1. Ask HN: 如何獲取免費/廉價克勞德和 AWS 信用點數 How to get free/cheap Claude and AWS credits (news.ycombinator.com)
3. Ask HN: 如何在沒有服務器的情況下處理 iOS 上的點對點發現？ How do you handle peer-to-peer discovery on iOS without a server? (news.ycombinator.com)
4. Ask HN: 在 Mac mini 上運行自主 AI CEO 3 個月（538 美元 MRR） 3 months running an autonomous AI CEO on a Mac mini (538 MRR) (news.ycombinator.com)
6. Ask HN: 如果你能終生掌握一種編程語言，你會選擇什麼？ If you could master one programming language for life, what would it be? (news.ycombinator.com)
8. SparkVSR：用關鍵幀控制視頻超分辨率 SparkVSR: Video Super-Resolution You Can Control with Keyframes (news.ycombinator.com)
10. 使用 WASM 的基於瀏覽器的自主基礎設施操作系統 A browser-based OS for autonomous infrastructure using WASM (news.ycombinator.com)
11. Ask HN: 蘋果公司因一名無賴員工而終止了我們的開發賬戶 Apple terminated our dev account over a rogue employee (news.ycombinator.com)
12. 我正在 VS Code 中重建 Markdown 編輯功能（希望得到反饋意見） I''m rebuilding Markdown editing in VS Code (would love feedback) (news.ycombinator.com)
13. Ask HN: 法學碩士商品化會迎來第二次人工智能熱潮嗎？是否首先需要破滅？ Will LLM-commodification usher a second AI-boom? Is bust required first? (news.ycombinator.com)
14. 我被解僱了，才意識到技術招聘是多麼的糟糕 I got laid off and realized how broken tech hiring is (news.ycombinator.com)
17. 在過去 6 個月裡，我一直在學習如何將枯燥乏味的工作自動化。 I spend the last 6 month Learning How to automate my boring Tasks with (news.ycombinator.com)
18. 35,0 具有 CS 背景，使用人工智能開發過實際應用程序，需要建議 35,0 CS background, built real apps with AI, need suggestion (news.ycombinator.com)
20. 確保未來人工智能代理自主的一個小缺口 A little gap that will ensure the future of AI Agents being autonomous (news.ycombinator.com)
21. 如果人工智能帶來了 90% 的生產率提升，你會解僱開發人員還是打造更好的產品？ If AI brings 90% productivity gains, do you fire devs or build better products? (news.ycombinator.com)
22. Ask HN: 上週你學到了什麼有趣的事情？ What was something interesting you learned last week? (news.ycombinator.com)
23. 微軟 MAI Image 2 有一些嚴重的侷限性 Microsoft MAI Image 2 has some serious limitations (news.ycombinator.com)
24. Ask HN: 在荒島上您最希望離線使用的軟件倉庫？ Top repos you''d want offline on a desert island? (news.ycombinator.com)
25. Tell HN: Microsoft365 "轉換為付費 "結賬默認為 25 個許可證 Microsoft365 "Convert to Paid" checkout silently default to 25 licenses (news.ycombinator.com)
26. Delve (Compliance) 是否犯有證券欺詐罪？ Did Delve (Compliance) Commit Securities Fraud? (news.ycombinator.com)
27. 有人知道重新啟動卡塔爾的氦氣工廠需要多長時間嗎？ Anyone know how long it will take to re-start Qatar''s helium plants? (news.ycombinator.com)
28. Ask HN: 尋找我在這裡的評論中讀到的一篇短篇小說的鏈接 Looking for a link to a short story I read in a comment here (news.ycombinator.com)
30. Neurotrace，我創建但從未使用過的擴展程序 Neurotrace, the extension I built but never used (news.ycombinator.com)
31. OS X Stats Nano - 超輕 macOS 菜單欄顯示器 (180 KB) OS X Stats Nano – Ultra-light macOS menu bar monitor (180 KB) (news.ycombinator.com)
33. Ask HN: 用於裸機服務器的 Latitude.sh / datapacket.com？ Latitude.sh / datapacket.com for bare metal servers? (news.ycombinator.com)
34. 我製作了這款名為 "心靈影響實驗室 "的應用程序，用於實驗意識假設 I made this app ''Mind Influence Lab'' for experimenting consciousness hypothesis (news.ycombinator.com)
35. Ask HN: 需要知識產權律師處理 DMCA/開放源代碼許可糾紛 Need IP attorney for DMCA/open-source licensing dispute (news.ycombinator.com)
36. 人工智能應用程序的問題：模型質量與商業模式息息相關 The problem with AI apps: your model quality is tied to a business model (news.ycombinator.com)
37. Ask HN: 有 Vim/Nvim 優先編碼代理/擴展嗎？ Any Vim/Nvim-first coding agents/extension? (news.ycombinator.com)
41. Ask HN: 實時傳感器數據的離線預測模型？ Offline forecasting model to real-time sensor data? (news.ycombinator.com)
43. Ask HN: 為什麼我們要對人工智能進行一對一的對話訓練，而不是小組動態訓練？ Why do we train AI on one-on-one dialogues instead of group dynamics? (news.ycombinator.com)
44. 人工智能代理是否像馮-漢默史坦那樣勤勞而愚蠢？ Are AI Agents like von Hammerstein''s industrious and stupid? (news.ycombinator.com)
48. Ask HN: 運行 LLM 和一般 NN 的最基本硬件 Good minimal hardware to run LLMs and general NNs (news.ycombinator.com)
49. Ask HN: 您最喜歡 Claude/agents.md 文件中的哪一行？ what’s your favorite line in your Claude/agents.md files? (news.ycombinator.com)
50. 送披薩的司機建立了三重操作系統，其中文件夾以 5% 的容量固化 Pizza delivery driver built triple OS where folders SOLIDIFY at 5% capacity (news.ycombinator.com)
52. 日本鐵路員工的性騷擾和日本的無障礙障礙 Sexual Harassment by Japan Railways Staff and Japan''s Accessibility Barriers (news.ycombinator.com)
53. Microsoft Clarity 是否會對所有標籤請求返回 503？ Microsoft Clarity returning 503 on all tag requests? (news.ycombinator.com)
57. Ask HN: 操作內存是人工智能代理架構中缺失的一層嗎？ Is operational memory a missing layer in AI agent architecture? (news.ycombinator.com)
58. Ask HN: 2026年，天使投資人和微型風投如何管理項目來源？ How are angels and micro-VCs managing deal flow in 2026? (news.ycombinator.com)
61. 兩難抉擇：伯克利分校的電氣工程與計算機科學系（EECS）與密歇根分校的國際商業教育項目（IBE）（涵蓋計算機科學及羅斯商學院） Dilemma. Berkeley EECS vs. Michigan IBE (CS and Ross school of business) (news.ycombinator.com)
62. Ask HN: 後端工程師（分佈式系統方向）尋求初創公司 Back end engineer (distributed systems) seeking early-stage startup (news.ycombinator.com)
65. Ask HN: 現在人人都忙著開發基於代理的命令行界面。有沒有相關的命令集合？ Everybody and their dog is building an agentic CLI. Any command bins? (news.ycombinator.com)
66. Glide-mq 是一款基於 Valkey Glide 的高性能、功能豐富的消息隊列 Glide-mq high performance, features rich, message queue based on valkey glide (news.ycombinator.com)
67. Ask HN: 過去幾年裡有哪些最重大的發現？ What are the greatest discoveries in the last few years? (news.ycombinator.com)
68. Ask HN: 我們是否應該向人工智能敞開心扉？為了獲得更好的結果？ Should we open our souls to AI? For better output? (news.ycombinator.com)
70. 新型區塊鏈支持訂閱和永久性智能合約 New blockchain type allows subscriptions and perpetual smart contracts (news.ycombinator.com)
71. Ask HN: 在 YC 申請的產品演示中使用 AI 配音和動畫卡通？ Using AI voiceover and animated cartoon for YC application product demo? (news.ycombinator.com)
73. Tell HN: 您的 AI 初創公司僅由一個 Next.js 頁面、OpenAI_API_KEY 以及 Stripe 發票組成 Your AI startup is a Next.js page, OpenAI_API_KEY, & Stripe invoice (news.ycombinator.com)
74. P26 有希望的申請（未被拒/未被錄用）有面試安排嗎？ P26 Promising Application (Not Rejected/Accepted) Any Interview? (news.ycombinator.com)
76. Ask HN: 一款芯片需要具備哪些特性才能在人工智能競賽中擊敗英偉達？ What features does a chip require to beat Nvidia in the AI race? (news.ycombinator.com)
77. 非馮·諾伊曼協調機制的現有技術及仿真結果 Prior art and simulation results for a non-von Neumann coordination (news.ycombinator.com)
78. Tell HN: H&R Block 稅務軟件會安裝一個 TLS 後門 H&R Block tax software installs a TLS backdoor (news.ycombinator.com)
80. Ask HN: 你如何利用大型語言模型（LLM）來學習一門新的編程語言？ How are you using LLMs to learn a new programming language? (news.ycombinator.com)
82. Ask HN: 獨立研究人員應該在哪裡發表關於機器學習的研究成果？ Where should an independent researcher publish work on ML? (news.ycombinator.com)
83. Ask HN: 有沒有辦法判斷某人是否屬於微軟合作伙伴網絡？ Is there a way to tell if somebody is in the Microsoft partner network? (news.ycombinator.com)
84. Ask HN: 我絕不希望我使用的任何一個大型語言模型參與發動戰爭 I don''t want a single LLM I use to be involved in making war (news.ycombinator.com)
86. OSS MCP Server for PostgreSQL：提交反饋，贏取樹莓派 OSS MCP Server for PostgreSQL: Give Feedback and Enter to Win a Raspberry Pi (news.ycombinator.com)
89. 結構摩擦：衡量人類協調成本的指標 Structural Friction: A metric for human coordination cost (news.ycombinator.com)
90. Ask HN: 您使用的是Pivotal Tracker的哪款繼任產品？ Which one of the Pivotal Tracker successors do you use? (news.ycombinator.com)
91. Ask HN: 是否應該允許人工智能代理自主花錢？ Should AI agents be allowed to spend money autonomously? (news.ycombinator.com)
92. 適用於 Claude Code 和 Cursor 的基於角色的 AI 角色包 Role-based AI persona packs for Claude Code and Cursor (news.ycombinator.com)
94. Ask HN: 你希望有人能重製哪款已下架的應用或遊戲？ Which dead app or game do you wish someone would rebuild? (news.ycombinator.com)
96. Ask HN: 您是如何處理金融人工智能代理的市場狀態驗證的？ How are you handling market-state verification for financial AI agents? (news.ycombinator.com)
97. Ask HN: 這是新常態、代溝，還是AI精神病疫情？ Is this the new normal, a generational gap, or an AI psychosis epidemic? (news.ycombinator.com)
98. Ask HN: 如何通過編程手段判斷一個大型語言模型（LLM）聽起來是否“太像人工智能”？ How do you programmatically evaluate if an LLM sounds "too AI"? (news.ycombinator.com)
99. Ask HN: 我們是否即將弄清楚大型語言模型（LLM）/智能體的記憶機制？ Are we close to figuring out LLM/Agent Memory (news.ycombinator.com)
101. Py-TokenGate – 面向 Python 3.12 的實驗性令牌管理併發模型 Py-TokenGate – experimental token-managed concurrency model for Python 3.12 (news.ycombinator.com)
102. Ask HN: 能否在 Hacker News 存檔中顯示贊/踩/舉報（延遲） Can we make up/downvotes/flags visible on Hacker News Archives (delayed) (news.ycombinator.com)
103. 我厭倦了猜測哪個本地 LLM 更好，於是開發了一個基準測試工具 I got tired of guessing which local LLM was better, I built a benchmarking tool (news.ycombinator.com)
105. Ask HN: “公開研究論文”鏈接失效：有人支持Google Scholar嗎？ Broken "Public Research Articles" Link: Any Support for Google Scholar? (news.ycombinator.com)
106. Ask HN: 為什麼評論區突然充斥著如此多的惡意言論？ Why do comment threads suddenly seem overwhelmingly bad faith? (news.ycombinator.com)
107. Ask HN: 資深獨立開發者，我們在哪裡能找到你們？ Solo Senior Developers, Where do we find you? (news.ycombinator.com)
109. Tell HN: 如果和經紀人合作就是這種感覺，那機器人，請把我的工作拿去吧 If working with agents means this, robots, please take my job (news.ycombinator.com)
110. Ask HN: 我們準備好迎接漏洞從代碼形式轉變為文字描述了嗎？ Are we ready for vulnerabilities to be words instead of code? (news.ycombinator.com)
111. Ask HN: 最新的大型語言模型在編程方面比你更厲害嗎？ Are the newest LLMs better than you at programming? (news.ycombinator.com)
112. 只需幾秒鐘，即可對社交媒體上的任何內容——視頻、圖片、帖子——進行事實核查 Fact-check anything you see on social media – videos, images, posts – in seconds (news.ycombinator.com)
113. Ask HN: 本地小型 LLM 配合重試機制與 STOA Frontier 相比，效果如何？ Local small LLM with retries vs. STOA Frontier, will it work? (news.ycombinator.com)
114. Ask HN: 移動應用是如何在未經許可的情況下追蹤用戶的？ How are mobile apps able to track users without permission? (news.ycombinator.com)
115. Ask HN: 我認為我改進了一個埃爾德什問題，該如何驗證呢？ I think I improved an Erdős problem how can I verify it? (news.ycombinator.com)
116. Ask HN: 你的 llms.txt 文件中有任何有趣的流量模式嗎？ Any interesting traffic patterns in your llms.txt? (news.ycombinator.com)
118. Ask HN: 如何僅利用 AI 實現 Vim 的標籤補全功能（不進行智能編碼）？ Best way to use Vim with AI for tab completion only (no agentic coding)? (news.ycombinator.com)
119. Ask HN: Z世代程序員想要具備抗壓能力，應該掌握哪一項技能？ What is one skill Genz programmers should have to become resilient? (news.ycombinator.com)
120. 歐洲地方政府向美國公司洩露公民數據 European municipalities leak citizen data to US companies (news.ycombinator.com)
122. Ask HN: 你如何及時查看自己帖子/評論下的回覆？ How do you keep up with replies to your posts/comments? (news.ycombinator.com)
123. Ask HN: 谷歌會因用戶使用 OpenClaw 配合 gws CLI 而停用賬戶嗎？ Is Google disabling accounts for using gws CLI with OpenClaw? (news.ycombinator.com)
124. Ask HN: 你對克勞德現在每天都受傷怎麼看？ What do you think about Claude going down every day now? (news.ycombinator.com)
127. CellState：React 並不是終端 UI 的瓶頸，輸出管道才是 CellState: React isn''t the terminal UI bottleneck, the output pipeline is (news.ycombinator.com)
128. 我開發了一個隱形的面試助手（沒錯，就像 Cluely 那樣——但更好） I built an invisible interview assistant (yes, like Cluely – but better) (news.ycombinator.com)
129. 防止代碼偏離：通過 vibe-coding 提交重要代碼的指南 Preventing agent drift: A guide to shipping serious code via vibe-coding (news.ycombinator.com)
130. Ask HN: Starlink的首次公開募股（IPO）究竟如何才能成功？ How could a Starlink IPO possibly work? (news.ycombinator.com)
131. Ask HN: WhatsApp 的群組語音聊天手勢算不算糟糕的用戶體驗？ Is WhatsApp''s group voice chat gesture bad UX? (news.ycombinator.com)
132. Ask HN: 為什麼將家庭網絡用作VPN的做法並不普遍？ Why isn''t using your home network as a VPN more common? (news.ycombinator.com)
133. Ask HN: 在微服務中如何進行代碼重構，同時又不破壞現有系統？ How do you vibe code in microservices without breaking everything? (news.ycombinator.com)
134. Ask HN: 從事創意工作的非開發者——你們自己開發過工具嗎？ Non-developers in creative work – have you built your own tools? (news.ycombinator.com)
135. AfterTheCall – 客戶通話的AI摘要與待辦事項 AfterTheCall – AI summaries and action items for client calls (news.ycombinator.com)
136. Mockline – 幾秒鐘內根據 OpenAPI 規範生成可運行的模擬 API Mockline – Spin up live mock API from OpenAPI specs in seconds (news.ycombinator.com)
137. 如果Ai在Ai的低質量視頻中植入了潛意識信息，會怎樣？ What if Ai is embedding subliminal messages in the Ai slop videos? (news.ycombinator.com)
138. Ask HN: 遊戲能幫助人們直觀地學習漢字嗎？ Could a game help people intuitively learn Chinese characters? (news.ycombinator.com)
139. Ask HN: 一個自籌資金的創業者應該投入多少資金，才能讓一個創意有公平的試水機會？ How much should a bootstrapper spend to give an idea a fair shot? (news.ycombinator.com)
140. Ask HN: 那些使用Kagi Small Web的網站正在破壞用戶體驗 The sites gaming Kagi Small Web are ruining the experience (news.ycombinator.com)
141. 與 lovable 等產品相比，使用 Claude Code API 不僅效果更好，而且成本更低 Using Claude Code API is better and cheaper than products like lovable (news.ycombinator.com)
142. 我們推出了一項引流福利，24小時內吸引了300名感興趣的用戶 We launched a lead magnet and got 300 people interested in 24 hours (news.ycombinator.com)
143. Ask HN: 在實際的移動應用中，BaaS 後端何時會成為瓶頸？ When do BaaS back ends become limiting in real mobile apps? (news.ycombinator.com)
145. 我開發了一款遊戲，玩家可以在遊戲中與AI機器人就消費者權益展開辯論 I built a game where you argue consumer rights against AI bots (news.ycombinator.com)
146. Ask HN: 儘管已採取補救措施，AWS 賬戶仍被限制了 18 小時（案例編號 177385077300217） AWS account restricted 18h despite remediation (Case 177385077300217) (news.ycombinator.com)
147. Ask HN: 如果不使用 Pandas 或 R，該如何處理寬錶轉長表？ How do you handle wide-to-long without Pandas/R? (news.ycombinator.com)
148. Ask HN: 對於長篇投稿，是否應該強制要求附上“tl;dr”？ Should a tl;dr be mandatory for long submissions? (news.ycombinator.com)
151. Ask HN: 你是否因為人工智能取代了某些軟件，而取消了相關訂閱？ Have you cancelled any software subscriptions because AI replaced them? (news.ycombinator.com)
153. 有人知道哪家公司的電動工具電池技術最出色嗎？ Does anyone know which company has the best tool battery technology? (news.ycombinator.com)
154. 削減功能以增強隱私保護，這是個好舉措嗎？ Reducing features to increase privacy, is this is good move? (news.ycombinator.com)
157. Ask HN: 在招聘前10名員工時，您會關注哪些方面？ What do you look for in your first 10 hires? (news.ycombinator.com)
158. 錨點：使用 SanDisk USB 設備進行基於硬件的身份驗證 Anchor: Hardware-based authentication using SanDisk USB devices (news.ycombinator.com)
159. TTal – 一種將 Claude Code 轉化為多智能體軟件工廠的命令行工具 TTal – CLI that turns Claude Code into a multi-agent software factory (news.ycombinator.com)
160. 如果你每月收入不到1萬美元，你的問題可能並非你所想的那樣 If you are not doing 10k per month, your problem is not what you think it is (news.ycombinator.com)
163. Meta裁員20%會導致虧損嗎？ Will Meta lose money by laying off 20% of its workforce? (news.ycombinator.com)
164. Ask HN: 面對一個自己珍視的項目，該如何抽身離開？ How do you walk away from a project you care about? (news.ycombinator.com)
165. Ask HN: 你上次在代碼中編寫函數是什麼時候？ When was the last time your wrote a function in your code? (news.ycombinator.com)
168. 共享數據庫並非模塊化的，它們只是一個弱點 Shared databases are not modular, they are just a weakness (news.ycombinator.com)
169. 我還能找到像早期Facebook那樣的社交平臺嗎？ Can I still find a social platform like early Facebook? (news.ycombinator.com)
172. GitHub 因我使用 Actions 驗證 VPN 節點而永久封禁了我的賬戶 GitHub permanently banned my account for using Actions to validate VPN nodes (news.ycombinator.com)
174. Ask HN: 你採取了哪些措施來防止技能退化？ How are you protecting yourself from skill atrophy? (news.ycombinator.com)
175. 我越是接觸人工智能（大語言模型），就越感到失望 The more I work with AI (LLMs) the more disillusioned I become (news.ycombinator.com)
177. Ask HN: 算法推薦內容是否從根本上與用戶意圖不符？ Are algorithmic feeds fundamentally misaligned with user intent? (news.ycombinator.com)
179. Ask HN: 能不能別再發關於Claude服務中斷的帖子了？ Can we please stop with the posts about Claude outages? (news.ycombinator.com)
180. Ask HN: 遇到嚴重的 iOS 漏洞時，你會採取什麼措施？ What is your way to go for serious iOS bugs? (news.ycombinator.com)
182. Ask HN: Windows 的“自動設置時間”功能需要正確的時間嗎？ Does Window''s "Set Time Automatically" feature require the correct time? (news.ycombinator.com)
184. 你如何處理開發者反覆提出的支持問題？ How do you handle repetitive developer support questions? (news.ycombinator.com)
185. MCP 服務器遭大規模分叉並重新發布——供應鏈攻擊途徑 MCP servers mass-forked and republished – supply-chain attack vector (news.ycombinator.com)
187. Ask HN: 在當今的大型語言模型中，如何區分提示問題與模型故障？ How do you distinguish prompt issues from model failures in LLMs today (news.ycombinator.com)
188. “人工智能”會引發妄想，還是隻是吸引那些本就深受其苦的人？ Does "AI" cause delusion, or just attract those aleady suffering? (news.ycombinator.com)
189. Ask HN: 你在日常生活中是如何使用人工智能代理的？ How do you use AI agents in your day to day life? (news.ycombinator.com)
190. UnTamper – 應用程序事件的加密可驗證審計日誌 UnTamper – cryptographically verifiable audit logs for app events (news.ycombinator.com)
192. 我開發了一個連接 iPhone 和 Mac 的工具，用於在兩者之間維持基於在線狀態的信任關係 I built an iPhone-to-Mac tool that maintains a presence-gated trust between them (news.ycombinator.com)
193. Ask HN: 還有人覺得葡萄牙的自由職業者稅務制度讓人摸不著頭腦嗎？ Anyone else found the Portuguese freelancer tax system impenetrable? (news.ycombinator.com)
194. Ask HN: 貴公司是如何管理內部人工智能代理的？ How is your company managing internal AI agents? (news.ycombinator.com)
196. 伊藤的《和諧》與尚未深入探討的對齊理論極端情況 Project Itohs Harmony and the under explored extremes of alignment theory (news.ycombinator.com)
197. Ask HN: 面對HN評論區裡自我宣傳的泛濫，我們該怎麼辦 What can we do about explosion of self promotion in HN comments (news.ycombinator.com)
198. 我開發了一個專用於處理移民申請文件的 A4 React 文檔編輯器 I built a specialized A4 React document editor for immigration dossiers (news.ycombinator.com)
199. Ask HN: 在將大型語言模型（LLM）代理投入生產使用時，你犯過的代價最慘重的錯誤是什麼？ What''s the costliest mistake you''ve made with LLM agents in production? (news.ycombinator.com)
200. 疑似針對 GitHub 貢獻者的加密貨幣空投騙局（OpenClaw / Claw） Likely Crypto Airdrop Scam Targeting GitHub Contributors (OpenClaw / Claw) (news.ycombinator.com)
201. Claude 到即時通訊工具的轉換技能：將 Claude 代碼/代碼集轉換為 Telegram、Discord 格式 Claude-to-IM Skill: Bridge Claude Code / Codex to Telegram, Discord (news.ycombinator.com)
203. Tell HN: Android 阻止用戶向某些應用授予權限 Android blocks users from granting permissions to some apps (news.ycombinator.com)
204. Ask HN: 關於我製作的一款間諜策略遊戲（《Sleeper Cells》）的反饋 Feedback on a spy strategy game I built (Sleeper Cells) (news.ycombinator.com)
205. Ask HN: 既然現在我們主要依靠提示，該如何編寫高質量的代碼？ How to write quality code if now we are mostly prompting? (news.ycombinator.com)
206. 隨著“精簡聚焦”戰略的調整，Deno公司出現多人離職，稱這是出於業務現實考慮 Multiple departures from Deno amid ‘lean focus’ shift, citing business realities (news.ycombinator.com)
207. Ask HN: 有什麼資源對你成為更好的創始人幫助最大？ What is the single best resource that made you a better founder? (news.ycombinator.com)
208. BetterKV – 一款基於Rust的多線程Redis替代方案，基準測試速度提升10至30倍 BetterKV – A multithreaded Rust Redis alternative, 10-30x faster in benchmarks (news.ycombinator.com)
209. Ask HN: 開源項目的分支是否能減輕作者的監管責任？ Does open source forking mitigate regulatory liability for the author? (news.ycombinator.com)
211. 技能管理器——管理 Claude、Cursor 和 Copilot 中的 AI 代理技能 Skills Manager – manage AI agent skills across Claude, Cursor, Copilot (news.ycombinator.com)
213. 生成式人工智能如何改變傳統的測試自動化生命週期？ How is Generative AI changing the traditional test automation lifecycle? (news.ycombinator.com)
214. Ask HN: 你讀過的最好的Substack文章是哪一篇？ What''s the best Substack essay you''ve ever read? (news.ycombinator.com)
215. 當您的 AI 代理需要在某個新服務上創建賬戶時，會發生什麼？ When your AI agent needs to create an account on a new service, what happens? (news.ycombinator.com)
216. BirdyChat – 一款支持語音轉文字功能的極簡主義 Telegram 原生實時聊天應用 BirdyChat – A minimalist Telegram-native live chat with voice-to-text feature (news.ycombinator.com)
217. Meta的“數字幽靈”專利與逝者毫無關係 Meta''s "digital ghost" patent has nothing to do with dead people (news.ycombinator.com)
218. Polycode – 一款自託管的 GitHub 機器人，可根據問題標籤運行 AI 代理工作流 Polycode – self-hosted GitHub bot that runs AI agent workflows from issue labels (news.ycombinator.com)
219. Ask HN: 有哪些工具可以按相關性和質量搜索ArXiv？ Tools for searching ArXiv by relevance and quality? (news.ycombinator.com)
220. Ask HN: 對於不一致的日期格式，你的處理策略是什麼？ What''s your strategy for inconsistent date formats? (news.ycombinator.com)
221. Ask HN: 每週在LLM代幣上燒掉10萬美元——你採取了哪些措施來削減成本？ Burning 100K/week on LLM tokens – what are you doing to cut costs? (news.ycombinator.com)
222. Ask HN: 我開發了一個幾何推理引擎——應該用什麼來測試它？ I built a geometric reasoning engine – what should I test it on? (news.ycombinator.com)
224. 管理人工智能的知識型員工的生產力出現斷崖式下跌，而非僅僅停滯不前 Knowledge workers managing AI show collapsed productivity, not just a plateau (news.ycombinator.com)
225. TrustAgentAI – MCP 工具調用的加密收據（不可否認性層） TrustAgentAI – Cryptographic receipts for MCP tool calls (non-repudiation layer) (news.ycombinator.com)
226. 我構建了一個運行時防護機制，用來阻止 AI 代理做出愚蠢的行為 I built a runtime guardrail that stops AI agents from doing dumb things (news.ycombinator.com)
227. 主動工程：人工智能時代可持續發展的框架 Active Engineering: A Framework for Sustainable Development in the AI Era (news.ycombinator.com)
229. [僅限 Tailscale；請忽略] 顯示 HN：Github.blog 無法訪問 [Only for Tailscale; disregard] Show HN: Github.blog Down (news.ycombinator.com)
230. 我的AI並沒有誤讀收據——它是從零開始偽造了一份 My AI didn''t misread a receipt – it fabricated one from scratch (news.ycombinator.com)
232. 現在你把所有事情都交給人工智能處理，收入是不是增加了？ Do you make more money now that you use AI for everything? (news.ycombinator.com)
233. Ask HN: “氛圍感”是否已成為求職的新硬性要求？ Is vibe coding a new mandatory job requirement? (news.ycombinator.com)
234. 針對實時工作負載優化 EMERALDWISDOM Optimizing EMERALDWISDOM for real-time workloads (news.ycombinator.com)
235. Bridge Bank – 自託管歐洲銀行與實際預算同步 Bridge Bank – self-hosted European Banks to Actual Budget sync (news.ycombinator.com)
236. Ask HN: 你認為ChatGPT在醫學領域何時會迎來其“高光時刻”？ When do you think the ChatGPT moment will be for medicine? (news.ycombinator.com)
237. “我分析了10個主要的開源軟件倉庫，以瞭解其開發方向的偏離情況——每個倉庫都存在問題。” I analyzed 10 major OSS repos for development drift – every one had issues" (news.ycombinator.com)
239. 互聯網缺乏針對病毒式傳播內容的來源標註機制 The internet has no attribution layer for viral content (news.ycombinator.com)
241. 兩年前，我決定為自己的搜索引擎付費。此後我從未後悔過 2 Years Ago I Decided to Pay for My Search Engine. I''ve Never Looked Back (news.ycombinator.com)
244. 暗物質作為引力記憶：波函數坍縮的因果軌道 Dark Matter as Gravitational Memory: A Causal Rail for Wave Function Collapse (news.ycombinator.com)
245. OpenAI 目前正在積極審查有關今天美國投票的信息 Open AI is actively censoring information about voting today in the US (news.ycombinator.com)
246. 在公共雲公司中，人工智能成本的增長速度已超過營收增長 AI costs are showing up before revenue in public cloud companies (news.ycombinator.com)
248. Ask HN: 有沒有人在為跨工具運行的代理構建寫入保證？ Is anyone building write guarantees for agents working across tool (news.ycombinator.com)
251. Catly 瀏覽器（GeckoView）在 Speedometer 1.0 測試中超越 Chrome（三星 S21） Catly Browser (GeckoView) Beats Chrome on Speedometer 1.0 (Samsung S21) (news.ycombinator.com)
253. Ask HN: 對於副業項目，你是如何處理隱私政策的？ How do you handle privacy policies for side projects? (news.ycombinator.com)
257. Ask HN: 如何應對來自編碼人員的公關審核疲勞？ How do you manage PR review fatigue from coding agents? (news.ycombinator.com)
258. Tell HN: 一家公司因一個洩露的 GCP API 密鑰被收取了 12.8 萬美元的費用 A company was billed 128K from one leaked GCP API key (news.ycombinator.com)
261. Rocknell 能在幾分鐘內將您的電子郵件收件箱轉化為可操作的智能隊列 Rocknell turns your email inbox(es) into an actionable Smart Queue in minutes (news.ycombinator.com)
264. Ask HN: 有人成功讓AI代理自主賺錢了嗎？ Has anyone gotten AI agents to make money autonomously? (news.ycombinator.com)
266. 多市場雙向套利機器人的風險管理與對沖 Risk Management and Hedging in a Polymarket Dual-Side Arbitrage Bot (news.ycombinator.com)
268. Stripe.com/6oU7sL9Pwg6Xa9k 最佳 AI 代理 Certi1iK1gs0s Stripe.com/6oU7sL9Pwg6Xa9kBest AI Agent Certi1iK1gs0s (news.ycombinator.com)
269. 我在生產環境中評估一個 AI 代理時遇到了什麼問題 What broke when I tried to evaluate an AI agent in production (news.ycombinator.com)
271. 我今天取消了Antigravity的訂閱。原因如下： I canceled my Antigravity subscription today. Here is why (news.ycombinator.com)
272. 《Alive》——賦予Claude Code持久記憶的五個Markdown文件 Alive – Five Markdown files that give Claude Code a persistent memory (news.ycombinator.com)
273. Ask HN: Google 登錄功能今天早上是否推出了破壞性變更？ Did Google Sign-In roll out a breaking change this morning? (news.ycombinator.com)
274. Ask HN: 如何指導 Claude Code 復活一個過去的網站 How to instruct Claude Code to resurrect a website from the past (news.ycombinator.com)
275. Ask HN: 在Claude/ChatGPT時代，大家是如何進行技術面試的？ How are you doing technical interviews in the age of Claude/ChatGPT? (news.ycombinator.com)
276. Forge DevKit – 面向 AI 編程代理的架構規範（一次性費用 29 歐元） Forge DevKit – Architecture enforcement for AI coding agents (EUR 29 one-time) (news.ycombinator.com)
277. Ask HN: 為什麼 CXL 內存互連架構中沒有“響應契約”？ Why is there no "Response Contract" for CXL memory fabrics? (news.ycombinator.com)
278. Vizualife——在房屋建成前，以真實的1:1比例漫遊您的家 Vizualife – walk through your house before it''s built, at true 1:1 scale (news.ycombinator.com)
279. Ask HN: 大家對學生佩戴隨身攝像頭來應對校園欺凌有什麼經驗嗎？ Any experience with student body cameras for bullying? (news.ycombinator.com)
282. Ask HN: 有哪些成就，是你自己沒有給予充分認可的？ What are your accomplishments you didn''t give yourself credit for? (news.ycombinator.com)
283. Ask HN: 隨著 Promptfoo 被 OpenAI 收購，MCP 開發者們現在用什麼進行測試？ With Promptfoo acquired by OpenAI, what are MCP devs using for testing? (news.ycombinator.com)
284. Ask HN: 有哪些人工智能工具可用於個人視頻編輯？ What AI can you use for personal video editing? (news.ycombinator.com)
285. 英國Racket聚會（倫敦）3月17日（星期二）晚上7:30，地點：The City Pride UK Racket meet-up (London) Tuesday 17 March 7:30pm at The City Pride (news.ycombinator.com)
286. OWASP PTK 9.7.0 現已發佈，支持 Chromium 和 Firefox OWASP PTK 9.7.0 is out for Chromium and Firefox (news.ycombinator.com)
288. HN：Toki——適用於遠程團隊的共享時區時鐘（無需註冊） HN: Toki – Shareable timezone clock for remote teams (no signup) (news.ycombinator.com)
294. Ask HN: 懂得如何進行橫向擴展的開發者，未來在開發領域將笑到最後？ Devs who knows how to scale will have the last laugh in future dev? (news.ycombinator.com)
297. Ask HN: 既然有Claude Code等工具，我們就需要學習算法。 We need to learn algorithm when there are Claude Code etc. (news.ycombinator.com)
300. Pyodide 和 Paribury：面向瀏覽器內數據工作流的交換平臺 Pyodide and Paribury Exchange for in-browser data workflows (news.ycombinator.com)