作者：ErpanOmer https://juejin.cn/post/7568418604812632073 写这篇文章的时候，我刚通宵处理完一个P0级（最高级别）的线上事故，天刚亮，烟灰缸是满的 。 事故的原因，说出来你可能不信，不是什么服务器宕机，也不是什么黑客攻击，就 因为我们 pac kage.json 里的一个依赖项，少写了一个小小的 ^ （脱字符号） 。 这个小小的失误，导致我们给客户A的数据计算模块，在一次平平无奇的依赖更新后， 全线崩溃 。而我们，直到客户的业务方打电话来投诉，才发现问题。 等我们回滚、修复、安抚客户，已经是7个小时后。按照合同的SLA（服务等级协议），我们公司 需要为这次长时间的服务中断，赔付客户 十万块 。 老板在事故复盘会上，倒没说什么重话，只是默默地把合同复印件放在了桌上。 满脸写着无奈.gif 今天，我不想抱怨什么，只想把这个价值 十万块 的教训，原原本本地分享出来，希望能给所有前 端、乃至所有工程师，敲响一个警钟。 我们组里负责这个项目的同学，看到了通知，也很负责任。他想： core 库升级了，我也得跟着 升。 事故是怎么发生的？ 我们先来复盘一下事故的现场。 我 ...

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Core Insights - The future of programming in the next five years is heavily focused on AI large models, which are reshaping traditional CRUD development models [1] - Over 60% of companies are investing in AI products, making "large model application development engineers" highly sought after and extremely scarce [1] - Understanding AI technologies such as Fine-tuning, Agent, and RAG is essential for developers to successfully implement AI applications in various business scenarios [1] Salary and Job Market - Currently, 78% of large model application development positions offer annual salaries between 600,000 to 1,000,000 yuan, with interns earning up to 4,000 yuan per day, significantly above the market average [2] - Major companies like Huawei, Meituan, Alibaba, ByteDance, and Baidu are rapidly increasing their large model job openings, with a reported 69% rise in such positions and salaries exceeding 1,000,000 yuan [3] Training and Skill Development - The "Large Model Application Development Practical Camp" course is designed to help developers build a complete application development path from scratch, focusing on AI application development logic, technical systems, and real-world project experience [6][12] - The course includes practical case studies across various business scenarios, enabling participants to master the underlying logic of AI application development [6] - Participants will gain insights into the latest trends in large model recruitment, including job market conditions, salary expectations, and necessary skills [14] Career Advancement Opportunities - The course offers direct recruitment opportunities and internal referrals, allowing participants to connect with major companies and secure high-paying job offers [15] - Many students have successfully transitioned to higher-paying positions after completing the course, highlighting its effectiveness in career advancement [15] - The training emphasizes the importance of building a technical barrier to stand out in a competitive job market and avoid potential job loss risks associated with age [9]

Core Insights - Linus Torvalds emphasizes that AI is just another tool, similar to compilers, which enhances productivity but does not eliminate the need for programmers [1][24][25] - The conversation highlights the shift in Torvalds' role from a programmer to a system maintainer, focusing on overseeing the Linux project rather than directly coding [5][7][8] - The introduction of Rust into the Linux kernel has sparked discussions and conflicts, but Torvalds believes it is a necessary evolution for the project [11][13][14] Group 1: Role and Evolution - Torvalds states that he has not been a programmer for nearly 20 years, now acting more as a technical overseer [5][7] - The core work of maintaining and supporting the Linux kernel continues to evolve, with ongoing modifications to improve code cleanliness and stability [9][10] - The Linux kernel development model has remained stable over the past 15 years, although there are moments of conflict and disagreement among maintainers [10][16] Group 2: AI and Software Development - AI's impact on software development is still experimental, with ongoing efforts to integrate AI tools for patch management and code review [21][22] - There are concerns about AI-generated low-quality reports affecting project resources, highlighting the need for careful management of AI's role in development [21][22] - Torvalds believes that while AI can enhance efficiency, it will not replace the need for skilled programmers, as new development areas will emerge [24][25] Group 3: Hardware and Industry Trends - The rise of Nvidia and AMD has shifted focus from traditional CPUs to accelerated processing units (APUs), impacting the Linux ecosystem [17][18] - Despite the hardware shift, Torvalds maintains that general-purpose CPUs remain crucial for Linux operations, and AI's growth is seen as a positive development for Linux's relevance [18][19] - The Linux community's engagement with AI technologies is viewed as an opportunity for growth, with Nvidia's increased interest in Linux being a notable example [19][20]

Group 1 - Kuaishou has tightened the usage permissions for several third-party programming tools, leading to issues where employees cannot access tools like Cursor and Claude Code without special approval [1] - The rationale behind this decision is to prioritize code and data security, especially in commercial and core business departments, to prevent potential leaks of algorithms and business strategies [1] - Other major companies, such as ByteDance and Amazon, have also implemented similar restrictions on tools like Cursor, indicating a common industry approach to balancing efficiency with security [1]

Core Viewpoint - The article discusses the significance and impact of JavaScript in the current technology landscape, highlighting its widespread use and versatility in web development [5]. Group 1 - JavaScript is a dominant programming language, essential for creating interactive web applications and enhancing user experience [5]. - The language has evolved significantly, with frameworks and libraries like React and Angular contributing to its popularity and functionality [5]. - The article emphasizes the importance of JavaScript in the context of modern web technologies, indicating that it is a critical skill for developers [5].

Group 1 - The article discusses various methods individuals use to memorize programming codes and concepts, highlighting the importance of repetition and practice in learning [2] - Several respondents share their personal routines, such as reading aloud for hours, writing codes from memory, and using muscle memory to retain information [2] - The responses indicate a reliance on tools like compilers for assistance, suggesting that while memorization is valuable, practical coding skills are often supplemented by technology [2]

Core Viewpoint - Huang Renxun, CEO of Nvidia, praised Huawei as one of the most powerful technology companies in history, highlighting its rapid growth in the semiconductor industry and calling for a reconsideration of U.S. chip export restrictions [3][5][7]. Group 1: Huawei's Semiconductor Growth - Huawei's semiconductor industry has achieved a remarkable growth rate, doubling in size within a year, significantly outpacing the Western semiconductor industry's annual growth of 20%-30% [5]. - Over the past decade, Huawei has invested over 1.2 trillion yuan in research and development, with 96.95 billion yuan allocated in the first half of 2025, resulting in a research intensity of 22.7% [5]. Group 2: Technological and Market Achievements - Huawei has established a comprehensive self-research ecosystem, with advancements such as the Kirin chip overcoming process limitations, the HarmonyOS ecosystem reaching over 1 billion devices, and the Ascend AI chip matching top industry performance [6]. - Huawei's 5G base stations and digital energy solutions are leading globally, and the sales and profitability of its AITO car brand have also seen significant breakthroughs [6]. Group 3: Technology Export Capabilities - Huang noted Huawei's role in exporting 5G technology through the Belt and Road Initiative, which is now extending into the AI sector, positioning Huawei as a key player in global technology dissemination [6]. Group 4: Implications of U.S. Export Policies - Huang's praise for Huawei serves as a critique of U.S. chip export policies, suggesting that these restrictions may inadvertently allow Huawei and other Chinese companies to gain competitive advantages in the global AI market [7]. - He expressed concerns that even if the U.S. relaxes restrictions on the H200 chip, Chinese companies like Huawei have developed competitive domestic alternatives [7].

1、 豆包团队官宣调整权限 12 月 5 日，处于舆论风波中的豆包手机助手团队发布了《关于调整 AI 操作手机能力的说明》。 声明称，为了让技术发展、行业接受度和用户体验形成良性适配，计划在接下来的一段时间，在部分场景，对 AI 操作手机的能力做一些规范化调整。该团队称，这是为了让技术走得更稳、更远的必要铺垫。 该调整主要涉及三类场景：一是限制用于应用刷分、刷激励的行为；二是进一步限制在银行、互联网支付等金 融类应用中的使用，暂时下线相关操作能力；三是限制在部分涉及竞技排名的游戏场景中的使用。豆包手机助 手团队表示，在积极寻求与各应用厂商的深度沟通，希望推动形成更加清晰、可预期的规则。 2 - EOF - 推荐阅读 点击标题可跳转 ▲ 最高 N+3.5 赔偿！某度大规模裁员，某些部门最多 30%，外包无赔偿 ▲ 实习生出差抽中 3000 元显卡，同事想卖掉平分，被拒后逼其上交。公司高层开会两次… ▲ 一条微博亏掉 200 万！何同学道歉"拒给司机好评"，网友：早干嘛去了？ 12 月 2 日至 3 日，陆续有用户在社交平台上反映，在工程样机上使用豆包手机助手操作手机功能时，如果涉 及操作微信，会触发微信"登录环 ...

12 月 4 日，360 创始人+董事长周鸿祎发视频谈对"豆包手机"的看法。 "把我的手机调度完全交给一个 AI？？我是不敢的。要是这个 AI 出点啥岔子，哪不是全完蛋了。" "红衣大叔的话没有错，很显然豆包这款手机会让用户操作变得更简单，但有一个问题更需要考虑，那就是一 味地依赖 AI 用户的隐私怎么得到保障？" 周鸿祎表示，手机操作要变天了，字节不造手机，却要抢走所有手机的灵魂。最近豆包手机助手一出来，美团 淘宝的高管们可能要连夜开会了。因为这个 AI 不用点他们的 APP，就能帮用户完成所有操作。这款处于技术 预览阶段的手机助手，核心亮点不是手机，是这个助手。它不是单独的 APP，是直接嵌入手机系统的，也就 是说它能接管你的手机。 他表示，最狠的是，这会直接冲垮互联网大厂的护城河，他们原本靠用户必须打开 APP 才能享受服务，建立 的优势可能要重新定义了。比如淘宝、美团靠用户停留和广告赚钱，现在 AI 帮用户直接完成任务，不用看广 告，不用刷首页，APP 核心 KPI 彻底作废，传统流量逻辑面临崩塌。 但别以为大厂会坐视不管，接下来可能会看到一场技术攻防战。各大 APP 可能会调整页面结构，让 AI 读 ...