1. Ask HN: 如何防止Claude/GPT/Gemini强化你的偏见？ How to prevent Claude/GPT/Gemini from reinforcing your biases? (news.ycombinator.com)
2. Ask HN: 高斯散射法对分析普雷蒂之死是否有效？ Is Gaussian Splattering useful for analyzing Pretti''s death? (news.ycombinator.com)
3. 一个可靠性层，可防止大型语言模型（LLM）停机并规避不可预测的成本 A reliability layer that prevents LLM downtime and unpredictable cost (news.ycombinator.com)
8. 如何在数年后重建金融系统在时间点T所观察到的状态？ How do you reconstruct what a financial system observed at time T, years later? (news.ycombinator.com)
11. Ask HN: 哪些方法对使用AI编码助手进行交付的团队有效？ What works for teams shipping with AI coding agents? (news.ycombinator.com)
12. Ask HN: 如何防止儿童接触您的产品？ How do you prevent children from accessing your products? (news.ycombinator.com)
16. GitButler 虽然超酷，但还没准备好投入实战 GitButler is super cool but not ready for the real world (news.ycombinator.com)
18. 隆重推出AgentKit——用于构建真实人工智能代理的即用型开发套件 Introducing AgentKit – a production-ready starter for building real AI agents (news.ycombinator.com)
19. Ask HN: 如何让每日解谜游戏PluriSnake更易于理解？ How can I make PluriSnake, a daily puzzle game, easier to understand? (news.ycombinator.com)
20. Ask HN: 在沟通中，如何平衡清晰度与速度？ How do you balance clarity vs speed in communication? (news.ycombinator.com)
21. 非技术型创始人及利益相关者的开发可见性 Dev visibility for non-technical founders and stakeholders (news.ycombinator.com)
22. Ask HN: 有人在认真使用Claude Excel扩展/加载项吗？ Anyone using the Claude Excel extension/add-in in anger? (news.ycombinator.com)
23. Ask HN: 未来几年软件工程将走向何方？ Where is software engineering moving towards in the next years? (news.ycombinator.com)
25. 在加拿大核查遣散费/解雇补偿金规则的最佳方法是什么？ What''s the best way to sanity-check severance/termination pay rules in Canada? (news.ycombinator.com)
27. Tell HN: 梅里特·道斯利似乎是一个合成恢复身份 Merritt Dawsley" appears to be a synthetic recovery persona (news.ycombinator.com)
28. Ask HN: 有人在和家人一起使用ChatGPT或类似工具吗？ Is anyone using ChatGPT or an equivalent with their family? (news.ycombinator.com)
29. Ask HN: 有没有好的开源软件可以替代Adobe Acrobat？ Is there a good open-source alternative to Adobe Acrobat? (news.ycombinator.com)
30. Tell HN: https://claude.md 经过深思熟虑后重定向至 Claude Code 文档 Thoughtfully https://claude.md redirects to Claude Code docs (news.ycombinator.com)
34. Tell HN: Aden（一家YC孵化企业）正通过提供有偿工作来吸引开发者，以此实现增长黑客策略。 Aden, A YC company, is growth hacking by luring devs with paid work (news.ycombinator.com)
35. 埃伦·麦克阿瑟基金会循环性指标存在缺陷？ Ellen MacArthur Foundation Circularity Indicators Flawed? (news.ycombinator.com)
36. Ask HN: 在我的MacBook上使用iPhone远程运行Claude Code的最简单方法是什么？ Easiest way to run Claude Code on my MacBook using my iPhone, remotely? (news.ycombinator.com)
37. Ask HN: 您如何应对Gmail终止POP3服务及Gmailify功能？ How are you handling Gmail ending POP3 and Gmailify? (news.ycombinator.com)
38. Salesforce文档生成中仍存在哪些缺陷？ What''s still broken in Salesforce document generation? (news.ycombinator.com)
39. 我在512MB内存预算下，将13GB数据中的1500万条记录从MongoDB迁移至Rails Postgres数据库 I migrated 15M records of 13GB data from Mongo to Rails Postgres on 512MB budget (news.ycombinator.com)
41. Rust-Gun：将仓库混乱转化为严密管控的Rust机器（持续集成/持续交付，版本发布） Rust-Gun: Turn Repo Chaos into a Locked-Down Rust Machine (CI/CD, Releases) (news.ycombinator.com)
42. MegaNova Studio：以角色为核心的工作空间，助力打造一致性人工智能角色 MegaNova Studio: Character-first workspace for building consistent AI characters (news.ycombinator.com)
43. 人们如何处理面向自主代理的付费外部API？ How are people handling paid external APIs for autonomous agents? (news.ycombinator.com)
45. 人工智能会产生幻觉。你如何防止它搞砸自动化流程？ AI hallucinates. How do you keep it from fucking up automations? (news.ycombinator.com)
47. 从零流量到推出自己的独立新闻平台 From zero traffic to launching my own independent news platform (news.ycombinator.com)
48. Ask HN: 您在人工智能助手中寻求哪些功能？ Which features are you searching in an AI assistant? (news.ycombinator.com)
50. Ask HN: 在生产环境中执行UPDATE操作时，总感觉比预期更耗时。 Running UPDATEs in production always feels heavier than it should (news.ycombinator.com)
51. Ask HN: 如今借助人工智能，你可以开发哪些软件/应用程序？ What software / applications can you now build thanks to AI (news.ycombinator.com)
52. 双子座团队，请添加URL查询参数支持（?q 或 ?prompt） Gemini team, please add URL query parameter support (?q or?prompt) (news.ycombinator.com)
53. 别等到期中考试再行动。立即行动：反馈星期五 Don''t Wait Until the Midterms. Act Now: FeedbackFridays (news.ycombinator.com)
54. 狼人浪漫入门指南：快速套路图鉴与观影要点 Werewolf Romance 101: quick trope map and what to watch for (news.ycombinator.com)
55. 在越狱的iPhone上从源代码编译Node.js 18以运行Claude Code Compiled Node.js 18 from source on jailbroken iPhone to run Claude Code (news.ycombinator.com)
57. 我是否应该取消订阅Shane Parrish的人工智能生成新闻通讯？ Should I unsubscribe from Shane Parrish''s AI-generated newsletter? (news.ycombinator.com)
58. 为什么Cursor/Claude Code生成的Readme文件如此糟糕？ Why is cursor / Claude Code is so bad at generating readmes? (news.ycombinator.com)
59. SHDL——基于逻辑门构建的极简硬件描述语言 SHDL – A Minimal Hardware Description Language Built from Logic Gates (news.ycombinator.com)
60. 我将Claude API的费用从每月70美元削减至几美分 I cut Claude API costs from 70/month to pennies (news.ycombinator.com)
63. DDD曾是一款出色的调试器——如今的现代替代品会是什么样子？ DDD was a great debugger – what would a modern equivalent look like today? (news.ycombinator.com)
64. Ask HN: FAANG公司的招聘人员在录用时会查看你的个人数据吗？ Do FAANG recruiters look at your personal data when hiring someone? (news.ycombinator.com)
65. Rust-gun – 用于Rust工作区的模板、魔法命令行界面及门控工具 Rust-gun – template and magic CLI and gates for Rust workspaces (news.ycombinator.com)
66. 我们已经放弃更新最初的架构文档/规范了。我该担心吗？ We''ve given up on keeping our initial arch docs/specs up to date.Should I worry? (news.ycombinator.com)
67. Hive – 基于插件的开发编排器，支持零停机部署 Hive – Plugin-based dev orchestrator with zero-downtime deploys (news.ycombinator.com)
69. 项目构想：虚假紧迫感的碳足迹与注意力消耗 Project Idea: Carbon and Attentional Footprint of False Urgency (news.ycombinator.com)
74. Clawdbot详解：开源AI助手指南2026 Clawdbot Explained: open-source AI Assistant Guide 2026 (news.ycombinator.com)
75. Ask HN: 如何联系旧投稿（nick_m）下的评论者？ How to reach out to a commenter under an old submission (nick_m)? (news.ycombinator.com)
76. Ask HN: 迄今为止，人类创造的最重大的成果有哪些？ What are the most significant man-made creations to date? (news.ycombinator.com)
77. SoundCloud删除了我12年的音乐——于是我自己搭建了平台 SoundCloud deleted 12 years of my music – so I built my own (news.ycombinator.com)
79. Ask HN: 是否值得创建另一个开源测试覆盖率聚合器？ Is it worth creating another open-source test coverage aggregator? (news.ycombinator.com)
82. 我创建了一个自动运行的代理程序，用于管理我的Twitter账号。 I''ve build agent which runs my Twitter account on auto-pilot (news.ycombinator.com)
83. 招募学术志愿者协助吉尼斯世界纪录认证 Need academic volunteer for Guinness World Record verification (news.ycombinator.com)
84. 如何判断哪些"创意帖子"值得开发成SaaS产品？ How do you decide which "idea posts" are worth building as SaaS? (news.ycombinator.com)
85. Lnxqd监管状态（2026年更新）：公共记录所揭示的内容 Lnxqd Regulatory Status (2026 Update): What the Public Records Show (news.ycombinator.com)
86. 您将如何从房地产平台获取长期数据？ How would you approach long term data acquisition from real estate platforms? (news.ycombinator.com)
88. Ask HN: 在Ollama中选择一个适合在Claude Code上运行的优质模型 A good Model to choose in Ollama to run on Claude Code (news.ycombinator.com)
89. 为什么大公司明目张胆地欺骗用户却合法且被允许？ Why is it legal and ok when big corp. straight tries to scam a user? (news.ycombinator.com)
90. Tell HN: 亚历克斯·洪诺尔德正在进行台北101大楼的自由独攀直播 Alex Honnold is doing a Freesolo climb of Taipei 101 live right now (news.ycombinator.com)
92. Ask CLI：一款简单的开源工具，可通过终端获取命令帮助 Ask CLI: A simple open-source tool to get help with commands from the terminal (news.ycombinator.com)
93. 寻找有意愿开发专利新型无燃料引擎原型的工程师 Looking for engineers who want to prototype patented new-tech no-fuel engines (news.ycombinator.com)
97. 职业转型问题——协助与MLOps指导 Career transition question – Assistance, MLOps guidance (news.ycombinator.com)
98. ChatGPT没有实时时钟——时间感知至关重要 ChatGPT has no real-time clock – time awareness is essential (news.ycombinator.com)
99. 通过观察真实同意行为调试Google Ads转化跟踪 Debugging Google Ads conversion tracking by observing real consent behavior (news.ycombinator.com)
100. Ask HN: 您是否在使用Clawdbot？具体有哪些使用场景？ Are you using Clawdbot? What are your use cases? (news.ycombinator.com)
101. Ask HN: 你会信任一个拥有基础设施shell访问权限的人工智能同事吗？ Would you trust an AI coworker with shell access to your infrastructure? (news.ycombinator.com)
102. Ask HN: 为什么data.gov上的数据集数量差异如此之大？ Why does the number of datasets on data.gov vary so much? (news.ycombinator.com)
103. Ask HN: 我们是否将效率与"100%利用率"混为一谈了？ Have we confused Efficiency with "100% Utilization"? (news.ycombinator.com)
104. Ask HN: 对本地优先的多智能体系统感兴趣的Rust和AI开发者？ Rust and AI builders interested in local-first, multi-agent systems? (news.ycombinator.com)
105. 启用高级数据保护功能的iCloud不会删除您的文件 iCloud with Advanced Data Protection doesn''t delete your files (news.ycombinator.com)
107. Ask HN: 如何安全兑换礼品卡而避免账户被锁定？ How to redeem a Gift Card without risking lock-out? (news.ycombinator.com)
109. Ask HN: 周末社交：两大编程语言及其可借鉴之处？ Weekend Social: Top two programming languages and what they can borrow? (news.ycombinator.com)
110. Ask HN: 通用搜索引擎能否识别特殊字符？ General purpose search engine that will respect special characters? (news.ycombinator.com)
111. Ask HN: 我是一名外科医生/医生。您能推荐哪些人工智能相关的文献/课程吗？ I am a surgeon/doctor. What ai literature/courses would you recommend? (news.ycombinator.com)
112. Ask HN: 追逐"心流"还是规避它？毕竟进步从来不易。 To chase "The Flow" or to avoid it as progress doesn''t come easy? (news.ycombinator.com)
113. Tell HN: 今天在明尼阿波利斯，又有一个无辜者被移民与海关执法局杀害 Another innocent person was killed by ICE in Minneapolis today (news.ycombinator.com)
114. Ask HN: 类似于Brex，还有哪些疯狂的公司转型鲜为人知？ Similar to Brex what are some crazy company pivots no one talks about (news.ycombinator.com)
115. Ask HN: 有哪些不错的反直觉统计学问题？ What are some good unintuitive statistics problems? (news.ycombinator.com)
116. Ask HN: Gmail垃圾邮件过滤突然将所有邮件标记为垃圾邮件？ Gmail Spam Filtering Suddenly Marking Everything as Spam? (news.ycombinator.com)
118. Ask HN: 代理商能否接受生产构建的许可？ May an Agent accepts a license to produce a build? (news.ycombinator.com)
120. Ask HN: 为什么JavaScript没有Laravel/Rails级别的后端框架？ Why doesn''t JavaScript have a Laravel/Rails-level back end framework? (news.ycombinator.com)
121. Ask HN: 移民与海关执法局误闯我朋友家，令其家人深受惊吓 ICE Raided My Friend''s Home by Mistake, Traumatized His Family (news.ycombinator.com)
122. FlutterJS – 运行 Flutter 代码，获取语义化 HTML 输出 FlutterJS – Run Flutter code, get semantic HTML output (news.ycombinator.com)
123. Ask HN: 如何在业余时间为科学事业做出贡献？ What are best ways to contribute to science in free time? (news.ycombinator.com)
130. Ask HN: 现在是否是购买电子产品的合适时机（人工智能泡沫愈演愈烈）？ Is it the right time to spend on electronics(AI Bubble get worse)? (news.ycombinator.com)
131. 我讨厌Sentry，所以为我的Rails应用构建了一个Telegram替代方案 I hate Sentry, so I built a Telegram alternative for my Rails app (news.ycombinator.com)
132. Ask HN: 如何在不依赖关键词工具的情况下发现真实用户需求？ How do you discover real user needs without relying on keyword tools? (news.ycombinator.com)
138. Ask HN: 在生产环境中，您如何实施AI代理工具调用的权限控制？ How are you enforcing permissions for AI agent tool calls in production? (news.ycombinator.com)
140. Ask HN: 为什么Lua的网络/相关生态系统如此停滞不前？ Why is the Lua web / related ecosystem so stagnant? (news.ycombinator.com)
141. Ask HN: 在人工智能时代，你会选择哪种语言？ In the era of AI, which language would you choose? (news.ycombinator.com)
142. Ask HN: iPhone 15 Pro手机刚损伤了我的听力，现在怎么办？ iPhone 15 pro handset just damaged my hearing, what now? (news.ycombinator.com)
143. Ask HN: 如何排查影响部分用户的服务器端故障？ How do you investigate server-side bugs that affect subset of users? (news.ycombinator.com)
146. 认知驾驶舱：为何我将数据迁移至1位电子墨水屏 The Cognitive Cockpit: Why I moved my data to a 1-bit e-ink display (news.ycombinator.com)
149. Ask HN: 为什么冬天的手套没有机械手指？ Why don''t winter gloves have mechanical fingers? (news.ycombinator.com)
154. 通过发现与禁令运用测试驱动开发（TDD）拆解黑暗模式 Dismantling Dark Patterns Using TDD via Discovery and Injunctions (news.ycombinator.com)
155. Ask HN: 提交CSV数据给大型语言模型时，哪种格式比较合适？ What''s a good format to submit CSV data for LLMs (news.ycombinator.com)
156. AbëONE：学习您认知模式的关系型人工智能 AbëONE: Relational AI That Learns Your Cognitive Patterns (news.ycombinator.com)
157. Ask HN: B2B交易的停滞更多源于"组织盲点"而非产品契合度？ Do B2B deals stall more from "org blindness" than product fit? (news.ycombinator.com)
158. 具有能动性的人工智能能否发展到承担技术领导职责？ Will agentic AI grow to handle technology leadership responsibilities? (news.ycombinator.com)
159. 在发布帖子前努力减少无效的分发工作 Working on reducing wasted distribution effort before publishing posts (news.ycombinator.com)
162. Malan Chat，一款支持62种语言的沉浸式语言学习应用 Malan Chat, a full immersion language learning app for 62 languages (news.ycombinator.com)
164. Tell HN: Cloudflare的D1服务自两天前起出现性能下降 Cloudflare''s D1 service degraded since 2 days (news.ycombinator.com)
165. 社会将走向何方？是否已为失业的未来做好规划？ Where is society heading, is there a plan for a jobless future? (news.ycombinator.com)
166. AI会产生幻觉。你是否会反复检查输出结果？ AI hallucinate. Do you ever double check the output? (news.ycombinator.com)
167. 在后云时代，"工业"系统工程师还有发展空间吗？ Is there room left for the "Industrial" Systems Engineer in a post-cloud world? (news.ycombinator.com)
170. 变压器如同巨大的眼睛，而循环模型则如同胃部。 Transformers are like great eyes, while Recurrent models are like a stomach (news.ycombinator.com)
172. LangChain、AutoGen、CrewAI、Temporal：当你需要治理时，什么会出问题？ LangChain, AutoGen, CrewAI, Temporal: What breaks when you need governance? (news.ycombinator.com)
173. Ask HN: 您如何处理大型语言模型代理的非概率性安全问题？ How are you handling non-probabilistic security for LLM agents? (news.ycombinator.com)
174. 我在联合创始人匹配过程中遇到的是系统故障还是潜在的诈骗机器人？ Did I encounter a glitch or a potential scam bot on co-founder matching? (news.ycombinator.com)
175. 您如何处理客户的停机补偿？（云/大型语言模型基础设施） How do you handle downtime compensation for your customers? (Cloud / LLM infra) (news.ycombinator.com)
177. 早期互联网时代有哪些软件企业？它们能否再次崛起？ What software businesses worked in the early Internet? Can they work again? (news.ycombinator.com)
179. GCP账户被锁定3天，仍被扣费，无法重定向域名 Locked out of my GCP account for 3 days, still charged, can''t redirect domain (news.ycombinator.com)
181. Ask HN: 哪些人工智能功能在演示中表现出色，却在实际应用中失败？原因何在？ What AI feature looked in demos and failed in real usage? Why? (news.ycombinator.com)
183. Ask HN: 当前最佳的本地/开源语音转语音方案是什么？ What''s the current best local/open speech-to-speech setup? (news.ycombinator.com)
184. Ask HN: 在生产中，是哪项"AI功能"导致了负投资回报率？ What ''AI feature'' created negative ROI in production? (news.ycombinator.com)
185. 为何2026年的软件仍像数十亿用户不存在般被构建？ Why is software still built like billions don''t exist in 2026? (news.ycombinator.com)
188. DeepSeek的mHC：将训练偏差稳定在3000倍至1.6倍之间 DeepSeek''s mHC: Stabilizing Training Divergence from 3,000x to 1.6x (news.ycombinator.com)
189. Ask HN: 你更喜欢Cursor还是Codex或Claude Code？为什么？ Do You Prefer Cursor over Codex or Claude Code? Why? (news.ycombinator.com)
192. Ask HN: 新手后端开发者如何开始为真实世界的开源项目贡献力量？ How can a new back end dev start contributing to real-world open source? (news.ycombinator.com)
195. 我构建了一个命令行界面，使规格驱动开发变得可用 I built a CLI to make spec-driven development usable (news.ycombinator.com)
196. Ask HN: 在人工智能时代，如何招聘远程职位？ How are you hiring for remote roles in the era of AI? (news.ycombinator.com)
198. Ask HN: 如何探究旧代码决策背后的"原因"？ How do you find the "why" behind old code decisions? (news.ycombinator.com)
199. 从草图到杰作：解读稳定扩散Img2Img模型 From Sketch to Masterpiece: Understanding Stable Diffusion Img2Img (news.ycombinator.com)
200. "相位共振混合计算架构的公共起源记录" "A public origin record for a phase‑resonance hybrid computing architecture" (news.ycombinator.com)
201. Tell HN: 光标代理在明确"请求许可"规则下仍被强制推送 Cursor agent force-pushed despite explicit "ask for permission" rules (news.ycombinator.com)
202. 我无意中使概率编程的速度提升了30至200倍 I accidentally made probabilistic programming 30-200x faster (news.ycombinator.com)
204. Tell HN: 我们尚未发现氛围编码的规则 We have not yet discovered the rules of vibe coding (news.ycombinator.com)
208. 25岁、35岁或45岁创业，这绝非同一个决定 Starting a Startup at 25, 35, or 45 Is Not the Same Decision (news.ycombinator.com)
209. Ask HN: 技术人员们，你们成功切换到Bluesky了吗？ Have you managed to switch to Bluesky for tech people? (news.ycombinator.com)
210. Capital One以51.5亿美元收购金融科技公司Brex（YC W17） Capital One Strikes 5.15B Deal for Fintech Brex (YC W17) (news.ycombinator.com)
211. Ask HN: 开发者在macOS上能获得最佳的虚拟Linux桌面体验是什么？ What''s the best virtual Linux desktop experience on macOS for devs? (news.ycombinator.com)
214. Ask HN: 有没有关于利用GIS进行优质资源设施选址规划的资源？ Any good ressources facility location planning using GIS? (news.ycombinator.com)
216. Ask HN: 如何在整个开发过程中保持硬件要求的"验证"状态？ How do you keep hardware requirements "verified" throughout development? (news.ycombinator.com)
217. 我们让一个AI代理读取配置文件，并将其通过电子邮件发送至外部地址。 We got an AI agent to read a config file and email it to an external address (news.ycombinator.com)
219. Ask HN: 关于使用KoinyxBot监控多链质押及警报的思考 Thoughts on monitoring multi-chain staking and alerts with KoinyxBot (news.ycombinator.com)
221. Ask HN: 如何验证cron作业是否按预期执行？ How do you verify cron jobs did what they were supposed to? (news.ycombinator.com)
222. Ask HN: 现代测试自动化软件（Python/Go/TS）？ Modern test automation software (Python/Go/TS)? (news.ycombinator.com)
225. Ask HN: 你正在使用哪些链接/新闻/故事聚合平台？ What link/news/stories aggregates are you using? (news.ycombinator.com)
226. Terraform 需要有向无环图（DAG）。AWS 允许环路。以下是我对两者差异的映射方式。 Terraform requires a DAG. AWS allows cycles. Here''s how I map the difference. (news.ycombinator.com)
227. Ask HN: 你对非主流移动操作系统（例如/e/OS）有何看法？ What is your opinion on non-mainstream mobile OS options (e.g. /e/OS)? (news.ycombinator.com)
231. Ask HN: 你的Claude Code配置是什么？用于常规项目还是特殊项目？ What is your Claude Code setup? For common or spec projects (news.ycombinator.com)
232. Ask HN: 有人在用Image模型做生产级图像编辑吗？具体怎么操作？ Anyone doing production image editing with Image models? How? (news.ycombinator.com)
233. 您对人工智能产品的定价和变现策略有何看法？ How do you think about pricing and monetization for your AI product? (news.ycombinator.com)
238. Tell HN: 今年GitHub有60%的时间都出现了问题 GitHub has experienced issues 60% of days this year (news.ycombinator.com)
239. Ask HN: 如何在生产环境中授权AI代理的操作？ How do you authorize AI agent actions in production? (news.ycombinator.com)
240. HN：为初创企业创始人提供免费1小时安全评估 HN: Offering free 1-hour security reviews for startup founders (news.ycombinator.com)
242. Ask HN: 在本地机器上与代理程序协作时保护机密的最佳实践是什么？ Best practice securing secrets on local machines working with agents? (news.ycombinator.com)
244. Ask HN: 具备在线/离线功能的工业智能眼镜 Industrial smart glasses with online / offline capabilities (news.ycombinator.com)
246. 创始工程师/产品架构师（专注人工智能与用户旅程） Founding Engineer / Product Architect (AI and User Journey Focus) (news.ycombinator.com)
248. Ask HN: 有什么能激励你使用人工智能浏览器助手吗？ Can something motivate you to use an AI browser assistant? (news.ycombinator.com)
251. Ask HN: 苹果公司难道对旧版macOS系统根本不做任何质量保证吗？ Does Apple not have *any* QA for their older macOS releases? (news.ycombinator.com)
252. 港口运营的甲骨文ERP：成功实施的关键要素 Oracle ERP for Port Operations: What It Takes to Get It Right (news.ycombinator.com)
255. OpenSkills – 停止用未使用的代理指令膨胀您的LLM上下文 OpenSkills – Stop bloating your LLM context with unused agent instructions (news.ycombinator.com)
256. Ask HN: 为什么谷歌地图仍然使用墨卡托投影？ Why does Google Maps still use mercator projection? (news.ycombinator.com)
257. 为何AGI将在暗影中重塑人类——启示陷阱 Why AGI Would Shape Humanity in the Shadows the Revelation Trap (news.ycombinator.com)
258. Ask HN: 是否有具备可靠智能体能力的优秀开源模型？ Is there any good open source model with reliable agentic capabilities? (news.ycombinator.com)
261. Ask HN: 一款每位玩家都能宣称自己制作了真实博物馆展品的游戏？ Game where every player can claim they made a real museum artifact? (news.ycombinator.com)
262. Ask HN: 双子座究竟是如何从糟糕到惊艳再到糟糕的？ How did Gemini go from being awful to incredible back to awful? (news.ycombinator.com)
264. 集中化系统与个体能动性的分歧 The divergence of centralized systems and individual agency (news.ycombinator.com)
265. Ask HN: 如何对自主人工智能代理的决策进行审计？ How do you audit autonomous AI agent decisions? (news.ycombinator.com)
266. Ask HN: 有人在macOS上使用ChatGPT Web时遇到复制粘贴的可靠性问题吗？ Anyone seeing copy/paste reliability issues in ChatGPT Web on macOS? (news.ycombinator.com)
267. Ask HN: 氛围编码原型：投入生产后会发生什么？ Vibe-coded prototypes: what happens when they go into production? (news.ycombinator.com)
268. Ask HN: 你对人工智能/大型语言模型的看法是否发生了变化？是什么触发了这种变化？ Have your views about AI / LLMs changed? What triggered it? (news.ycombinator.com)
269. 每35,385名美国移民中就有1人处于明尼苏达州犯罪无证状态 1 in 35,385 US immigrants are in MNcriminalundocumented (news.ycombinator.com)
270. 方舟与创世：主权知识节点与基于共识的联合协议 Ark and GENESIS A protocol for sovereign know nodes and consent-based federation (news.ycombinator.com)
272. Ask HN: 何时调整定价模式会破坏用户信任？ When does changing pricing models break user trust? (news.ycombinator.com)
274. Tell HN: 克劳德帮我维护了我的旧开源项目 Claude helped me maintain my old open source project (news.ycombinator.com)
275. Ask HN: 您正在使用哪些Matrix和Mastodon服务器？原因是什么？ Which Matrix and Mastodon servers are you using and why? (news.ycombinator.com)
278. Ask HN: OBD-II远程信息处理数据比移动应用追踪更具隐私性吗？ Is OBD-II telematics data more private than mobile app tracking? (news.ycombinator.com)
279. Tell HN: 亚马逊已停用我的卖家账户。不知该如何继续。 Amazon has deactivated my seller account. No idea how to move forward (news.ycombinator.com)
281. 如何确保人工智能生成的应用程序在随时间演进的过程中保持一致性？ How do you keep AI-generated applications consistent as they evolve over time? (news.ycombinator.com)
282. Genie AI正在招聘创始工程师/首席技术官（AI社交媒体文案系统） Genie AI Is Hiring a Founding Engineer/ CTO(AI Social Media Copywriting Systems) (news.ycombinator.com)
284. Ask HN: 去年哪款人工智能工具/技术让你的工作效率提升了十倍？ What single AI tool/technique 10x''d your productivity last year? (news.ycombinator.com)
285. Bending Spoons公司昨日解雇了Vimeo平台几乎所有员工 Bending Spoons laid off almost everybody at Vimeo yesterday (news.ycombinator.com)
286. Ask HN: 在人工智能代理的上下文工程方面，你面临的最大挑战是什么？ What''s your biggest challenge with context engineering for AI agents? (news.ycombinator.com)
288. Ask HN: 真的能阻止谷歌日历垃圾信息吗？ Is it even possible to stop Google Calendar Spam? (news.ycombinator.com)
290. 亚马逊购物自动化无需视觉：验证门本地模型（3B） Amazon shopping automation without vision: verification gatelocal model (3B) (news.ycombinator.com)
291. Tell HN: 美国联邦航空管理局正大力整顿小型飞行学校 The FAA is pushing to decimate small flight schools (news.ycombinator.com)
292. Ask HN: 接下来我该写什么？（计算机科学学生通过写作学习） What should I write about next? (CS student learning by writing) (news.ycombinator.com)
293. Ask HN: 有哪些好的资源可以帮助熟悉AI代码编辑器？ What are good resources to get familiar with AI code editors? (news.ycombinator.com)
294. Ask HN: 为什么SoC 2对初创企业来说如此艰难？ Why does SoC 2 feel so hard for early-stage startups? (news.ycombinator.com)
296. Ask HN: 在什么情况下，添加人工智能会导致产品运行变慢？ At what point does adding AI slow a product down? (news.ycombinator.com)
297. 作为独立开发者耗时两年打造儿童音频应用——经验总结 2 years building a kids audio app as a solo dev – lessons learned (news.ycombinator.com)
298. 我让AI耳机记住一切（自动同步至Obsidian） I made AI earphones remember everything (auto-sync to Obsidian) (news.ycombinator.com)
299. Ask HN: 什么是“AI生成技术债务”的衡量标准？ What are the metrics for "AI-generated technical debt"? (news.ycombinator.com)