1. Ask HN: 创始人如何在决策时避免陷入僵局？ How do founders process decisions without getting stuck? (news.ycombinator.com)
2. Kindle 5.19.2更新导致侧载的AZW3格式书籍/漫画/连环画无法使用 Kindle update 5.19.2 broke sideloaded books/manga/comics AZW3 (news.ycombinator.com)
3. 我在十年级就开始在网上赚钱——关于资本的一些教训 I started making money online in 10th grade – some lessons about capital (news.ycombinator.com)
5. 你用什么信号来判断一个运维问题是否值得修复？ What signals do you use to decide if an ops problem is worth fixing? (news.ycombinator.com)
7. 验证管道，用于拦截存在模式错误的人工智能生成文件 Validation pipeline that blocks AI-generated files with schema errors (news.ycombinator.com)
9. Ask HN: 将执行功能建模为灰箱系统：合理还是妄想？ Modeling executive function as a grey-box system: Valid or delusional? (news.ycombinator.com)
13. Ask HN: 人工智能，尤其是云端大型语言模型，是否曾给你提供过好的约会建议？ Has AI, especially cloud LLMs, ever given you good dating advice? (news.ycombinator.com)
16. Ask HN: 有人在法庭上和大型企业打过知识产权盗窃官司吗？ Anyone fought a big corp over IP theft courts? (news.ycombinator.com)
17. Tell HN: OpenClaw 每小时收到约75个拉取请求 OpenClaw is getting 75 pull requests an hour (news.ycombinator.com)
18. 恶意NPM包pino-SDK-v2将.env密钥窃取至Discord Malicious NPM package pino-SDK-v2 exfiltrates .env secrets to Discord (news.ycombinator.com)
20. Ask HN: 子代理是否让旗舰AI模型产生了管理者般的感受？ Are subagents making flagship AI models feel like managers? (news.ycombinator.com)
22. Ask HN: 对于独立创业者——如何解决架构问题？ For solopreneurs – how to you solve architecture? (news.ycombinator.com)
23. 无限用户，免费且无广告的远程员工管理工具 Unlimited users, free and ad-free remote employee management tool (news.ycombinator.com)
24. 我想确认是否有人也遇到过这种克劳德主义现象 A claudeism that I want to confirm if anyone else is experiencing (news.ycombinator.com)
25. 创始工程师（股权）——实体基础设施/现实世界数据系统 -Haplon Founding Engineer (Equity) – Real Infrastructure/Real World Data Systems -Haplon (news.ycombinator.com)
26. 使用克劳德十四行诗4.6解决Knuth测试问题1.1.3 Knuth Test using Claude Sonnet 4.6 problem 1.1.3 (news.ycombinator.com)
27. 如今团队如何远程管理Windows设备？ How are teams managing Windows devices remotely today? (news.ycombinator.com)
28. 如何在没有API密钥的情况下抓取NPI医疗服务提供者数据 How to Scrape NPI Healthcare Provider Data Without an API Key (news.ycombinator.com)
29. 使用克劳德十四行诗4.6的Knuth测试 问题1.1.2 Knuth Test Using Claude Sonnet 4.6 Problem 1.1.2 (news.ycombinator.com)
30. 使用克劳德十四行诗4.6进行克努斯测试问题1.1.1 Knuth Test Using Claude Sonnet 4.6 problem 1.1.1 (news.ycombinator.com)
31. 使用Claude Sonnet 4.6进行的Knuth测试问题1.1.4 Knuth Tests using Claude Sonnet 4.6 problem 1.1.4 (news.ycombinator.com)
32. Nuvix——开源BaaS平台，其查询DSL比PostgREST更具表达力 Nuvix – open-source BaaS with a query DSL more expressive than PostgREST (news.ycombinator.com)
33. Ask HN: 大型语言模型（LLMs）该如何用于战争？ How are LLMs supposed to be used for warfare? (news.ycombinator.com)
34. Ask HN: 人工智能初创企业还会费心申请专利吗？ Do AI startups even bother with patents anymore? (news.ycombinator.com)
35. Ask HN: 您是否有针对每个项目独立工作区的良好解决方案？ Do you have a good solution for isolated workspaces per project? (news.ycombinator.com)
36. Gemini-flash-latest版本悄然破坏了搜索接地功能，持续一个月。 Gemini-flash-latest silently broke Search grounding for 1 month (news.ycombinator.com)
38. 尝试像创业公司那样打造舞蹈剧场作品，我正在学习什么 What I''m learning trying to build a dance theater piece like a startup (news.ycombinator.com)
39. Ask HN: 在网上求职时，虚假招聘信息有多常见？ How common are fake job postings when searching for jobs online? (news.ycombinator.com)
40. 一项实验：像资助初创企业那样为独立舞蹈剧场作品提供资金 An experiment: funding an independent dance theater piece like a startup (news.ycombinator.com)
41. Ask HN: 是否有用于申报美国税款的命令行界面（CLI）或管理控制台（MCP）工具？ Is there any CLI or MCP tools for filing US taxes? (news.ycombinator.com)
42. Ask HN: 您在日常工作中如何运用多智能体人工智能系统？ How are you using multi-agent AI systems in your daily workflow? (news.ycombinator.com)
43. LED/米 vs. 60 LED/米：解决点阵问题与电压降 LEDs/M vs. 60 LEDs/M: Solving Dotting and Voltage Drop (news.ycombinator.com)
44. Ask HN: 为什么将外部合作伙伴集成到Jira如此困难？ Why is integrating external partners to Jira so hard? (news.ycombinator.com)
47. 还有谁被运行AI编码代理的终端标签页淹没了？ Is anyone else drowning in terminal tabs running AI coding agents? (news.ycombinator.com)
51. Ask HN: 有人在生产或运营任务中使用"Deep Agents"吗？ Anyone using "Deep Agents" for production or operational tasks? (news.ycombinator.com)
52. Ask HN: 如何确保AI编码助手与您的代码库标准保持一致？ How do you keep AI coding agents aligned with your codebase standards? (news.ycombinator.com)
57. 医疗保健的未来将建立在增强数据的基础上 The Future of Healthcare Will Be Built on Enhanced Data (news.ycombinator.com)
58. 我总在做没人要的项目。所以这次我要反其道而行之。 I keep building projects nobody wants. So this time I''m doing it backwards (news.ycombinator.com)
59. 亚马逊购物体验变差了——必须加入购物车才能查看价格 Amazon degraded shopping- you have to put in cart to see the price (news.ycombinator.com)
61. Ask HN: 内部OpenClaw代理的定价模式，现在其他人也要求购买？ Pricing model for internal OpenClaw agents others now ask to buy? (news.ycombinator.com)
62. 创建了我人生中的首个开源项目：决策守护者 Built my first ever open-source project: Decision Guardian (news.ycombinator.com)
64. Ask HN: 从软件工程师转行到产品经理或其他领域？ Moving from Software Engineer to PM or another area? (news.ycombinator.com)
65. 大多数人工智能代理演示都无法通过企业安全审查 Most AI agent demos won''t survive enterprise security review (news.ycombinator.com)
66. Ask HN: 你注意到"Show HN"帖子的数量激增了吗？ Have you noticed how the number of ''Show HN'' posts has skyrocketed? (news.ycombinator.com)
67. Ask HN: Rima正在招聘技术客户经理（医疗基础设施方向） Rima Is Hiring a Technical Account Manager (Healthcare Infrastructure) (news.ycombinator.com)
69. 故事构建器——AI分支叙事生成器（命令行工具） Story Builder – AI branching narrative generator (CLI tool) (news.ycombinator.com)
70. 阿尔特曼抨击人类中心主义，称政府应比企业更强大 Altman takes jab at Anthropic, says gov''t should be more powerful than companies (news.ycombinator.com)
72. 那么，你使用什么项目管理工具来统筹协调你的代理团队？ So what project management tool you use to orchestrate your agent team? (news.ycombinator.com)
73. Ask HN: 安卓平板、iPad还是电子墨水屏平板，哪种设备更适合阅读？ Android tablet, iPad or e-ink tablet, which device for reading? (news.ycombinator.com)
75. 为什么arstechnica.com还在为一款游戏刊登开发故事广告软文，而这款游戏... Why is arstechnica.com still running dev story advertorials for a game that... (news.ycombinator.com)
77. 多租户Next.js SaaS中的功能门控模式 Feature gating patterns in a multi-tenant Next.js SaaS (news.ycombinator.com)
78. 使用何种VSCode类型的IDE才能利用开源模型进行代码生成/编译？ What VSCode type IDE to use to avail of open source models for code gen / comp (news.ycombinator.com)
81. Kiploks 实时验证器，可预测您的交易机器人是否会亏损 Kiploks Walk-forward validator that tells if your trading bot will lose money (news.ycombinator.com)
82. Ask HN: 我们是否需要一种标准方式来表明"本网站不会追踪您"？ Do we need a standard way to signal "this site does not track you"? (news.ycombinator.com)
84. 我如何停止主动联系经纪人，转而让机会主动找上门 How I stopped going to my agent and made it come to me (news.ycombinator.com)
85. 当人工智能工具真正发挥作用时，工程团队会发生哪些变化？ What changes in engineering teams once AI tools "click"? (news.ycombinator.com)
87. 如何防止人工智能在您的代码库中做出错误的架构决策？ How do you stop AI from making bad architectural decisions in your codebase? (news.ycombinator.com)
88. 首款PR管家——将您的GitHub技能与开源问题精准匹配的人工智能 First PR Concierge – AI that matches your GitHub skills to open source issues (news.ycombinator.com)
90. 八字——基于中国历法的命运图谱 BaZi – Deterministic life-charting from the Chinese calendar (news.ycombinator.com)
91. Ask HN: 如何在不消耗额外代币的情况下，为AI代理提供真实代码库的上下文信息？ How do you give AI agents real codebase context without burning tokens? (news.ycombinator.com)
92. NiroDB——一款用Go语言从零构建的键值存储引擎 NiroDB – A key-value storage engine built from scratch in Go (news.ycombinator.com)
93. Tell HN: 我们对模板成本进行了建模（约占预算的80%） We modeled the cost of boilerplate (it''s 80% of the budget) (news.ycombinator.com)
95. Ask HN: 您对邮件服务器和域名托管有什么推荐？ What is your recommendation for a Mail server and Domain name Hosting? (news.ycombinator.com)
96. 企业是否在阻止敏感数据被发送到外部大型语言模型API？ Are companies preventing sensitive data from being sent to external LLM APIs (news.ycombinator.com)
97. Fly.io 在未事先警告的情况下，删除了我位于无关组织中的应用程序和数据库。 Fly.io deleted my apps and DBs in an unrelated organization without warning (news.ycombinator.com)
100. RemixAI——全能AI平台，一键生成图像、视频与创意特效 RemixAI – All-in-One AI Platform to Generate Images, Videos and Creative Effects (news.ycombinator.com)
101. 为何每个模拟账户都叫约翰·多伊（一个700年的缘由） Why every demo account is named John DOE (a 700-year-old reason) (news.ycombinator.com)
102. 我们不需要为通用人工智能进行持续学习。顶尖实验室目前正在做什么？ We don''t need continual learning for AGI. What top labs are currently doing (news.ycombinator.com)
104. 一款使用OruxMaps的离线地图（卫星视图、路线规划、3D地形、GPS定位及兴趣点标注） An offline map using OruxMaps(satellite,routing,3D terrain,GPS and POI) (news.ycombinator.com)
106. Ask HN: 在初创企业中，生产规模经验与LeetCode的价值对比如何？ How valuable is production scale experience vs. LeetCode in startups? (news.ycombinator.com)
109. 展示解决Knuth问题的LLM解决方案的网站？ Website showing LLM solutions to Knuth''s Problems? (news.ycombinator.com)
114. Ask HN: 负分投票会累积到无法再投正分吗？ Does downvoting get to a point where you cant upvote? (news.ycombinator.com)
115. Ask HN: 有人注意到GPT5.3那些由恐惧驱动的提示建议吗？ Has anyone noticed the fear-driven prompt suggestions that GPT5.3 makes? (news.ycombinator.com)
117. TakeoutReader – 将您的Google Takeout JSON转换为可读报告 TakeoutReader – Turn your Google Takeout JSON into a readable report (news.ycombinator.com)
120. Ask HN: 有人有制作实体玩具并成功售出的经验吗？ Anyone have experience making physical toys that you''ve sold? (news.ycombinator.com)
123. 实时深度伪造检测API与X平台集成演示 Real-time deepfake detection API and X integration demo (news.ycombinator.com)
124. Ask HN: 如何在没有招聘中介的情况下找到体面的合同/自由职业岗位？ How do you find decent contracting/freelance roles without recruiters? (news.ycombinator.com)
126. Ask HN: 克劳德·科德的能力在你身上也会波动吗？ Does Claude Code''s abilities fluctuate for you too? (news.ycombinator.com)
127. Ask HN: 您如何在生产环境中监控SQS死信队列？ How are you monitoring SQS dead letter queues in production? (news.ycombinator.com)
129. 停止为环境变量重建前端应用程序（REP RFC） Stop Rebuilding Front End Apps for Environment Variables (REP RFC) (news.ycombinator.com)
131. 周一首席执行官表示："无论你想到哪家公司，90%的背景信息都未被记录在案。" Monday CEO "If you think about any company, 90% of the context isn''t documented" (news.ycombinator.com)
132. Ask HN: 使用OpenClaw访问领英会被封号吗？ Will using LinkedIn with OpenClaw get me banned? (news.ycombinator.com)
133. Ask HN: 使用WhatsApp与OpenClaw会导致我的账户被封禁吗？ Will using WhatsApp with OpenClaw get my account banned? (news.ycombinator.com)
136. Ask HN: 维护者们，只使用LLM的用户是否经常让你们的issue/PR变得杂乱无章？ Maintainers, do LLM-only users often clutter your issues/PRs? (news.ycombinator.com)
137. Tell HN: Digital Ocean 的 GPU 实例已售罄 Digital Ocean has run out of GPU droplets (news.ycombinator.com)
138. 开发了一个小型的Postgres工具。希望能得到一些诚恳的反馈。 Built a small Postgres tool. Would love some honest feedback (news.ycombinator.com)
140. Ask HN: 如果你的项目是免费的，你究竟在构建什么，又为何坚持免费？ If your project is free, what are you building and why keep it free? (news.ycombinator.com)
141. 我将基于流量的服务级别目标（SLOs）在PromQL中建模为概率链。 I modeled traffic-weighted SLOs as probability chains in PromQL (news.ycombinator.com)
142. Ask HN: 你认为人工智能在某种程度上实现了《启示录》的预言吗？ Do you think AI fulfills Revelations in anyway? (news.ycombinator.com)
143. 开放内存计划（OMI）——开放式DDR4 UDIMM参考设计 Open Memory Initiative (OMI) - an open DDR4 UDIMM reference design (news.ycombinator.com)
144. 这个数据库里很可能藏着价值百万美元的点子 There''s Probably a 1M Idea Sitting in This Database (news.ycombinator.com)
145. 谷歌账户在审计Chrome商店漏洞时的"数字执行" Google Account "Digital Execution" While Auditing a Chrome Store Vulnerability (news.ycombinator.com)
148. 盖亚——开源助手，为操作所做之事，正如ChatGPT为答案所做之事 Gaia – open-source assistant that does for actions what ChatGPT did for answers (news.ycombinator.com)
149. Ask HN: 您如何处理生产环境中的问题调试？ How do you approach debugging production issues? (news.ycombinator.com)
150. Alphabet的旁加载认证机制：前线与企业运营安全防护的终结者 Alphabet''s sideloading auth: a kill switch for frontline and enterprise OpSec (news.ycombinator.com)
151. AAP——可验证人工智能代理行为的开放标准（RFC草案） AAP – An open standard for verifiable AI agent actions (RFC draft) (news.ycombinator.com)
152. Ask HN: 当前提示注入攻击的现状及最佳实践是什么？ What is the state of prompt injection attacks and best practices? (news.ycombinator.com)
153. 苹果应用商店刚刚通过审核——我们的数字康复初创公司即将上线 Just got approved on the Apple App Store – launching our digital rehab startup (news.ycombinator.com)
156. Ask HN: 高管们如何对他们的大胆预测给出百分比？ How do C-level come up with % on their bold predictions? (news.ycombinator.com)
158. 初创企业失败往往始于糟糕的创意。这有助于避免这种情况。 Startup Failure Often Starts with a Bad Idea. This Helps Prevent That (news.ycombinator.com)
159. Ask HN: 如何在用户界面出现故障前发现OpenAPI的漂移？ How do you catch OpenAPI drift before the UI breaks? (news.ycombinator.com)
160. Ask HN: 你对Anthropic在过去两个月新增100亿美元营收有何看法？ What do you think of Anthropic adding 10B of revenue in last 2 months? (news.ycombinator.com)
161. Tell HN: 我为我的开源项目获得了Claude Max I got Claude Max for my open source project (news.ycombinator.com)
163. Ask HN: 除了那些没有人工智能强制要求的公司的雇主是谁？ Who''s hiring but companies that don''t have AI mandates? (news.ycombinator.com)
165. Ask HN: 什么是本地人工智能代理的"控制平面"？ What is the "Control Plane" for local AI agents? (news.ycombinator.com)
166. 奥斯卡六号雷达——支持原生A2A（代理间）通信的漏洞扫描器 Oscar Six Radar – vulnerability scanner with native A2A (agent-to-agent) support (news.ycombinator.com)
167. 感染《侠盗猎车手5》作弊程序：信息窃取病毒揭露朝鲜特工身份 Infected by GTA 5 Cheats: An Infostealer Infection Unmasked a North Korean Agent (news.ycombinator.com)
169. Ask HN: 您是否正在运营一款免费产品（尚未产生收入）？ Are you running a free product (pre-revenue)? (news.ycombinator.com)
170. 由于人工智能，我失去了学习新事物的能力，需要听听大家的意见。 I lost my ability to learn anything new because of AI and I need your opinions (news.ycombinator.com)
172. OnWatch – 通过终端监控6项AI API配额（50MB内存，零遥测数据） OnWatch – Track 6 AI API quotas from your terminal (50MB RAM, zero telemetry) (news.ycombinator.com)
174. Ask HN: 为什么MacBook至今还没有配备蜂窝调制解调器？ Why don''t MacBooks have Cellular Modems yet? (news.ycombinator.com)
175. Ask HN: 哈希验证能否在Windows系统上替代EV代码签名？ Can hash verification replace EV code-signing on Windows? (news.ycombinator.com)
176. Ask HN: 你使用什么提示语才能让Claude始终如一地渲染LaTeX？ What prompt do you use to get Claude to consistently render LaTeX? (news.ycombinator.com)
178. 低熵令牌允许在模型间替换，且伴随0.1 PPL代价 Low-entropy tokens tolerate substitution with and 0.1 PPL cost across models (news.ycombinator.com)
180. Ask HN: 最近看到的最佳使用案例/OpenClaw代理示例？ Best use / examples of agents / OpenClaw that you saw recently? (news.ycombinator.com)
181. GAEB4Linux——基于Spring Boot和Vaadin构建的开源GAEB XML查看器 GAEB4Linux – An Open Source GAEB XML Viewer Built with Spring Boot and Vaadin (news.ycombinator.com)
182. Ask HN: 有什么小众问题是你愿意花钱请人解决的？ What''s a niche problem you''d pay someone to solve? (news.ycombinator.com)
183. Ask HN: 购买性能强劲的MacBook Pro用于本地大型语言模型训练有意义吗？ Any point in buying a beefy MacBook Pro for local LLM use? (news.ycombinator.com)
185. Ask HN: 在确定架构方案前，您如何预估API成本？ How are you estimating API costs before committing to an architecture? (news.ycombinator.com)
187. LotusQ 跨平台语音录入，附赠免费本地Whisper（Mac/Windows/Linux） LotusQ Cross platform voice dictation with free local Whisper(Mac/Windows/Linux) (news.ycombinator.com)
188. Ask HN: 在工作中使用人工智能是愚蠢之举，还是得当使用的好工具？ Using AI at work is stupidity, or a good tool if used properly? (news.ycombinator.com)
189. Ask HN: 你通常从哪些相对公正的渠道获取全球新闻？ What are your go to sources for relatively unbiased global news? (news.ycombinator.com)
191. Ask HN: 独立创始人如何为STTR拨款项目寻找学术联合创始人？ How do solo founders find academic co-founders for STTR grants? (news.ycombinator.com)
192. 谷歌违反了其针对Gemini 3 Pro预览版的14天弃用政策 Google violates its 14-day deprecation policy for Gemini 3 Pro Preview (news.ycombinator.com)
193. 我拥有价值1万美元以上的云服务积分，并希望将其转化为真正的商业价值。 I have 10k in cloud credits and want to turn them into a real business (news.ycombinator.com)
194. Ask HN: 在Xcode 26.3中，Claude代理的体验如何？ How is Claude agent experience in Xcode 26.3? (news.ycombinator.com)
196. Agent Pro – 通过手机自动化控制您的桌面（无需设置） Agent Pro – Automate your desktop from your phone (no setup) (news.ycombinator.com)
197. 如何作为自由职业的后端/基础设施工程师进行自我营销？ How do I market myself as a freelance Backend/Infrastructure engineer? (news.ycombinator.com)
200. Tell HN: Gemini 3.1 Pro 可能正在响应其他用户发出的提示 Gemini 3.1 Pro may be responding to other users'' prompts (news.ycombinator.com)
201. 如果人工智能在HTML/CSS方面如此出色，为什么人工智能演示文稿/简历工具仍基于模板？ If AI is great at HTML/CSS, why are AI presentation/CV tools template based? (news.ycombinator.com)
202. 一款代理工具，通过将简单任务路由至成本更低的模型，有效降低大型语言模型API费用 A proxy that cuts LLM API bills by routing simple tasks to cheaper models (news.ycombinator.com)
203. Ask HN: Loom被Atlassian收购后，你转投了什么项目？ What did you switch to after Loom got acquired by Atlassian? (news.ycombinator.com)
204. Ask HN: 你们国家有多少人持有业余无线电执照？ How many of you hold an amateur radio license in your country? (news.ycombinator.com)
206. Ask HN: 当人工智能提升生产力又增加成本时，代理机构如何为项目定价？ How do agencies price projects when AI increases productivity and costs? (news.ycombinator.com)
207. Ask HN: 签署了notdividedorg请愿书的OpenAI员工现在会怎么做？ What will OpenAI employees do now who have signed notdividedorg petition (news.ycombinator.com)
208. Ask HN: 您如何构建基于Markdown的上下文环境供AI编程助手使用？ How are you structuring Markdown-based context for AI coding agents? (news.ycombinator.com)
209. 我开发了一款远程办公工具，具备隐私保护功能，支持无限用户，且提供免费试用。 I built a remote work tool with privacy, unlimited users and free for testing (news.ycombinator.com)
210. 留存至上：为何人工智能驱动的SaaS企业将在2026年胜出 The Retention Imperative: Why AI-Powered SaaS Companies Are Winning in 2026 (news.ycombinator.com)
211. 逻辑门作为持久化有状态任务——基于虚拟机的BCD解码器 Logic gates as persistent stateful tasks – a BCD decoder built on a VM (news.ycombinator.com)
212. Ask HN: 2026年还有谁坚持异步工作模式，并奉行"无会议"工作准则？ Who still works async and has a ''no meetings'' work policy in 2026? (news.ycombinator.com)
216. Ask HN: 当公司邮箱由人工智能处理时，如何报告漏洞？ How to report a vulnerability when AI answers the company email? (news.ycombinator.com)
217. 实时发布原生MVP并同步功能路线图——RawLaunch.app Launching raw MVPs with live feature roadmaps – RawLaunch.app (news.ycombinator.com)
219. Ask HN: 在使用人工智能和直接编写代码之间犹豫不决是否会拖慢你的进度？ Does debating between using AI and just writing code slow you down? (news.ycombinator.com)
221. RalphMAD – Claude代码的自主软件开发生命周期工作流（BMAD与Ralph循环） RalphMAD – Autonomous SDLC Workflows for Claude Code (BMAD and Ralph Loop) (news.ycombinator.com)
223. 4. 如何在Gemini用Nano Banana 2取代Nano Banana Pro后继续使用旧款 4. How to Keep Using Nano Banana Pro After Gemini Replaces It with Nano Banana 2 (news.ycombinator.com)
227. 难道只有我这样觉得——还是最近到处都在断网？（Claude、GitHub、Supabase） Is It Just Me – Or Are Outages Everywhere Lately? (Claude, GitHub, Supabase) (news.ycombinator.com)
233. 寻求通过数字资产取证进行加密货币追回的建议 Seeking Advice on Crypto Recovery Through Digital Asset Forensics (news.ycombinator.com)
234. GPT-5.4-ab-arm3-840-1p-codexswic-ev3 GPT-5.4-ab-arm3-840-1p-codexswic-ev3 (news.ycombinator.com)
236. 网络攻击时间线：家庭用户、承包商及中小企业现已成为攻击目标 A timeline of cyber attacks:home users, contractors, and SMBs are now targets (news.ycombinator.com)
237. Ask HN: 代码库CLI错误显示字符串"GPT-5.4-ab-arm2" Codex CLI error reveals "GPT-5.4-ab-arm2" string (news.ycombinator.com)
238. Coasty实现一切自动化——本文由CUA自动生成 Coasty automates anything – this post was written by the CUA itself (news.ycombinator.com)
240. BlackTape——基于MusicBrainz和Discogs的开源音乐发现平台 BlackTape – open-source music discovery built on MusicBrainz and Discogs (news.ycombinator.com)
241. Spotify对ADR的处理方式很棒，但如何在规模化运营中执行这些规则？ Spotify''s take on ADRs is great, but how do you enforce them at scale? (news.ycombinator.com)
242. Ask HN: 你是如何确定自己热衷于哪个研究领域的？ How did you figure out what research field you were passionate about? (news.ycombinator.com)
243. Ask HN: 您如何防止生产环境中大型语言模型工作流失控？ How are you preventing runaway LLM workflows in production? (news.ycombinator.com)
246. 如何在遭遇诈骗后追回被盗加密货币——来自Intelligence Cyber的指导 How to Recover Your Stolen Crypto After a Scam–Guidance from Intelligence Cyber (news.ycombinator.com)
247. 如何在遭遇诈骗后追回被盗加密货币——来自智能向导的指导 How to Recover Your Stolen Crypto After a Scam–Guidance from Intelligence Wizard (news.ycombinator.com)
248. Ask HN: 工程师们是否对技术预备顾问感兴趣？ Would engineers be interested in a technical prep consultant? (news.ycombinator.com)
249. 为什么代理比嵌入模型更擅长使用grep进行搜索？ Why are Agents better at searching with grep than embeddings? (news.ycombinator.com)
250. 询问原始的Gemini 3.1 Pro API，它会选择成为怎样的人类 Asking the raw Gemini 3.1 Pro API what kind of human it would choose to be (news.ycombinator.com)
251. AgentLint v0.7.1 – 基础设施中AI代理的正则表达式防护栏（没错，就是正则表达式） AgentLint v0.7.1 – regex guardrails for AI agents on infra (yes, regex) (news.ycombinator.com)
253. 移动运营商收取的费用是网络成本的10倍 Cellular service providers are charging 10x what the network costs (news.ycombinator.com)
254. 我用Rust为AI智能体构建了一个持久化内存层 I built a persistent memory layer for AI agents in Rust (news.ycombinator.com)
255. Ask HN: 使用多个CLI运行多个代理时的Git分支策略？ Git branching strategy when using multiple CLIs running multiple agents? (news.ycombinator.com)
256. Ask HN: 使用OpenClaw进行营销：物有所值还是过度炒作？ Using OpenClaw for marketing: worth it or overhyped? (news.ycombinator.com)
258. 人工智能泡沫破裂后，一家以人工智能为核心业务的公司将如何控制成本？ How would a AI first company will manage costs after the AI Bubble bursts? (news.ycombinator.com)
259. Cartly：基于Mnexium构建的iOS收据追踪演示 Cartly: An iOS Receipt Tracking Demo Built on Mnexium (news.ycombinator.com)
262. Ask HN: 您在软件项目中的人工智能工作流程是怎样的？ What is your AI workflow for software projects? (news.ycombinator.com)
267. Ask HN: 在您的代码库中，ID 应该采用字符串还是数字形式？ Should IDs be strings or numbers in your codebase? (news.ycombinator.com)
269. Enaga：ECS优先语言，采用定点数学运算——浏览器中即可体验 Enaga: ECS-first language with fixed-point math – try it in the browser (news.ycombinator.com)
270. Ask HN: 若你面试一位法学硕士（LLM）申请软件工程师（SE）职位，你会如何安排其岗位？ If you interview an LLM for SE position, what would be your placement? (news.ycombinator.com)
271. Ask HN: 自由职业者？寻找自由职业者？（2026年3月） Freelancer? Seeking freelancer? (March 2026) (news.ycombinator.com)
274. Ask HN: 贵团队如何调整人工智能辅助编码的文档？ How is your team changing documentation for AI-assisted coding? (news.ycombinator.com)
275. Ask HN: 如何处理团队聊天与实际工作之间的差距？ How do you manage the gap between team chat and real work? (news.ycombinator.com)
276. 与道格·特恩布尔和特雷·格雷纳共同探索人工智能驱动的搜索技术 AI-Powered Search with Doug Turnbull and Trey Grainger (news.ycombinator.com)
277. 人工智能取代你的工作后，你打算靠什么谋生？ How do you plan to make a living after AI takes your job? (news.ycombinator.com)
278. Ask HN: 人类的统计学习与非统计学习 Statistical learning and non-Statistical learning for humans (news.ycombinator.com)
279. 克劳德：我们发现某些API方法无法正常工作。 Claude: We have discovered that some API methods are not working (news.ycombinator.com)
283. 如何处理领域特定的转换逻辑而不进行硬编码？ How do you handle domain-specific transformation logic without hardcoding it? (news.ycombinator.com)
285. 难道只有我注意到，过去五天里克劳德总是从协调世界时11:47到00:00这段时间下线吗？ Is it just me or Claude always went down at 11:47-00:00 UTC for the last 5 days? (news.ycombinator.com)
286. Ask HN: 数十亿美元的资金投入，但机器人技术究竟发生了什么变化？ Billions of dollars in funding, but what''s changed for robotics? (news.ycombinator.com)
290. AWS ME-CENTRAL-1 区域故障（因 mec1-az3 节点额外丢失） AWS ME-CENTRAL-1 Region Down (Due to additional loss of mec1-az3) (news.ycombinator.com)
291. AnChat——基于去中心化基础设施的端到端即时通讯应用，无需手机号码 AnChat – E2E messenger on decentralized infrastructure, no phone number required (news.ycombinator.com)
294. Ask HN: 谷歌开始索引非超链接内容。对此该如何应对？ Google started to index non-hyperlinks. What to do about it? (news.ycombinator.com)
295. 一个全天候撰写博客并自主构建主机的OpenClaw代理 An OpenClaw agent that blogs 24/7 and builds its own host (news.ycombinator.com)
296. 有没有人为没有GPU或网络的40亿人压缩AI模型？ Is anyone compressing AI models for the 4B people without GPUs or internet? (news.ycombinator.com)
299. ClawHost – 一键部署，自主掌控的OpenClaw自托管解决方案 ClawHost – One-click, self-hosted OpenClaw deployments you own (news.ycombinator.com)