1. Ask HN: 2026年，初创企业如何在欧洲取得成功？ How can a new startup succeed in Europe in 2026? (news.ycombinator.com)
2. 在50,000份文档上运行了5,000次查询，以理解文件式与向量式RAG的争议 Ran a 5k queries on 50k documents to understand the file vs. vector RAG debate (news.ycombinator.com)
3. Ask HN: 为什么在PR阶段审查愚蠢的bug仍然有意义？ Why does it still make sense to review stupid bugs at PR time? (news.ycombinator.com)
4. iKKO携手联发科与SIMO推出MindOne iKKO Partners with MediaTek and SIMO to Launch MindOne (news.ycombinator.com)
5. MultiLang‑ASM：面向儿童、学生及内核开发者的通用汇编平台 MultiLang‑ASM:A Universal Assembly Platform for Kids,Students,Kernel Developers (news.ycombinator.com)
8. Ask HN: 你是否担心且在意人工智能窃取你的代码/机密？ Are you worried, and care, about AI stealing your code/secrets? (news.ycombinator.com)
9. KR Customizer Shopify 产品配置器与实时预览 KR Customizer Shopify Product Configurator and Live Preview (news.ycombinator.com)
10. 初创企业和创业者最佳商业计划书软件？ Best Business Plan Software for Startup and Entrepreneur? (news.ycombinator.com)
11. Cyber——一款适用于网络安全与自动化的多功能编程语言 Cyber – A versatile programming language for cybersecurity and automation (news.ycombinator.com)
12. MailPilot——让代理程序自动工作，您只需发送邮件即可轻松处理事务 MailPilot - get outside while your agents work and you email them (news.ycombinator.com)
22. 观点：为何科技领袖无法在发布人工智能前对其进行监管？ Opinion: Why tech leaders can''t regulate AI before releasing them? (news.ycombinator.com)
23. Ask HN: 为模型提供持续上下文的最佳方式是什么？ What is best way to provide continuous context to models? (news.ycombinator.com)
24. Reelive.ai——让谷歌的人工智能触手可及 Reelive.ai – Making Google''s AI Accessible to Everyone (news.ycombinator.com)
26. Cloudflare的滥用报告系统失灵，且缺乏人员审查问题 Cloudflare''s broken abuse report system AND lack of staff to review issues (news.ycombinator.com)
27. Ask HN: 表单历史记录控制功能很棒。为什么Firefox不整合它？ Form History Control is great. Why doesn''t Firefox integrate it? (news.ycombinator.com)
28. Ask HN: 如何找到一份不限美国籍、优先考虑远程工作的职位？ How do you find a non-US only, remote first job? (news.ycombinator.com)
29. Ask HN: 2026年Go语言HTTP API开发的最佳配置方案？ Best setup for Golang HTTP API development in 2026? (news.ycombinator.com)
32. 小型物业管理团队如何处理租户文件的数据录入？ How do small property management teams handle data entry from tenant documents? (news.ycombinator.com)
33. CMV：若朝鲜没有核武器，它就会沦为另一个委内瑞拉 CMV: If North Korea didn''t have nuclear, it would have become another Venezuela (news.ycombinator.com)
34. Ask HN: 团队如何在超大规模供应商之外获取长期GPU算力？ How are teams sourcing long-term GPU capacity outside hyperscalers? (news.ycombinator.com)
35. Ask HN: 通过使用虚拟墓碑来降低城市墓地的视觉冲击力？ Make cemeteries in cities less offensive by using virtual headstones? (news.ycombinator.com)
36. Tell HN: 正确使用洗碗机减少了我和妻子的摩擦 Properly using dishwasher reduced friction with my wife (news.ycombinator.com)
38. Ask HN: 如何安全地为大型语言模型（LLMs）提供SSH/数据库访问权限？ How do you safely give LLMs SSH/DB access? (news.ycombinator.com)
39. Ask HN: 是否有证据表明人工智能编程助手正在帮助开源项目？ Any evidence AI coding assistants are helping open source projects? (news.ycombinator.com)
41. 差异文件对人工智能辅助的代码修改还有用吗？ Are diffs still useful for AI-assisted code changes? (news.ycombinator.com)
46. Ask HN: 对一种规格优先经济协议的批判性评估 Critical review of a spec-first economic protocol (news.ycombinator.com)
48. 关于将Xorg现代化为纯协议图形层的提案 A Proposal to Modernize Xorg as a Protocol-Only Graphics Layer (news.ycombinator.com)
54. Tell HN: 在推出产品时，目标受众是谁/在哪里至关重要 When launching products who/where your audience is matters (news.ycombinator.com)
55. Ask HN: 为什么软件开发人员不使用后台编码代理？ Why are software developers not using Background coding agents? (news.ycombinator.com)
56. Ask HN: 人工智能能否通过突出显示用户名来阻止社交媒体的衰落？ Could AI prevent the decline of social media by highlighting usernames? (news.ycombinator.com)
57. 我开发了一个内置本地AI的邮件客户端。要开源吗？ I built an email client with local AI. open source it? (news.ycombinator.com)
59. Ask HN: 个人网站登上Reddit热门版，纽约市餐厅清单 Personal website featured on HN, list of restaurants in NYC (news.ycombinator.com)
62. Tell HN: 我将macOS系统从Tahoe降级到了Sequoia I Downgraded from macOS Tahoe to Sequoia (news.ycombinator.com)
63. 有人遇到领英（网页端）加载问题吗？ Anyone experiencing loading problems with LinkedIn (web)? (news.ycombinator.com)
64. Lore，一个存储代码变更背后"原因"的推理引擎 Lore, A reasoning engine that stores the "why" behind code changes (news.ycombinator.com)
66. Ask HN: 为什么谷歌仍为网络钓鱼者提供开放重定向？ Why does Google still provide an open redirect for phishers? (news.ycombinator.com)
68. Ask HN: 关于如何在面对国家行为体时保持匿名的思考？ Thoughts on maintaining anonymity against state-level actors? (news.ycombinator.com)
71. 我已在人工智能聊天机器人内部创建了一个网站前端的原型。 I''ve created a prototype for the front-end of a website inside an AI chatbot (news.ycombinator.com)
72. Ask HN: 如何在人工智能时代发掘空白领域与机遇？ How to find gaps and oppurtunities in the AI era? (news.ycombinator.com)
74. Ask HN: 在没有中央权威的情况下长期保存知识 Preserving knowledge long-term without a central authority (news.ycombinator.com)
76. Ask HN: 你们如何在生产系统中防止大型语言模型的幻觉现象？ How are you preventing LLM hallucinations in production systems? (news.ycombinator.com)
77. ADHD。你如何应对源源不断的思绪和想法？ ADHD. How do you manage the constant stream of thoughts and ideas? (news.ycombinator.com)
78. Tell HN: 来自Anthropic的邮件："请分享您对体验的反馈" Email from Anthropic "Share your feedback on your experience" (news.ycombinator.com)
80. 我们打造了"金融应用界的Excel"，但增长却未如预期。下一步该怎么办？ We built the "Excel of Finance Apps," but the growth isn''t there. Next move? (news.ycombinator.com)
85. 我与人工智能关于癌症的闲聊，催生了名为"Onco-Bus"的内部原型项目。 My casual chat with AI about cancer led to an internal prototype named"Onco-Bus" (news.ycombinator.com)
88. 英特尔可能引爆主机战争（如果它有胆量的话） Intel could blow up the Console Wars (if it had the guts) (news.ycombinator.com)
89. Ask HN: 还有人觉得人形机器人是个泡沫吗？ Does anyone else think that humanoid robots is a bubble? (news.ycombinator.com)
90. Ask HN: Vxlan 通过 WireGuard 还是 WireGuard 通过 Vxlan？ Vxlan over WireGuard or WireGuard over Vxlan? (news.ycombinator.com)
92. 谁还记得2017年定价调整前AWS Spot实例的竞拍时代？ Who remembers AWS Spot''s auction era before the 2017 pricing change? (news.ycombinator.com)
93. Ask HN: 如果你银行里有1000万美元，你还会去上班吗？ If you had 10M in the bank, would you still show up to your job? (news.ycombinator.com)
94. Tenor即将关闭——替代方案KLIPY在此 Tenor is shutting down – here''s the alternative KLIPY (news.ycombinator.com)
95. Ask HN: 伊朗互联网中断120小时，手机服务恢复。如何保持韧性？ Iran''s 120h internet shutdown,Phones back. How to stay resilient? (news.ycombinator.com)
96. Ask HN: 哪些是真正成功的免费增值产品案例？ What are real success stories of ungated freemium products? (news.ycombinator.com)
97. Eleva.js——一个仅2.3KB的JavaScript框架，支持信号机制且不使用虚拟DOM Eleva.js – A 2.3KB JavaScript framework with signals and no virtual DOM (news.ycombinator.com)
98. 向HN提问：500次被引的欧盟计算机科学硕士，困在低信任度地区。如何突破？ Ask HN:500 citation EU MSc CS, stuck in a low-trust region. How to move forward? (news.ycombinator.com)
99. Ask HN: 招募Windows平台会议检测引擎开发者 Looking for Windows contributors for meeting-detection engine (news.ycombinator.com)
101. Ask HN: 像Reddit这样庞大的平台，究竟是如何倒下的？ How does someone the size of Reddit, go down? (news.ycombinator.com)
104. 实验：利用NotebookLM作为冷嘲热讽的代码审查员（通过自定义提示） Experiment: Using NotebookLM as a cynical code reviewer (via custom prompts) (news.ycombinator.com)
106. "人工智能氛围编码"是否正在让真实企业内部的原型设计变得更糟？ Is "AI vibe coding" making prototyping worse inside real companies? (news.ycombinator.com)
108. Ask HN: 为何像MT7902这样的"仅限Windows系统"的WiFi芯片仍在生产？ Why are "Windows-only" WiFi chips like the MT7902 still being produced? (news.ycombinator.com)
109. Ask HN: 是什么原因促使你在生产环境中重新采用HTML转PDF方案？ What made you move back to HTML-to-PDF in production? (news.ycombinator.com)
110. Ask HN: 关于某位CEO对留下反馈的用户大发雷霆的故事？ Story about a CEO going off on a user who left feedback? (news.ycombinator.com)
112. （伊朗关闭IPv6服务）杰克·多尔西早有预见 (IPv6 shutdown in Iran) Jack Dorsey saw this coming (news.ycombinator.com)
113. Ask HN: 如何防止AI代理在生产环境中失控？ How do you prevent AI agents from going rogue in production? (news.ycombinator.com)
114. Salesforce、SAP 还是 ServiceNow：哪个最易被颠覆？ Salesforce, SAP, or ServiceNow: Which Is Most Ripe for Disruption? (news.ycombinator.com)
115. Ask HN: Salesforce、SAP 还是 ServiceNow：哪个最易被颠覆？ Salesforce, SAP, or ServiceNow: Which Is Most Ripe for Disruption? (news.ycombinator.com)
116. 苹果与谷歌宣布建立人工智能合作关系，却将AI拼写错误 Apple and Google''s AI partnership announcement spells AI wrong (news.ycombinator.com)
119. Yarbo在2026年国际消费电子展上推出适用于普通家庭的全新模块化庭院机器人 Yarbo Unveils New Modular Yard Robots at CES 2026 for Everyday Homes (news.ycombinator.com)
120. Tell HN: 由人工智能创作的病毒式爆款，过去几天在Spotify上获得1000万次播放 Viral Hit Made by AI, 10M listens on Spotify last few days (news.ycombinator.com)
121. 在低级开发和后端开发之间感到困惑——需要指导 Confused between lowlevel and back end development – need guidance (news.ycombinator.com)
122. 遗留代码现代化——结构化流程，交付即付费 Legacy code modernization – structured process, pay on delivery (news.ycombinator.com)
124. Ask HN: 浏览器使用，Skyvern或其他工具用于目录提交自动化 Browser Use, Skyvern or Other for Automating Directory Submission (news.ycombinator.com)
125. Ask HN: 在学习不熟悉的代码时，你如何使用AI工具？ How do you use AI tools when learning unfamiliar code? (news.ycombinator.com)
130. Ask HN: 基础设施团队——合规方面最令你们头疼的问题是什么？ Infrastructure teams – what''s your biggest compliance headache? (news.ycombinator.com)
131. 沙盒化你的LLM命令行代理——Reddit最佳解决方案集锦 Sandboxing Your LLM CLI Agent – Best Solutions Gathered by HN (news.ycombinator.com)
133. 专为创作者打造的粉色美学壁纸中心，内置AI编辑工具 A pink aesthetic wallpaper hub for makers/creators, with built-in AI edit tools (news.ycombinator.com)
134. Ask HN: 目前查询代码仓库的最佳解决方案是什么？ What''s the best solution to query a code repository as of today? (news.ycombinator.com)
136. Ask HN: 您是否为AWS支持付费？这笔费用是否物有所值？ Are you paying for AWS support, and is it worth the cost? (news.ycombinator.com)
137. HappyWish——为解决我反复遇到的问题而打造的人工智能工具 HappyWish – An AI tool I built for a problem I kept having (news.ycombinator.com)
138. 讲师指导培训与自主学习有何区别？ What''s the difference between instructor-led training and self-paced learning? (news.ycombinator.com)
139. 人工智能会取代资深工程师，还是会改变他们的工作内容？ Will AI replace senior engineers, or will it change what they do? (news.ycombinator.com)
143. 我厌倦了为秘密圣诞老人收集邮箱地址，于是就建了这个。 I got tired of collecting emails for Secret Santa, so I built this (news.ycombinator.com)
144. 不讨喜的观点：Bootstrap比Tailwind更优秀的前端框架 Unpopular Opinion: Bootstrap is a better front-end framework than Tailwind (news.ycombinator.com)
145. Ask HN: 如何在现有的GitLab CI/CD管道中利用AI代理？ How can we make use of AI agents with existing GitLab CI/CD pipelines? (news.ycombinator.com)
147. Ask HN: 仅限从事科学研究的人员，您如何从人工智能中获益 Only people who work in scientific research, how you benefit from AI (news.ycombinator.com)
148. Ask HN: 适用于自行托管的OCR方案推荐，用于从图像中提取代码 Recommendations for self hostable OCR to extract code from images (news.ycombinator.com)
149. 无处不在的大型语言模型——环境式大语言模型如何瓦解安全策略 Living with LLMs Everywhere – How Ambient LLMs Negate Security Policy (news.ycombinator.com)
151. Tell HN: DigitalOcean的托管服务在更新后相互冲突 DigitalOcean''s managed services broke each other after update (news.ycombinator.com)
154. Ask HN: 推测一种假设性的网络攻击，该攻击将利用人工智能技术 Speculate About a Hypothetical Cyber Exploit That Would Leverage AI (news.ycombinator.com)
155. 我开发了一个数据摄取引擎，只因厌倦了重复性工作 I built an ingestion engine because I hate mundane tasks (news.ycombinator.com)
157. YC联合创始人匹配收件箱陷入无限加载循环——还有其他人遇到吗？ YC Cofounder Matching inbox stuck in infinite loading loop – anyone else? (news.ycombinator.com)
159. Tell HN: Mattermost升级至v11版本后强制实施10,000条界面消息限制 Mattermost "upgrade" to v11 enforces 10k UI message limit (news.ycombinator.com)
160. Ask HN: 伊朗已断网100小时。我们"技术上"能做什么？ Iran has now been offline for 100 hours. What can we "technically" do? (news.ycombinator.com)
161. Ask HN: 1999年Hotmail密码泄露事件的肇因是什么？ What caused the 1999 Hotmail eh password breach? (news.ycombinator.com)
162. Tell HN: Azure Artifact Signing 不再需要三年纳税记录 Azure Artifact Signing no longer requires 3 years of tax history (news.ycombinator.com)
163. 为什么现在有这么多图片采用不寻常的文件格式？ Why are so many images now in unusual file formats? (news.ycombinator.com)
164. Ask HN: 我该关闭这个运营了20年的SaaS副业吗？ Should I shutdown my 20 year old SaaS sideline? (news.ycombinator.com)
165. Ask HN: 观察到同伴们在健身方面的行为 Observed a behaviour amongst my peers around Fitness (news.ycombinator.com)
166. Tell HN: 我找到了那篇引发YC/HN对斯沃茨集体抵制的文章 I found the article that is the cause of the YC/HN Swartz blackout (news.ycombinator.com)
167. 还有谁想要的是深度对话——而不是又一段需要经营的关系？ Does anyone else want good conversations – not another relationship to maintain? (news.ycombinator.com)
170. Ask HN: 你在2025年学到了哪些数字营销技巧？ What digital marketing tips did you learn in 2025 (news.ycombinator.com)
171. Ask HN: 管理人工智能功能与传统编程在根本上是否存在差异？ Is managing AI features fundamentally different from traditional coding? (news.ycombinator.com)
175. Ask HN: 我开发了一款能识别AI SEO的工具。我该加倍投入吗？ I built a tool that is catching AI SEO of its own. Should I double down? (news.ycombinator.com)
176. Ask HN: 你目前最喜欢使用哪个Go语言Web框架？为什么？ Which Go web framework do you enjoy using most today and why? (news.ycombinator.com)
179. Ask HN: 你为自己的健康和福祉定期做些什么，并为此感到自豪？ What are you proud of about doing for you health and wellness regularly? (news.ycombinator.com)
181. Ask HN: 你认为程序员在编程过程中能获得的最大快乐是什么？ What do you think is the most joy a programmer can have in programming? (news.ycombinator.com)
182. 大多数公司并非在人工智能领域失败——而是在尚未起步时就已败北。 Most Companies Don''t Fail at AI – They Fail Before It Even Starts (news.ycombinator.com)
183. Tell HN: Opus 4.5 表现如此出色，以至于盖过了其他大型语言模型的风头。 Opus 4.5 is so good that it outshadowed other LLMs (news.ycombinator.com)
184. Ask HN: 大型语言模型供应商是否在故意降低模型质量？ Are LLM providers making LLMs worse on purpose? (news.ycombinator.com)
185. 你花了多少时间在尝试运行一个新的GitHub仓库上？ How much time do you waste trying to run a new GitHub repo? (news.ycombinator.com)
187. Ask HN: 为什么多智能体系统基于工作流？是否存在其他模型？ Why are multi-agent systems workflow-based? Are there other models? (news.ycombinator.com)
188. 讨论：共享状态破坏了大多数分布式多智能体系统 Discussion: Shared state breaks most distributed multi-agent systems (news.ycombinator.com)
191. 测试LangChain代理时发现，在对抗性输入下其失败率高达95%。 Testing a LangChain agent revealed a 95% failure rate on adversarial inputs (news.ycombinator.com)
193. 谷歌的通用商务协议旨在实现购物的AI原生化 Google''s Universal Commerce Protocol aims to make shopping AI-native (news.ycombinator.com)
194. Ask HN: 何时需要使用分类账运行时而非数据库？ When do you need a ledger runtime instead of a database? (news.ycombinator.com)
195. Ask HN: 哪些业务流程每周仍在浪费时间？ What business processes still waste time every week? (news.ycombinator.com)
196. 升级链接——开源一体化跨平台应用升级系统 UpgradeLink – An Open-Source All-in-One Cross-Platform App Upgrade System (news.ycombinator.com)
197. 来自被忽视之梦的求救信号：无界计划正在呼唤黑羊 SOS from the Dream They Overlooked: Project NoBounds Is Calling the Black Sheep (news.ycombinator.com)
198. Tell HN: Apple Podcasts的自动下载功能极其不可靠，简直毫无用处 Auto-download in Apple Podcasts is so unreliable it''s basically useless (news.ycombinator.com)
199. Ask HN: 是否有活跃的数据库/系统论文读书会？ Any active databases / systems paper reading group? (news.ycombinator.com)
200. Ask HN: 有人在AI语音通话中构建过支付流程吗？ Has anyone built payment flows inside AI voice calls? (news.ycombinator.com)
202. Ask HN: 如何实现美学照片裁剪的自动化？（计算机视觉/人工智能） How to automate aesthetic photo cropping? (CV/AI) (news.ycombinator.com)
208. Ask HN: 在社交媒体上维持疏远的联系有意义吗？ Is there a point to maintaining distant connections on social media? (news.ycombinator.com)
210. Ask HN: 获取旧款语音合成器ROM的诀窍？ Tips for getting the ROM for an old speech synthesizer? (news.ycombinator.com)
212. QR Spaces——一个二维码和自定义域名，即可分享所有链接 QR Spaces – One QR and custom domain to share all your links (news.ycombinator.com)
214. Ask HN: macOS Tahoe的修复是否足够完善，可以更新了？ Has macOS Tahoe been fixed enough to update to? (news.ycombinator.com)
216. Ask HN: 您如何平衡AI编程工具与初级开发者的成长？ How are you balancing AI coding tools with junior developers growth? (news.ycombinator.com)
217. 商业决策中缺失的一环：正确的预诊断 The missing step in business decisions: proper pre-diagnosis (news.ycombinator.com)
221. 人工智能语音聊天之所以失效，是因为它们从不打断对话——这点至关重要 AI voice chats are broken because they never interrupt–here''s why it matters (news.ycombinator.com)
222. Ask HN: 为什么招聘平台没有签证担保筛选功能？ Why don''t job platforms have visa sponsorship filters? (news.ycombinator.com)
223. 一款从公开论坛帖子中聚合真实用户痛点的工具 A tool that clusters real user pain from public forum posts (news.ycombinator.com)
225. 为何增长如履重地：25名员工时的复杂性临界点 Why Growth Feels Like Drag: The Complexity Threshold at 25 Employees (news.ycombinator.com)
226. 为散户交易者构建期权投资组合追踪器的经验分享 What I learned building an options portfolio tracker for retail traders (news.ycombinator.com)
227. Ask HN: 你是否对身为软件工程师这件事产生了存在主义的困惑？ Are you having existential questions about being a software engineer? (news.ycombinator.com)
229. 最令人满意的工作流程：使用Qwen和DeepDiagramAI实现实时信息图表 The Most Satisfying Workflow: Real-Time Infographics with Qwen and DeepDiagramAI (news.ycombinator.com)
230. 经济在变得低效的同时还能保持稳定吗？ Can an economy remain stable while becoming inefficient? (news.ycombinator.com)
231. Python能够直接编码意义，而非仅仅代表它，而是将其具象化。 Python can encode meaning directly not represent it, embody it (news.ycombinator.com)
233. Ask HN: Manus.im（Meta）让我等了整整7天——这正常吗？ Manus.im (Meta) left me hanging for 7 days – is this normal? (news.ycombinator.com)
235. Ask HN: 我们是否过度思考了大型语言模型编写的代码的可维护性？ Are we overthinking maintainability of LLM written code? (news.ycombinator.com)
239. Ask HN: 资深软件工程师们，你们如何使用Claude Code？ Senior software engineers, how do you use Claude Code? (news.ycombinator.com)
240. Amazon Redshift 自动负载管理（AutoWLM）与服务质量分析（SQA）的内部机制及解读（兼论 CSC） Amazon Redshift AutoWLM and SQA internals plus commentary (and a bit on CSC) (news.ycombinator.com)
242. Ask HN: 在代码库审查前，将所有包含 simple 的变量替换为 complex？ Before codebase review, replace all vars containing simple with complex? (news.ycombinator.com)
243. Ask HN: 什么时候“笨”办法比高明方案更管用？ When has a "dumb" solution beaten a sophisticated one for you? (news.ycombinator.com)
245. Ask HN: 您使用哪些工具/工作流程来撰写技术书籍？ What tools/workflow do you use to write technical books? (news.ycombinator.com)
250. macOS Tahoe 26.2 随附的 Python 版本为过时的 3.9.6 版。 macOS Tahoe 26.2 ships with an outdated version of Python 3.9.6 (news.ycombinator.com)
251. Ask HN: 如何为多人游戏经验值/等级系统设计数据库架构？ How to design DB schema for multiplayer exp/level system? (news.ycombinator.com)
255. Ask HN: 你会为一个以隐私为先的社交平台付费吗？ Would you pay for a privacy-first social platform? (news.ycombinator.com)
257. Ask HN: 是否还有可能创办非人工智能初创公司？ Is there any scope of building a non AI startup? (news.ycombinator.com)
258. HTGS – 免费可视化邮件编辑器。发送反馈 HTGS – Visual Email Builder for Free. Send Feedback (news.ycombinator.com)
259. Ask HN: 自大型语言模型问世以来，您经营十余年的企业是持续增长还是日渐萎缩？ Has your 10 y.o. business been growing or shrinking since LLMs? (news.ycombinator.com)
260. Ask HN: 我应该学习Docker来在VPS上部署我的应用程序吗？ Should I learn Docker to deploy my app in VPS? (news.ycombinator.com)
261. 当人工智能使大多数人类劳动成为可有可无时，经济将面临何种局面？ What happens to an economy when AI makes most human labor optional (news.ycombinator.com)
262. Ask HN: 你经历过最棒的面试和招聘流程是什么？ What was your best interview and hiring process experience? (news.ycombinator.com)
264. Ask HN: 在个人理财应用中，最让你感到沮丧的是什么？ What frustrates you most about personal finance apps? (news.ycombinator.com)
267. 基于视觉的PDF解析器，用于验证Google Drive中的合同 A vision-based PDF parser to validate contracts in Google Drive (news.ycombinator.com)
270. Ask HN: 为何求职过程对优秀候选人而言也如此迷茫？ Why does job search feel so unclear even for strong candidates? (news.ycombinator.com)
271. Ask HN: 资深工程经理们：人工智能如何改变了你们的日常工作？ Senior engineering mngrs: how has AI changed your day-to-day work? (news.ycombinator.com)
272. Ask HN: 独立开发者在何时该从Vercel/Next.js迁移到VPS？ At what point does a solo dev migrate from Vercel/Next.js to a VPS? (news.ycombinator.com)
273. Ask HN: 什么会促使你从Gmail转用自建邮箱？ What would make you switch from Gmail to self-hosted email? (news.ycombinator.com)
274. Ask HN: 采用代理式人工智能管理硬件初创企业的保修服务？ Agentic AI to manage warranty for your hardware startup? (news.ycombinator.com)
275. Ask HN: 持续更新的公开可访问HN数据集？ Constantly updated publicly accessible HN dataset? (news.ycombinator.com)
279. 光标与克劳德代码：并行与专注，而非代码质量 Cursor vs. Claude Code: parallel vs. focus, not code quality (news.ycombinator.com)
281. 如何在没有源代码映射的情况下，将运行时文本映射回源代码？ How do you map runtime text back to source code without source maps? (news.ycombinator.com)
282. Ask HN: 种子轮融资后20个月，未完成A轮融资，可合理推测资金续航期不足3个月？ 20 months post-Seed, no Series A, safe to assume 3 months runway? (news.ycombinator.com)
283. Ask HN: 我开发了一个本地优先加密的密钥管理器——欢迎反馈！ I built a local-first encrypted secrets manager – feedback? (news.ycombinator.com)
285. HackLikeMe——具备6种专业智能体的AI开发安全运维命令行工具，行动前先思考 HackLikeMe – AI DevSecOps CLI with 6 specialized agents that think before acting (news.ycombinator.com)
287. Ask HN: 今年的CES主题演讲是否尤其糟糕？ Have CES keynotes been especially bad this year? (news.ycombinator.com)
288. Ask HN: 像智能助手这样的AI工具是否影响了你的工作动力？ Have AI tools like agents affected your motivation at work? (news.ycombinator.com)
290. 规划完成后，工作记录便散落在各种工具和人们的脑海中。 After planning, work history scatters across tools and people''s heads (news.ycombinator.com)
291. 如何利用微型数据集（200-1500万ARR）进行预测 How do you forecast with tiny datasets (2–15M ARR) (news.ycombinator.com)
292. 通过粘贴Excel数据批量重命名文件（客户端操作） Bulk rename files by pasting Excel data (client-side) (news.ycombinator.com)
293. Ask HN: 2026年，谁在运行本地人工智能工作站？ Who''s running local AI workstations in 2026? (news.ycombinator.com)
294. 动态定义的"正确性"：错误作为暂时的错位 A dynamic definition of being "right": error as a temporary misalignment (news.ycombinator.com)
295. 抽象陷阱：为何分层正在削弱你的模型 The Abstraction Trap: Why Layers Are Lobotomizing Your Model (news.ycombinator.com)
297. Ask HN: 通过死记硬背能学到哪些有用的技能？ What useful skills can be learned through rote memorization? (news.ycombinator.com)
298. Hermit-AI——一款离线、隐私优先的RAG聊天机器人，支持ZIM文件 Hermit-AI – An offline, privacy-first RAG chatbot for ZIM files (news.ycombinator.com)