、Install Xcode

Open up the Mac App Store, search for Xcode, and click Install (or Update if you have it already).

2、Download LynxExplorer

Download LynxExplorer-arm64.app.tar.gz.

Then extract the downloaded archive:

mkdir -p LynxExplorer-arm64.app/
tar -zxf LynxExplorer-arm64.app.tar.gz -C LynxExplorer-arm64.app/

3、Install LynxExplorer on Simulator

Open Xcode, choose Open Developer Tool from the Xcode menu. Click the Simulator to launch a simulator. Drag "LynxExplorer-arm64.app" into it.

Start developing

1、Navigate to the created project:

cd <project-name>

Install the NPM dependencies with package manager:

npm install

To start the development server, run:

npm run dev

You will see a QR code showing up in the terminal, scan with your Lynx Explorer App.

4、Make your first change

Open the src/App.tsx file in your code editor and make a change.

You should see the UI on your Lynx Explorer being updated automatically.

In the Genesis of the Tale | Vibe Weekly Vol.001

Vibe Weekly — Fri, 04 Apr 2025 09:37:12 +0000

Source Post: https://weekly.zisheng.pro/001/

Curating global tech insights weekly to bridge knowledge gaps and empower pioneers in the digital revolution. Subscribe now for strategic updates.

🔥 Cover Story

Vibe Coding, the most rebellious code philosophy of 2025. It was proposed by Andrej Karpathy, a former core member of OpenAI, with the core idea of “letting developers lie completely flat and give their souls to AI”. Imagine: you no longer need to struggle with Python indentation or JavaScript closures, just like a friend and nagging to the AI said: “Add a cyber neon effect to the sidebar, to be that kind of Blade Runner 2049 decadence”, the code will automatically flow out. This is no longer “programming” in the traditional sense, but a “human-computer stream-of-consciousness dialog” - the developer is like a director, and the AI is the director. The developer is like a director, the AI is a full-fledged field worker, and the code becomes a by-product of improvisation.

Vibe Coding is like love - you don't need to fully understand each other, just keep the ambiguous “vibe”. It may have ended the era of the “coder”, but it has given rise to a new species of “digital bard”. As Karpathy puts it, “When code works, it's functional; when it doesn't work, it's performance art.” This revolution is proving that the most elegant code may not even need to be read by humans.

But the opposition fears that programmers are degenerating into “AI tamers” and that code bases are becoming black box art. For instance, Maximilian believes that "vibe coding" is not his future：

📤 Share

Curated Dev Tools & Open-Source Gems

ChoDocs - nice-looking static site

ChoDocs is a static website generator based on vitepress developed by Chocolate1999. It provides an easy-to-use and nice-looking interface that allows users to easily create and manage document websites.

QBIT Capital - Amazing magnetic effect with small ball

The QBIT Capital website has some cool animations, with the magnetic animation being the most notable one.

If you wanna initialize it yourself, you can code with the video：

https://www.bilibili.com/video/BV1w8QnYvEm5

MCP.so - The largest collection of MCP Servers

If you wanna develop AI Agent, this site can't be missed, it contains 4000+ MCP servers, through which you can quickly build various types of AI Agent Application.

tap4.ai - Open Source AI Tools Collection Navigator Site

If you want to build an AI navigation site for free and make passive income from it, check out tap4.ai, which has a face value theme and runs through the monetization model. The Project technical stack are：

Uses NEXT 14 and app routing (React server components).
Supabase serverless database.
Internationalization.
SEO friendly (supports i18n).
Dynamic sitemap.xml (supports i18n).
Tailwind CSS.

valibot - The modular and type safe schema library for validating structural data 🤖

import v from 'valibot';

// Create login schema with email and password
const loginSchema = v.object({
  email: v.string([v.email()]),
  password: v.string([v.minLength(8)]),
});

// Infer output TypeScript type of login schema as
type LoginData = v.InferOutput<typeof LoginSchema>;

// Throws error for email and password
const output1 = v.parse(LoginSchema, { email: '', password: '' });

// Returns data as {email: string, password: string}
const output2 = v.parse(LoginSchema, {
  email: 'jane@example.com',
  password: '12345678',
})

Why valibot？

Tree-Shaking & Bundle Size Optimization
- Small, independent functions allow bundlers (e.g., Webpack, Rollup) to eliminate unused code via static import analysis. - Result: Up to 95% smaller bundle size compared to monolithic libraries (e.g., Zod). 2. Extensibility & Flexibility
- Modular functions enable easy integration with external code.
- Users can selectively import only what they need, avoiding unnecessary dependencies.

🚀 AI Trends

LLM Breakthroughs & Industry Shifts

🧠 Big Models and Algorithmic Revolution

DeepSeek-V3-0324: China's first 685 billion parameter open-source model with mathematical reasoning ability equaling Claude 3.7, and 99.26% accuracy rate of cancer screening in the medical field.
ByteDance LCT technology: AI video can generate multi-camera narrative, solve the visual consistency problem, and improve the efficiency of movie and TV production.
OpenAI GPT-4o Upgrade: Open image generation function supports Ghibli-style illustrations, but triggers copyright controversy.

🛠️ Hardware and Robotics Breakthroughs

NVIDIA Blackwell Ultra: TSMC's 3nm process with 4x higher inference performance and 50% lower power consumption, accelerating the AI computing revolution.
Ant Group Hybrid Chip: AI training cost reduced by 20%, promoting domestic arithmetic substitution and boosting the development of large models.
Tsinghua team N2 robot: the world's first to realize “continuous flip”, reduce mass production cost by 30%, and promote the commercialization of humanoid robots.

💰 Investment, Financing & Strategic Cooperation

Musk's empire reorganization: xAI and X merge at a valuation of $80 billion, aiming at the fusion of AI and social data to build a super AI ecosystem. 2.
Apple's $1B investment in NVIDIA: joint construction of generative AI infrastructure, Vision Pro head to take over Siri business.
Microsoft acquires LexAI: acquires French AI legal platform at a valuation of 1.8 billion euros, expanding enterprise service ecosystem.

💻 AI Coding Frontier

GitHub Copilot X: adds multimodal code generation, supports natural language description to generate complete functions. 2.
DeepSeek-Coder 2.0: open source code big model, beyond GPT-4o programming ability on Python, C++ and other languages.
Rise of AI Code Review Tool: Meta launches CodeLlama-Reviewer, which automatically detects code vulnerabilities with 40% higher accuracy.

👋 Hello Wasp

A Journey Through the new skill I learned

This Week I learned about Wasp, a new open-source web framework for building modern web applications. Wasp is built on top of the Next.js framework, and it provides a new way to build web applications.

It is an opinionated way of building full-stack web applications. It takes care of all three major parts of a web application: client (front-end), server (back-end) and database.

At the core is the Wasp compiler which takes the Wasp config and your Javascript code and outputs the client app, server app and deployment code.

Let's create and run our first Wasp app in 3 short steps:

To install Wasp on Linux / OSX / WSL (Windows), open your terminal and run:

  curl -sSL https://get.wasp.sh/installer.sh | sh

2. Then, create a new app by running:

  wasp new

3. Finally, run the app:

  cd <my-project-name>
  wasp start

That's it 🎉 You have successfully created and served a new full-stack web app at http://localhost:3000 and Wasp is serving both frontend and backend for you.

DEV Community: Vibe Weekly

OmniParser V2: Screen Parsing tool for Pure Vision Based GUI Agent | Vibe Weekly Vol.004

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👋 Hello Browser-Use

Trump’s 2025 Reciprocal Tariff Policy | Vibe Weekly Vol.002

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ChoDocs - nice-looking static site

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