Open Source Tools Every STEM Student Should Know About
开源工具为STEM学生提供了强大的学习和实践资源,涵盖编程、数据分析、可视化等多个领域。
入选理由:Jupyter Notebook支持代码、数学公式和可视化在同一文档中,适合数据科学和物理学习。
产品
也叫:Visual Studio Code
微软开发的开源代码编辑器,支持多种编程语言和插件扩展。
最近变化
2026-06-09 · Jupyter Notebook支持代码、数学公式和可视化在同一文档中,适合数据科学和物理学习。
VS Code 被反复提及时,通常意味着它正在影响产品路线、开发者工作流或 AI 产业判断。这个页面把分散材料合并成一个可持续更新的观察入口。
已收录 18 篇与「VS Code」相关的 AI 资讯和分析。
开源工具为STEM学生提供了强大的学习和实践资源,涵盖编程、数据分析、可视化等多个领域。
入选理由:Jupyter Notebook支持代码、数学公式和可视化在同一文档中,适合数据科学和物理学习。
Claude Code achieved $2.5 billion in revenue within its first year, driven by a focus on developer needs, efficient AI coding assistant experience, and deep IDE integration.
入选理由:Claude Code 首年营收达 25 亿美元,主要来自企业级开发者订阅服务。
Cursor achieved a $20 billion valuation in 3 years, scaling ARR from 0 to $2 billion with almost no marketing spend. Its growth engine combines product design and user habit migration: forking VS Code to reduce friction, using Tab and Composer to eliminate coding friction, and leveraging KOLs like Karpathy to spread 'vibe coding' virally, creating a 'can't go back after one week' retention loop.
入选理由:Cursor 通过 fork VS Code 实现近乎零迁移成本,借势1亿开发者心智,获客效率极高。
Mole CLI v1.39.1 发布,新增对多个浏览器和应用的支持,优化清理速度和安全性。
入选理由:Trash 清理不再受 macOS 警告对话框阻塞。
Weaviate v1.37.1 introduces an MCP server integrated into the database, enabling efficient codebase ingestion and hybrid search for coding assistants like Claude Code, Cursor, or VS Code. This feature addresses context window limitations and improves code query handling.
入选理由:Weaviate v1.37.1 includes an MCP server for seamless integration with coding assistants.
Effective use of agents in VS Code requires combining local, background, and cloud agents, optimizing token spend via Git worktrees and prompt strategies to boost development efficiency.
入选理由:本地代理(如Claude)在VS Code中提供即时上下文交互,但需注意token成本。
GitHub confirmed unauthorized access to internal repositories due to a compromised third-party VS Code extension, but customer data remained unaffected with immediate remediation and ongoing investigation.
入选理由:攻击通过被污染的第三方VS Code扩展(nrwl/nx-console)入侵员工设备,该扩展存在GHSA-c9j4-9m59-847w漏洞
This article tells the story of a product designer's reply: a connected workflow that includes Miro, Figma, VS Code, and AI-powered assistants, all linking together from an idea to a shipped product to learning, all within a 48-hour loop of small bets, measurable results, and documented decisions. Design isn’t dead; it’s just gone upstream. And if you can frame a problem, test it quickly, and keep a clean trail of why, you can rebuild anything.
入选理由:设计不再死气沉沉
Google Cloud introduces Gemini-powered Database Center for enhanced database management.
入选理由:Gemini 提供舰队级智能分析,从被动响应转为主动 AI 分析。
Google Cloud's Data Agent Kit is an open-source toolkit integrating BigQuery and other platforms into IDEs or CLIs via MCP, enabling intent-driven data engineering with pre-built skills to solve context window limits and fragmentation.
入选理由:Data Agent Kit 通过 MCP 工具提供 VS Code、Claude Code 等 IDE 与 BigQuery、AlloyDB 的安全连接。
MCP Apps enable MCP servers to return rich interactive UI components directly within the chat interface, overcoming the limitation of LLMs relying on plain text or ASCII art to provide information in VS Code.
入选理由:MCP 是由 Anthropic 发起的开放协议,旨在标准化应用程序向 LLM 提供工具、提示词和资源等上下文的方式。
使用 VS Code 结合 Git 和 GitHub 可以简化代码管理流程,提高开发效率。
入选理由:通过 VS Code 初始化仓库只需几步操作。
GitHub has confirmed that 3,800 repositories were compromised by a malicious VSCode extension that stole authentication tokens, leading to unauthorized access to repository contents.
入选理由:恶意VSCode扩展'Themis'通过窃取.NET开发者的GitHub令牌导致3800个仓库被入侵
This article compiles 10 technical news items from Hacker News on May 4, 2026, covering controversies around VS Code's AI co-author feature, the release of the AV2 decoder dav2d, Mercedes-Benz's return to physical buttons, and more.
入选理由:VS Code默认插入AI合作者信息引发社区争议,反映AI功能整合需更透明。
Muxy is a lightweight macOS application integrating terminal, file browser, Git operations, and code editing, consuming only 50MB memory to solve the problem of frequent tool switching for developers.
入选理由:Muxy将终端、文件管理、Git操作和代码编辑集成到单个应用,减少窗口切换频率
本文介绍了如何在VS Code中集成DeepSeek V4、GLM-5.1、Kimi K2.6等AI模型,通过Continuedev插件实现代码补全、AI聊天和编辑功能。
入选理由:通过Continuedev插件可以在VS Code中运行DeepSeek V4、GLM-5.1、Kimi K2.6等AI模型。
GitHub advises Git beginners to start with VS Code's visual tools to understand commits and branches before memorizing CLI commands. This guidance comes from their latest GitHub for Beginners tutorial, aiming to lower the entry barrier through GUI-based learning and build intuitive mental models prior to command-line proficiency.
入选理由:GitHub推荐新手先用VS Code可视化Git工具,避免初期记忆十余条命令的认知负担。
GitHub披露一起员工设备被恶意VS Code插件入侵的事件,已隔离设备并移除插件,但未说明数据泄露范围或影响,信息密度低,属事件通报而非技术分析。
入选理由:GitHub披露一起员工设备被恶意VS Code插件入侵的事件,已隔离设备并移除插件,但未说明数据泄露范围或影响,信息密度低,属事件通报而非技术分析
与「VS Code」经常一起出现的 AI 术语。
💡 想追踪「VS Code」的长期趋势?去 实体雷达 · VS Code 查看详细分析和跨材料问答。