最近，开源圈被一场突如其来的"AI 找 Bug 大战"搅得天翻地覆。 一边是坐拥万亿美元资源的 Google Project Zero（PZ）及其 AI 漏洞猎手 Big Sleep；另一边，是由全球 志愿者维系、为无数软件和浏览器提供多媒体支持的开源框架 FFmpeg。 这场冲突的核心，并不是 Bug 本身，而是一个更现实的问题：谁该负责修复这些由 AI 发现的 Bug？ ——当企业用强大的 AI 安全工具扫描开源代码，是否就能理所当然地把修复责任"甩"给无偿维护者 们？ 一切的导火索：Google 的"Bug 报告透明化"新政 要理解这场纷争，要先回到 2025 年 7 月。那时，Google Project Zero 宣布试行一项名为 "Reporting Transparency"（报告透明化） 的新政策。 按照这一政策，Google 在发现 Bug 后一周内，就会公开说明"发现了哪个项目的问题"，并明确披露时 间点和修复期限——即使 Bug 尚未修复。不过，厂商（或项目）仍有标准的 90 天修复窗口。 Project Zero 负责人 Tim Willis 当时写道："我们在原有流程的最前面，增加了 ...

Core Points - The article discusses the architecture and technology choices for social applications, emphasizing the importance of selecting the right frameworks and services for development [5][8][9]. Group 1: Frontend Development - The frontend of a social app consists of mobile (iOS/Android) and web applications, utilizing frameworks like React.js, Vue.js, and Angular for single-page applications [3][5]. - Mobile app development can be native (using Swift for iOS and Kotlin for Android) or cross-platform (using React Native, Flutter, uni-app, or Taro), each with its own advantages and disadvantages [6][8]. Group 2: Backend Development - The backend handles business logic, data storage, user authentication, and API interfaces, with popular frameworks including Spring Boot for Java, Django for Python, and Express.js for Node.js [9]. - Java is noted for its high performance and stability, making it suitable for large-scale applications, while Python offers rapid development capabilities for smaller projects [9]. Group 3: Database and Storage Solutions - Relational databases like MySQL and PostgreSQL are commonly used for structured data, while NoSQL databases like MongoDB and Redis are preferred for unstructured data and high-speed access [9]. - Object storage services from providers like Alibaba Cloud and Tencent Cloud are essential for managing user-generated content such as images and videos [9]. Group 4: Cloud Services and Compliance - For the Chinese market, compliance with local regulations, including ICP filing and app registration, is crucial, along with the selection of domestic cloud service providers like Alibaba Cloud and Tencent Cloud [8]. - The article highlights the importance of integrating third-party SDKs for functionalities like instant messaging and content moderation, with a focus on local providers [8][9]. Group 5: Development Tools and Technologies - The use of message queues (e.g., Kafka, RabbitMQ) and search engines (e.g., Elasticsearch) is recommended for system decoupling and enhancing user experience through personalized content [9]. - Containerization technologies like Docker and Kubernetes are suggested for efficient application deployment and management [9].

往期趣图 （点击下方图片可跳转阅读） > 如果 FFmpeg 突然消失，我们就麻烦大了。 是啊，Por*Hub 、油管、网飞、INS、Tiktok 全都歇菜 网友： FFmp eg 过时了， 有没有好的 替代品 ？ FFmpeg：没有 （简单 + 霸气 ） 11 号晚些时候，FFmpeg 官推还转发了另外一条趣图推文： ...