Core Insights - The article presents a satirical comic that illustrates the absurdity and fragility of the modern digital world, emphasizing the complex layers that constitute it [4][5] - It serves as a cautionary tale about the hidden vulnerabilities within the digital ecosystem, urging respect and awareness for the foundational elements that support it [5] Summary by Sections Structure of the Digital World - The comic depicts a "digital Babel tower" structured in a pyramid form, with the top layer representing everyday applications, the middle layer showcasing platforms and giants, and the bottom layer consisting of physical infrastructure and protocols [4][6] - The top layer includes popular applications like TikTok and online shopping, which are perceived as shiny and convenient by users [6] - The middle layer features major tech companies such as Google, Microsoft, and AWS, acting as landlords and service providers in the digital realm [6] Key Themes and Ironies - The comic highlights the irony of dependency on seemingly insignificant components, such as the "left-pad" tool, which caused major disruptions when removed from open-source platforms [6][7] - It points out the absurdity of the reliance on a fragile chain of dependencies, where a small failure can lead to widespread consequences, as illustrated by incidents involving CrowdStrike and left-pad [7] - The contrast between "Rust programmers" and "C language programmers" underscores the tension between trendy technologies and the essential, yet often overlooked, foundational work that supports the digital infrastructure [7] Underlying Messages - The article emphasizes that modern conveniences are built on a complex system of volunteers, corporations, outdated code, and new ideas, which few can fully comprehend [7] - It warns that increased complexity leads to greater vulnerability, where unexpected failures can trigger significant disruptions [7] - The unseen elements, such as undersea cables and open-source maintainers, are crucial to the stability of the digital world, despite being largely unrecognized by everyday users [7]

Core Viewpoint - GitHub will start charging for self-hosted runners used in GitHub Actions from March 1, 2026, at a rate of $0.002 per minute, marking a significant shift from its previous free service model [4][5]. Pricing Changes - GitHub will reduce the prices of its hosted runners by 20% and 39% starting January 1, 2026, but the introduction of charges for self-hosted runners has led to strong dissatisfaction among developers [7][10]. - The company claims that 96% of customers will not notice a billing change, as most affected users will spend less [10]. Developer Reactions - Developers express strong discontent over the new charging model, feeling it is unreasonable to pay for resources on their own servers [8][11]. - Complaints extend beyond pricing to concerns about GitHub's neglect of core platform optimizations, with users reporting issues such as complex deployment configurations and unstable service [12]. Competitive Landscape - GitHub's pricing policy may be a response to competitive pressures, as alternatives like Depot offer optimized runners at lower costs [13]. - To address developer concerns, GitHub has promised to increase investment in self-hosted Actions and improve the platform's core functionalities [14]. User Experience Issues - Developers have noted that the performance of self-hosted runners is significantly better than GitHub's cloud-hosted options, with some reporting build speeds up to 10 times faster [12]. - The dissatisfaction has led some projects, like Zig, to abandon GitHub due to instability and lack of maintenance in the Actions service [15].

12 月 22 日微博有个热搜： #明年起向好友发淫秽信息违法 # 该话题主持人由"南方日报"，截至目前已有近 2 亿的阅读量。这个话题火了后，还衍生出 #向好友发不雅照片 算违法 # 等热门话题。 22 日晚间，快手遭受黑灰产攻击，直播间涌现大量涉黄直播。《 快手深夜变"快播"，10 个直播七八个涉黄， 网友称举报都没用。官方称遭攻击已报警！ 》 23 日，新法规相应话题继续发酵热议，不少讨论似乎有点过度解读了。 开始有媒体和大V发文，表示"不要加码解读"： "再细的法律也有模糊地带，正常情况下，对模糊地带的解读应该朝着宽松的方向进行，特别是涉及民生和大 众利益的事项，尤其不应朝着严厉的方向揣摩、推动。越管越对，越严越好不应成为涉性领域的价值取向，也 不应是其他事情不明朗时的默认方向。" 于是出来了一个调侃段子"明年起传播淫秽信息违法，所以快手今年起直播看"，昨天趣图。 23 日晚间，央视新闻采访了一些法律专家，发文解读新法规，转载如下。 《 向好友发不雅照算违法？解读来了》 "向好友发不雅照即违法"是误读！ 辨析：何为"淫秽"？执法的边界在哪里？ 不过，这样的误读依然引发了公众的广泛传播与争论——首先，" ...

Group 1 - The core incident involved a significant breach on Kuaishou's platform, where numerous accounts simultaneously streamed inappropriate content, leading to a surge in violations and user complaints [1][4][5] - The incident occurred on December 22, 2025, around 10 PM, and lasted approximately 90 minutes, during which Kuaishou's live streaming service was temporarily shut down [6][8] - Following the incident, Kuaishou's stock price dropped by 3.30% at the market opening on December 23, with a peak decline of 5.70%, resulting in a market value loss of approximately 164 billion HKD [7] Group 2 - Kuaishou officially responded to the incident on December 23, stating that the live streaming feature was attacked and that emergency measures were implemented to restore service [8][10] - The company emphasized its commitment to compliance and condemned illegal activities, reporting the incident to law enforcement and planning further legal actions to protect shareholder interests [10] Group 3 - Cybersecurity experts analyzed the attack as a sophisticated operation involving the manipulation of 17,000 verified accounts, which were used to bypass standard security measures [11][12] - The attackers employed a method to send mass live streaming requests directly to Kuaishou's servers, effectively overwhelming the platform's ability to detect and respond to the breach [14][15] - The attack also involved artificially inflating the popularity of the violating streams to evade detection by Kuaishou's AI moderation systems, leading to a failure in content review processes [17] Group 4 - There is an expectation for Kuaishou's technical team to conduct a thorough review of the incident, similar to practices observed in other tech companies following significant outages [18][19][20]

（非快手的官方号， 第三方个人， 我去他主页看了， 11 月份就发过一回，今天早上抓热点又重发了 ） "现在上午面试，下午入职" 和 91 跨界合作 （网友做的 AI 图） " 明年起传播淫秽信息违法，所以快手今年起直播看 " 今天趣图的背景，请参考这篇推文：《 突发！快手深夜变"快播"，10 个直播七八个涉黄，网友称举报都没用。官方称遭攻击已报警！ 》 （另据七麦的第三方榜单数据， 快手App 在苹果商店排名上升了 44 位 。快手这波"拉新"数量，估计要近千万了吧。 ） 往期趣图 （点击下方图片可跳转阅读） 趣图: 通过了所有单元测试 趣图: 据说这个小姐姐是个开发大佬, 你们信么? 趣图: 送给喜欢 print 调试党 某安卓应用市场显示， 已有 455 万名用户回归快手 ↓↓↓ 小程程在 APP STORE 也看了一下， 快手已上升到免费版第 2 名了 ...

"快手疯了吗？同事告诉我的，我不信，结果[傻眼]，这也太辣眼睛了" 一、深夜惊魂：刷直播刷出 "不雅盲盒" 12 月 22 日晚 23 点左右，不少快手用户被眼前的画面吓了一跳。 原本刷着搞笑、生活类直播的屏幕上，突然冒出大量陌生直播间，点进去全是露骨表演和淫秽影片。 有网友表示，他连续刷到 10 多场这类直播，其中一个在线人数达 10 万，播了 20 多分钟才被关闭。 华商报大风新闻记者看到，有的涉黄直播间主播裸露敏感部位跳舞，评论中还有人称"过了今晚就没机会了"， 直播间观看人数超 8 万人，不断有网友刷礼物，评论多是起哄让女主播脱衣服的。 还有直播间男主播播放淫秽视频，拿着月饼说自己是带货直播，"不这样就被封了，就彻底看不成了。" 还有女 主播在直播中裸露并搔首弄姿说："下播了再加，下播了再弄。" 更让用户崩溃的是举报失灵：点击举报按钮要么提示 "人数过多"，要么提交后毫无反应，有网友吐槽 "像闯进 了无人管的灰色地带"。 直到 23 日 0 时 30 分，快手干脆关闭了整个直播频道，页面显示 "没有找到内容"，短视频、提现功能也出现 短暂波动，凌晨 0 时 45 分才恢复正常。 二、技术拆解：黑灰产的 ...

转自：CSDN（ID：CSDNnews） 过往，当"Linus"出现在技术圈消息里，大多数人脑海中浮现的，是他在 Linux 内核邮件列表里对合并请求的点评以及分享新版本的进度。但最近，一 场跨越硬件与软件的对话让人眼前一亮。 起因是一位拥有千万粉丝的科技博主、Linus Tech Tips（LTT）的创始人 Linus Sebastian 想亲手组装一台" 理想的 Linux PC "，而他找来的帮 手，竟然是 Linux 之父 Linus Torvalds 。 颇为巧合的是，其二人都叫 Linus。 随着 LLT 将这一场近一个小时的装机视频分享到 YouTube 上，立刻在社区掀起热议。 在很多人看来，这不只是一次装机体验，也是一场 Linus Torvalds 的 硬件理念分享：高性能的产品和稳定性产品之间，他的偏好是什么？他为什么坚 持 ECC 内存？哪些零件是他心中的"不会跟内核打架"的选择？ 基于视频，在显卡方面， Torvalds 选择了公版的 Intel Arc B580。其实在今年 8 月份时，Linus 透露还在使用 2017 年发布的 AMD RX 580 作为 主显卡 ，而此次他既没 ...

Group 1 - The article discusses the quiet dissolution of "Computer Enthusiast" magazine, which has been a staple for readers for 32 years, with its official WeChat account and website ceasing to exist by December 6, 2023 [2] - The magazine was founded in 1993 and became a popular guide for computer novices, providing accessible knowledge on complex technology, and at its peak, it was the top-selling computer magazine in China [3] - The decline of the magazine was foreshadowed by the cessation of its parent company, "Computer World," in 2022, leading to operational difficulties and an inability to adapt to the changing media landscape [5] Group 2 - The shift in consumer behavior towards digital platforms for instant tutorials has diminished the demand for printed materials, making it difficult for traditional magazines to compete [5] - Advertisers have increasingly moved to online platforms, significantly reducing the revenue potential for print media reliant on advertising income [5] - The article reflects on the nostalgia associated with the magazine, highlighting its role as a significant part of many readers' youth and the emotional impact of its closure [6]

伯乐在线分享IT互联网职场和精选干货文章（原域名已不再维护）。组织维护10万+star的开源技术资源 库，包括：Python, Java, C/C++, Go, JS, CSS, Node.js, PHP, .NET 等 前段时间韩国游戏圈出了个大新闻，知名厂商 NCsoft 搞的新考勤制度，把员工和网友都惹毛了。 核心规则简单又离谱：上班时 15 分钟不碰鼠标或键盘，系统就自动停计工时。 这事不光在韩国引发热议，也让不少打工人直呼"难以理解"，到底是怎么回事？ 一、奇葩规则：15 分钟无操作 = 没上班？ 以下文章来源于伯乐在线 ，作者伯小乐 伯乐在线 . NCsoft 原本计划在 2025 年 10 月，上线一套全新的考勤监控系统。 这套系统的操作逻辑挺直白：员工进工作区就算开始计时，连在公司图书馆待着的时间都能算工时。 但最让人吐槽的是"15 分钟规则"： 只要登录工作电脑后，超过 15 分钟没手动操作鼠标或键盘，系统就 会暂停累计这段时间的工时 。 公司方面解释，这么做是为了防止员工摸鱼，还强调这套系统已经过法律审查，完全合规。 可在游戏行业里，很多工作根本不需要一直敲键盘、点鼠标。 策划师要坐着琢磨 ...

不得不说，不少传媒是挺会搞热点的。 #罗永浩吐槽后网速快到惶恐 # 12 月 18 日，罗永浩在微信朋友圈发了段话，吐槽自家电信宽带"千兆变百兆"，报修半年没解决。本来只是私 人吐槽，结果被媒体人截图转到公共平台，直接冲上了热搜。 这事很快引来争议：有网友吐槽老罗："批天批地，已经失去本心了，流量使人膨胀，动不动就一哭二闹三上 吊网上搞舆论"。 确实，要是换成普通网友吐槽宽带半年没人管，大概率不会有"第二天就解决"的效率。老罗的"特权"，才是这 事里更值得琢磨的地方。 还有大 V 项立刚教老罗不成被骂"智障"，继而吐槽罗："除了直播，其他事都做不成"。（详情见这篇推文：《 宽带缩水引骂战！罗永浩大骂项立刚"智障"，项："你除了做直播，其他就是做不成，要认命" 》 ） 针对吐槽电信宽带问题后的网友反馈，12 月 21 日，老罗连更两条微博回应。 "我没搞舆论，只是想要正常网速" 针对"失去本心哭闹维权"的吐槽，老罗直接掰扯清楚： 1、没主动搞事 ：吐槽内容只是发了朋友圈，是媒体人截图转发才成了热搜。 2、诉求很简单 ：花了千兆的钱，就得有相应的正常网速。问题不解决就要一直斗争。 3、结果很现实 ：发朋友圈当天就 ...