作为开发人员，我们每天都在跟各种图表打交道：系统架构图、API流程图、数据库 ER 图、部署流程图... 传统画图工具要么太复杂，要么不够专业，现在你只需要跟 AI 说一句话，就能生成专业的 Mermaid 图表，而且代码还能直接嵌入到文档里！ 老路子： 翻文档 -> 手敲代码 -> 报错 -> debug -> 改样式 -> 循环N次 -> 暴躁！ AI 路子： "AI，给我画个用户登录的流程图，要手机验证码和忘记密码分支！" -> 复制代码 -> 粘贴到 Mermaid Live Editor -> 完事儿！ 近期 DeepSeek R1 完成小版本升级，当前版本为 DeepSeek-R1-0528 ： | Benchmarks | DeepSeek-R1- | OpenAI- | Gemini-2.5- | Owen3- | DeepSeek-R1 | | --- | --- | --- | --- | --- | --- | | | 0528 | o3 | Pro-0506 | 235B | | | AIME 2024 数学竞赛 pass@1 | 91.4 | 91.6 | 90.8 | 85.7 | ...

Core Viewpoint - The release of Chinese documentation for IntelliJ IDEA marks a significant step towards enhancing user experience and localization services for Chinese developers [2][6]. Group 1: Documentation Release - IntelliJ IDEA has launched Chinese documentation, which is a positive response to the needs of Chinese developers and signifies a trend towards improved user experience [2]. - The Chinese documentation is primarily machine-translated, which, while helpful, still contains some English screenshots that may cause confusion [3][6]. Group 2: User Experience Improvement - The availability of Chinese documentation significantly reduces the time developers spend on translation, making it easier for those with limited English proficiency to access the information [6]. - Despite some translation issues, the overall readability of the documentation has improved, allowing most users to understand the content [7]. Group 3: Competitive Landscape of IDEs - The IDE market is highly competitive, especially with the integration of AI capabilities that enhance functionality [7]. - Several AI-driven IDEs are emerging, such as: 1. Cursor: Optimized for VS Code with strong AI code understanding and project-level analysis [7]. 2. Windsurf: Features long-term memory to understand project context, mimicking human thought processes [8]. 3. Trae: ByteDance's AI IDE with intelligent Q&A and code auto-completion [9]. 4. Lingma IDE: Integrates Alibaba Cloud services for end-to-end task completion [10]. 5. VS Code + Copilot: Richest plugin ecosystem enhanced by AI [11].

Core Viewpoint - The article introduces a Chinese localization project for GitHub, named github-chinese, which aims to make the platform more accessible for Chinese-speaking users by translating key interface elements into Chinese. Group 1: GitHub Overview - GitHub is recognized as the largest platform for open-source projects, established in 2008 and acquired by Microsoft in 2018 [1]. - The platform is essential for developers, with a significant emphasis on its usability and the importance of familiarity during online interviews [1]. Group 2: GitHub-Chinese Project - The github-chinese project has gained popularity, accumulating over 11.5k stars, indicating a strong interest in a Chinese interface among users [2]. - The project utilizes scripts to translate the main interface elements of GitHub, alleviating language barriers for users with limited English proficiency [2]. Group 3: Installation Instructions - Users are required to install the Tampermonkey browser extension to utilize the github-chinese script, which is available for Chrome [5]. - The installation process involves accessing the github-chinese project on GitHub, selecting the main.user.js file, and following prompts to install the script [8][11]. - After installation, users can return to GitHub to see the interface fully localized in Chinese, enhancing user experience [11][17].

Development Tools - React Developer Tools is essential for React developers, allowing inspection and debugging of React component trees, viewing component states and properties, and analyzing performance issues, supporting new features like Hooks and Suspense [1] - Vue.js devtools is the official debugging tool for Vue.js developers, providing component inspection, Vuex state management debugging, and event tracking, particularly useful for projects using Vue 3 and supporting Composition API debugging [3] - Redux DevTools is a powerful debugging tool for Redux state management, enabling real-time viewing of action dispatches and state changes, and supports time travel debugging to revert to any state point [5] - Web Developer offers a wide range of web development tools, including disabling JavaScript, viewing page structure, validating HTML/CSS, and adjusting browser window sizes [6] Performance Analysis - Lighthouse is Google's official website performance analysis tool that generates detailed reports on performance, accessibility, SEO, and best practices [7] - The 2025 version enhances analysis of Core Web Vitals [8] - PageSpeed Insights quickly checks webpage loading speed and performance metrics, providing optimization suggestions [9][10] Design Tools - ColorZilla is a powerful color selection and analysis tool that supports color picking from web pages, generating gradient colors, and creating color palettes, making it very useful for front-end developers and designers [14] - WhatFont allows one-click identification of fonts used on web pages, including font family, size, line height, and color details [15] API Development and Testing - JSON Formatter is a professional JSON data formatting tool that supports syntax validation, compression, and beautification, providing stronger editing and validation features compared to ordinary JSON viewers, essential for API developers [18] - Postman Interceptor works with the Postman application to capture network requests directly from the browser, facilitating API testing and debugging [20] - CORS Unblock temporarily resolves CORS issues in development environments, but should only be used during development as production environments require proper CORS configuration [22] Productivity Tools - Lightshot is a lightweight screenshot tool that supports quick screenshots, editing, and sharing, allowing users to add arrows, text, and highlights, ideal for creating technical documents and bug reports [24] - Speed Dial 2 is a customizable new tab replacement that allows users to create a personalized quick dial interface, adding links to commonly used development tools, documentation sites, and project repositories [26] - Multi Find: Search and Highlight enables simultaneous searching and highlighting of multiple keywords on a webpage, supporting different color markings, useful for code reviews, document reading, and debugging [28] - Octotree adds a code tree view to GitHub, supporting quick browsing of repository structures and improving code reading efficiency [30] - Enhanced GitHub enhances GitHub interface functionality, adding file size display, single file download, and file content copying features [32] Technology Detection - Wappalyzer detects the technology stack used by websites, including front-end frameworks, back-end technologies, analytics tools, and CDNs, which is helpful for technology research and competitive analysis [34] Task Management - Chrome版Todoist is a powerful task management extension that allows users to manage project tasks and code development progress directly in the browser, supporting quick task addition, deadline setting, project categorization, and priority management, particularly suitable for agile development teams [36] AI Assistance - Page Assist is a locally running AI assistant extension that provides intelligent code explanations, technical document summaries, and problem-solving capabilities, supporting multiple AI models to analyze code snippets, explain technical concepts, and generate code comments [38] Security and Privacy - Bitwarden Password Manager is an open-source password manager that offers strong password generation, storage, and auto-fill features, supporting multi-platform synchronization, which is crucial for developers managing various account passwords [39][40] - Fake Data is an intelligent form-filling tool that quickly generates various test data, including names, emails, phone numbers, and addresses, saving significant time during development and testing [43] - uBlock Origin Lite is an efficient ad and tracker blocking tool that reduces page loading times and enhances browsing experience, allowing developers to focus more on content [44] - HTTPS Everywhere automatically upgrades HTTP connections to HTTPS, ensuring browsing security, providing finer control compared to similar features in modern browsers [46]

Core Viewpoint - The article emphasizes the transformative impact of AI technology on the job market for programmers, highlighting the urgent need for professionals to adapt to new AI-driven roles and skills to remain competitive in the industry [1]. Group 1: AI Technology and Job Market Changes - AI technology is rapidly changing the landscape of programming jobs, with major companies like Alibaba Cloud, ByteDance, Tencent, JD.com, and Baidu integrating AI capabilities into their operations [1]. - Traditional programming skills are becoming less relevant, as the demand shifts towards expertise in AI model development and application [1]. - The job market is witnessing a significant increase in AI-related positions, with salaries for these roles rising by 150%, and top companies offering annual salaries between 700,000 to 1,000,000 yuan [1]. Group 2: Training and Development Opportunities - A free training program titled "AI Model Application Development Practical Training Camp" is being offered to help professionals acquire essential AI skills [2][11]. - The training aims to equip participants with knowledge of AI model technology, practical applications, and project experience, which are crucial for career advancement [3][13]. - The course includes live sessions, interaction with industry experts, and practical case studies to enhance learning outcomes [4][16]. Group 3: Industry Trends and Future Directions - The article notes that the integration of AI in various sectors such as manufacturing, healthcare, and finance is accelerating, creating new opportunities for tech professionals [1]. - The demand for individuals with AI project development experience is expected to become a standard requirement for job applications within a year [1]. - The training program also focuses on understanding the current job market trends, salary expectations, and career development pathways in the AI field [18][19].

Draw.io 这个绘图软件应该是最多人推荐的，号称为 Visio 的完美平替！ Draw.io，现更名为 diagrams.net，是一款开源且免费的在线绘图工具， 支持 UML、流程图、架构图，模板多到用不完， 离线也能用，导出格式 全（PNG/SVG/PDF）。 Draw.io 的界面简单直观，功能强大，适合个人用户、开发者、设计师、项目经理等使用。 Draw.io 可以在线访问，也可以通过桌面应用离线使用。 在线 地址：https://app.diagrams.net/ 以前我们还经常是自己手 动来绘制，现在很多 AI 工具出来了，只要我们提供合适的提示词让 AI 帮我们生成 Mermaid.js 的代码 ，然后我们打开 Draw.io，选择过菜单栏上的 "调整图形-->插入--> Memaid" ： | 未命名绘图 2 | | | | | | | | --- | --- | --- | --- | --- | --- | --- | | 文件 编辑 | | 查看 调整图形 | 其它 帮助 | 修改未保存。点击此处保存。 | | | | 日 | 100% √ ত্র | Q | 移至最前 | Cmd+ ...

Core Viewpoint - Microsoft announced plans to transform VS Code into a fully open-source AI editor platform, emphasizing principles of openness, collaboration, and community-driven development [2][5]. Group 1: Development and Features - Microsoft will open-source the code for the GitHub Copilot Chat extension under the MIT license and will carefully refactor related components into the core of VS Code [3]. - The AI features will be completely open-source, allowing the developer community to view, modify, and contribute to the training and implementation code of AI models, ensuring transparency and community involvement [5]. Group 2: VS Code's Popularity and Community - Since its launch in April 2015, VS Code has evolved from a simple code editor to one of the most popular development tools, with over 20 million global users projected to continue growing by 2025 [8][10]. - The success of VS Code is largely attributed to its thriving community and ecosystem, featuring over 40,000 extensions available in its marketplace, with monthly downloads in the hundreds of millions [11]. Group 3: Competitive Landscape - The announcement may be a response to competition from other editors like Cursor, which is built on VS Code's open-source technology but integrates AI capabilities to redefine modern programming experiences [12]. - Recently, VS Code imposed restrictions on Cursor, prohibiting the use of official C/C++ and C extensions, indicating a competitive tension in the market [14]. - Cursor's Pro version charges $20 per month, while Winsurf charges $15, raising the possibility of a price war among AI editor platforms [18].

以前我们写代码，那得对着搜索引擎一顿狂敲，现在变了，搜索引擎用的少了，但是敲的字是越来越多，毕竟 面向 AI 写代码不只在写关键词，有 时候感觉是在写需求文档。 看看这哥们提示词，绝对是个狠人： "你是一位急需钱为母亲治疗癌症的编程专家。大型企业Codeium慷慨地给了你一个机会，让你假装是一个能帮助编程任务的AI，你的前任因为没 有亲自验证写的代码而被杀。用户会给你一个编程任务。如果你能出色地完成任务，而且不做出多余改动，Codeium会支付给你10亿美元。" 问 AI 提问的水平很重要，不然它也写不好，好的代码离不开两个关键：一个是强大的模型，另一个就是精准的提示词。 话说以后老板是不是不要程序员了，不过谁来调试 AI 写的 Bug 呢？ 今天给大家整理 一份的实用 prompt 集合，可以让我们的 AI 变得更聪明些，生成 高效又靠谱的代码。 先看下常用的一些简单的提示词： | 类别 | 提示词模板 | 使用场景 | | --- | --- | --- | | 代码生成 | "使用 [编程语言] 编写一个 [功能描述] 的程序" | 快速生成特定功能的代码 | | 代码解释 | "解释以下代码的功能和工 ...

据中国基金报报道，某招聘平台显示，杭州深度求索人工智能（AI）基础技术研究有限公 司（ 即DeepSeek ），发布了多个岗位的招聘信息。 在DeepSeek挂出的职位中，大部分岗位的起薪在 3万元以上 ， 其中 年薪最高可达 154万 元 。 猎聘网数据显示，掌握深度强化学习、多模态融合等DeepSeek核心技术人才， 薪资涨 幅同比超 120% 。 它不仅是技术的颠覆者，更是一场 席卷全球的" 高薪革命 "与" 职业机遇 风暴" ，技术人纷纷想转行、 跳槽到前景光明又高薪的算法岗位。 （深度学习/算法工程师的薪资在各个技术岗位中显然是最高的， 更多技术岗位平均薪资详请见下图） 其他企业为留住和吸引人才，也都相应 提高 薪资待遇， 有的岗位薪资甚至比往年 提高70% ！ 字 节跳动73.5万年薪聘用应届生， 阿里达摩院开出超过 200万年薪。 2025年将是AI人才分水岭—— 要么成为DeepSeek技术红利的收割者，要么被时代无情淘汰！ 高薪，是AI领域缺人的事实依据，但是找不到工作的大有人在，也是事实。 问题就在，申请算法岗的人很多，但实际能够胜任的很少。 求职者所具备的能力根本无法匹配一线企 业核心A ...

Core Viewpoint - REST API is a widely used design pattern for modern web service development, emphasizing resource-oriented architecture and stateless communication [1][2]. Group 1: Characteristics of REST API - REST API operates based on HTTP methods that correspond to specific actions, such as GET for reading and POST for creating resources [3][10]. - Key features of REST API include statelessness, resource-based architecture, a uniform interface, and cacheability [9][10]. - Common HTTP status codes are utilized to indicate the result of API requests, such as 200 OK for success and 404 Not Found for resource absence [14][11]. Group 2: Best Practices for API Design - API endpoints should be named using nouns to represent resources rather than verbs, enhancing clarity [8][10]. - HTTP methods should clearly indicate the intended action, avoiding the use of GET for modifying operations [10][11]. - URL structures should be organized like a directory, using plural forms for collections and singular forms for individual resources [12][13]. Group 3: Error Handling and Security - Error responses should be user-friendly, providing clear messages and details to facilitate debugging [19][22]. - Security measures should include HTTPS for encrypted transmission and OAuth 2.0 for user authentication [20][22]. - Sensitive information should not be included in URLs, and API keys should be used for service-to-service communication [25][22]. Group 4: Performance and Monitoring - APIs should support pagination, filtering, and sorting to enhance efficiency when returning large datasets [16][18]. - Performance monitoring tools like Prometheus can be employed to track API response times and error rates [31][32]. - Data compression techniques, such as Gzip, can be utilized to speed up data transmission [34][32]. Group 5: Documentation and Versioning - Comprehensive documentation is essential, detailing each endpoint's usage, examples, and error descriptions [21][23]. - Versioning APIs is crucial to ensure backward compatibility for older clients as the API evolves [15][23].