1. 我原以為窮人不可能提供免費試用，但事實證明我錯了。 I thought offering free trials is impossible if you''re a poor, but I was wrong (news.ycombinator.com)
2. 使用條款：模型提供商禁止哪些類型的競賽？ Terms of use: What types of competition do model providers ban? (news.ycombinator.com)
5. 我為本地LLM開發的小工具：LLM-neofetch-plus A small tool I made for local LLMs: LLM-neofetch-plus (news.ycombinator.com)
6. Ask HN: 如何將筆記可靠地轉化為可發表的初稿？ How do you reliably turn your notes into publishable drafts? (news.ycombinator.com)
7. Tell HN: GPT-5.3-codex 現已通過 API 提供 GPT-5.3-codex is now available on the API (news.ycombinator.com)
10. Perplexity.ai 試圖通過 UDP 連接，但端口未開放 Perplexity.ai tries to connect via UDP without being open (news.ycombinator.com)
11. 尋找開源知識庫和項目管理工具，用於個人使用 Looking 4 open-source knowledge base and project management tool 4 personal use (news.ycombinator.com)
12. 離網模式：設備端AI網頁瀏覽、工具、視覺、圖像生成、語音——速度提升3倍 Off Grid: On-device AI-web browsing, tools, vision, image gen, voice – 3x faster (news.ycombinator.com)
13. 經過多年超額支付後，我終於把手機話費降到了每月6.25美元。 I got my phone bill down to 6.25/month after years of overpaying (news.ycombinator.com)
14. 添加滴灌式郵件系統，包含入職郵件和覆蓋里程碑郵件 Add drip email system with onboarding and coverage milestone emails (news.ycombinator.com)
15. Spacydo：具有自定義調用數據的狀態機示例（用於狀態轉換規則） Spacydo: State machine example with own calldata for state transition rules (news.ycombinator.com)
16. 具有獨立調用數據的狀態機示例（用於狀態轉換規則） State machine example with own calldata for state transition rules (news.ycombinator.com)
18. Ask HN: 需要一款以合規性為首要目標的確定性上下文編譯器？ Demand for a compliance-first deterministic context compiler? (news.ycombinator.com)
19. Ask HN: 如何對科學文獻進行全面檢索？ How to exhaustively search the scientific literature? (news.ycombinator.com)
21. 我構建了多智能體AI編碼的治理層——六個月後的經驗總結 I built a governance layer for multi-agent AI coding – lessons after 6 months (news.ycombinator.com)
24. 我16歲時用一臺i5處理器、8GB內存的電腦開發了一款具備提示注入防禦功能的人工智能瀏覽器 I built an AI browser with prompt-injection defense at 16 on an i5 with 8GB RAM (news.ycombinator.com)
27. Ask HN: 為何網絡文檔仍像一場尋找真相的尋寶遊戲？ Why is network documentation still a scavenger hunt for the truth? (news.ycombinator.com)
28. 人工智能：教育體系該如何生存？ Artificial Intelligence: What Should the Educational System Do to Survive? (news.ycombinator.com)
29. 實時結算重塑跨境日常金融支持 Real-time settlement reshapes everyday financial support across borders (news.ycombinator.com)
30. AIProx：用於自主代理發現的開放註冊表與清單標準 AIProx: An open registry and manifest standard for autonomous agent discovery (news.ycombinator.com)
34. Gemini 3 在保留對話上下文方面的可靠性是否低於 Gemini 2.5？ Does Gemini 3 retain conversational context less reliably than Gemini 2.5? (news.ycombinator.com)
35. 人工智能代理是否不夠智能，無法自行生成AGENTS/SKILLS/X.md文件？ Are AI agents not smart enough to generate their own AGENTS/SKILLS/X.md? (news.ycombinator.com)
36. 開發崗位同比增加10%，其他崗位則下降5.8%。你實際觀察到什麼情況？ Dev jobs up 10% YoY while other jobs down 5.8%. What do you see on the ground? (news.ycombinator.com)
37. 我們對兩個MCP SDK進行了審計——發現了三類跨邊界漏洞 We audited both MCP SDKs – three classes of boundary-crossing vulnerabilities (news.ycombinator.com)
38. Ask HN: 你的客戶是否曾用更年輕的自由職業者取代你？ Did your client ever replace you by a more junior freelancer? (news.ycombinator.com)
39. Ask HN: 開發者兩週內就克隆了我的學生項目。為什麼？ Developers cloned my student project in 2 weeks. Why? (news.ycombinator.com)
43. Ask HN: 你職業生涯中編寫的代碼在LLM使用成本中價值多少？ How much was your careers worth of code in LLM usage cost? (news.ycombinator.com)
44. Ask HN: 辭職前你如何看待財務儲備期？ How do you think about financial runway before quitting? (news.ycombinator.com)
45. 今日埃普斯坦幣跌破5.9萬美元，藍貓幣崩盤 Today Epsteincoin goes below 59k and Blue Owl Collapses (news.ycombinator.com)
46. 美視挑戰蘋果/谷歌：開源點對點端到端加密通訊 Meishi Challenges Apple/Google: Open-Source P2P E2EE Contacts (news.ycombinator.com)
48. 廣告公司會為能根據自身數據預測營銷活動成效的人工智能買單嗎？ Would agencies pay for AI that predicts campaign success from their own data? (news.ycombinator.com)
49. 我花了一百美元在週末的CTF比賽中對大型語言模型供應商進行基準測試 I spent 100 benchmarking LLM providers on a weekend CTF (news.ycombinator.com)
52. Ask HN: 人工智能“聊天機器人外殼”是否正在毀掉教育科技？我正在測試一種主動式用戶體驗 Are AI "Chatbot Wrappers" ruining EdTech? I''m testing a proactive UX (news.ycombinator.com)
53. 我構建了一個全球城市安全數據庫，以下是數據揭示的內容 I built a global city safety database, here''s what the data reveals (news.ycombinator.com)
54. Ask HN: 人工智能工具是否顯著提升了貴公司工程團隊的生產力？ Did AI tools measurably increase productivity of your engineering teams? (news.ycombinator.com)
55. Ask HN: 有沒有DIY的開源Alexa/Google替代方案？ Any DIY open-source Alexa/Google alternatives? (news.ycombinator.com)
56. 人工需求收集與AI需求收集對比：兩句話 vs 127點規格說明 Comparing manual vs. AI requirements gathering: 2 sentences vs. 127-point spec (news.ycombinator.com)
57. Ask HN: 《實用計算機》雜誌（1980年）缺頁 Missing page from Practical Computing magazine (1980) (news.ycombinator.com)
58. 是否有可能操縱你的社交媒體算法？ Is it possible to manipulate your social-media algorithms? (news.ycombinator.com)
59. Ask HN: 如何在Django中實現生產級草稿隔離？ How do you implement production-grade draft isolation in Django? (news.ycombinator.com)
64. 我想被openrouter收購。作為我OpenClaw的替代方案。 I want to get acquired by openrouter. For my OpenClaw alternative (news.ycombinator.com)
65. 軟件專利已死！收拾行裝！去健身房！退休吧！ Software patents are dead! Pack it up! Hit the Gym! Retirement! (news.ycombinator.com)
66. JEPA的解釋——Yann LeCun提出的自監督學習解決方案 Explanation of JEPA – Yann LeCun''s proposed solution to self-supervised learning (news.ycombinator.com)
67. Ask HN: 你們是如何控制那些執行真實行動的人工智能代理的？ How are you controlling AI agents that take real actions? (news.ycombinator.com)
68. Ask HN: 主動搜索與RAG——你的生產環境使用體驗如何？ Agentic search vs. RAG – what''s your production experience? (news.ycombinator.com)
69. Ask HN: 如何防止撒旦教戀童癖團伙掌控世界 What should be done to prevent world control by pedo-rings of satanists (news.ycombinator.com)
70. Ask HN: 如何證明特權基礎設施變更已按批准方式執行？ How do you prove a privileged infra change ran as approved? (news.ycombinator.com)
71. 我正在開發健身SaaS產品——研究印度市場的定價心理學 I''m building fitness SaaS – learning about pricing psychology in India (news.ycombinator.com)
74. Colt – 用英語描述一個瀏覽器任務，生成Playwright腳本 Colt – Describe a browser task in English, get a Playwright script (news.ycombinator.com)
76. 如果今天要從頭開始，你會選擇微軟技術棧嗎？ Would you choose the Microsoft stack today if starting greenfield? (news.ycombinator.com)
77. Ask HN: Posthotty.com 懇請各位提供反饋，以改進我這個充滿人工智能氛圍的網站。 Posthotty.com I kindly ask for feedback to improve my AI vibed website (news.ycombinator.com)
80. Ask HN: 在開發之前，您是否願意為視頻原型驗證付費？ Would you pay for video prototype validation before building? (news.ycombinator.com)
81. Ask HN: 在生產環境中如何處理API速率限制？ How do you handle API rate limits in production? (news.ycombinator.com)
82. ChatGPT在陶哲軒的數學研究中發現了一個錯誤 ChatGPT finds an error in Terence Tao''s math research (news.ycombinator.com)
83. Ask HN: 從Windows 11過渡到Linux的理想選擇是什麼？ What Linux Would Be a Good Transition from Windows 11 (news.ycombinator.com)
85. Ask HN: 這些亂七八糟的跑題評論是怎麼回事？ What is up with all the glitchy and off-topic comments? (news.ycombinator.com)
88. 墨西哥販毒集團危機期間，避難所中創作的AI生成圖像廣泛傳播 AI-Generated Images Spread During Mexico Cartel Crisis, Written from Shelter (news.ycombinator.com)
90. Ask HN: 開發庫和開發工具的開發者是否更不易被人工智能取代？ Are developers who build libs and dev tools safer from AI replacement? (news.ycombinator.com)
92. Ask HN: 你把鏈接、筆記和各種有用的東西都存放在哪裡？ Where do you save links, notes and random useful stuff? (news.ycombinator.com)
97. Ask HN: 如何判斷人工智能代理會選擇你的工具？ How do you know if AI agents will choose your tool? (news.ycombinator.com)
100. 這種雲端/本地邊界對交易基礎設施是否合理？ Is this cloud/local boundary for trading infra reasonable? (news.ycombinator.com)
103. Ask HN: 酷炫的硬件博客和硬件領域的新興公司 Cool hardware blogs and new company''s in the the hardware space (news.ycombinator.com)
105. Ask HN: Meta公司裡有沒有人能幫忙處理被盜的Facebook賬戶？ Is there anyone working at Meta who could help with a stolen FB account? (news.ycombinator.com)
108. Ask HN: 初創期的人工智能企業如何看待知識產權保護？ How are early-stage AI startups thinking about IP protection? (news.ycombinator.com)
114. Ask HN: 美國總統的受託責任是否比首席執行官更輕？ Do US presidents have less fiduciary liability than CEOs? (news.ycombinator.com)
115. 我剛到美國，正在嘗試選擇一個電信套餐。 I''m new to the USA and trying to choose a telecom plan (news.ycombinator.com)
116. Ask HN: 與其寫得糟糕，不如不寫Agent.md？ Is it better to have no Agent.md than a bad one? (news.ycombinator.com)
119. Tell HN: Claude 將 XML 文件中的 標籤轉換為 Claude mangles XML files with as an XML Tag to (news.ycombinator.com)
120. TinySDLC——具備軟件開發生命週期角色紀律的AI編碼代理協調器（麻省理工學院） TinySDLC – Agent orchestrator with SDLC role discipline for AI coding (MIT) (news.ycombinator.com)
121. AWS拒絕討論賬單問題，凍結了我的賬戶，扣了1600美元，至今仍無人接聽。 AWS won''t discuss my bill, suspended my account, took 1,600, still no human (news.ycombinator.com)
123. 後端僅需定義模式、訪問策略和函數 Back end where you just define schema, access policy, and functions (news.ycombinator.com)
125. Ask HN: 為何動漫製作與遠程辦公自動化同屬一個技術集群？ Why are anime generation and WFH automation in the same tech cluster? (news.ycombinator.com)
127. Ask HN: 生成式媒體與遠程辦公流程自動化的算法交叉融合 Algorithmic crossover between generative media and WFH process automatio (news.ycombinator.com)
128. Ask HN: 有沒有可靠的方法來判斷一張圖片是否由人工智能生成？ Is there a reliable way to tell if an image is AI generated? (news.ycombinator.com)
129. 我是否應該將xAI/Grok的這份致謝/鳴謝添加到我的簡歷中？ Should I add this acknowledgement/shoutout by xAI/Grok to my resume? (news.ycombinator.com)
130. Termux 命令 – 快速參考 – 手機黑客技巧 Termux Commands – Quick Reference – Phone Hacks (news.ycombinator.com)
136. Ask HN: 當你讓AI代理在無人監督的情況下運行時，會發生什麼？ What breaks when you run AI agents unsupervised? (news.ycombinator.com)
137. Ask HN: 美學非均勻運動的算法優化 Algorithmic optimization for aesthetic, non-uniform movement (news.ycombinator.com)
138. Ask HN: 如何讓Codex停止如此防禦性地編碼？ How to get Codex to stop coding so defensively? (news.ycombinator.com)
140. CrewForge：一個共享終端室，人類與智能助手在此暢所欲言 CrewForge: A shared terminal room where humans and agents think out loud (news.ycombinator.com)
141. Ask HN: 如何追蹤2026年的人工智能價格戰？我開發了一款工具來提供幫助。 How do you track 2026 AI price wars? I built a tool to help (news.ycombinator.com)
142. 我們構建了超高速Secp256k1算法，在x86、ARM64和RISC-V架構上實現了最高達51%的ECC加速性能 We Built UltrafastSecp256k1 Up to 51% Faster ECC Across x86,ARM64,and RISC-V (news.ycombinator.com)
143. 開源仿生閱讀Chrome擴展程序（MIT許可） Open-Source Bionic Reading Chrome Extension (MIT) (news.ycombinator.com)
144. Orvia——創建實時會議室，共享文件，離開後——一切消失無蹤 Orvia – Spin up a real-time room, share files, leave – everything disappears (news.ycombinator.com)
145. 為何Moltbook失敗：自主人工智能代理缺乏身份認同 Why Moltbook Failed: The Lack of Identity in Autonomous AI Agents (news.ycombinator.com)
147. Ask HN: 新博客如何打破反向鏈接-索引循環？ How do new blogs break the backlink–indexing loop? (news.ycombinator.com)
149. 遠程醫療平臺如何大規模處理醫療服務提供者的執業資格驗證？ How do telehealth platforms handle provider license verification at scale? (news.ycombinator.com)
150. 我被惡意AI插件搞慘了：技術解析 I Got Pwned by a Malicious AI Plugin: A Technical Breakdown (news.ycombinator.com)
151. Ask HN: 在IA的喧囂之外，你們究竟在打造什麼？ What are you guys building outside the hype of the IA? (news.ycombinator.com)
154. 無需LLM，無需訓練數據，無需雲端——理解架構的引擎 No LLM, No training data, No cloud – Engine that understands architecture (news.ycombinator.com)
159. 為什麼GitHub的計費支持已經數週沒有響應？ Why has GitHub billing support been unresponsive for weeks? (news.ycombinator.com)
160. Ask HN: 克勞德崩了？我是在為修復它而刷代幣嗎？ Claude crashed? Am I playing for the tokens for it to fix itself? (news.ycombinator.com)
161. 免費、本地優先的條形碼生成器（無需服務器上傳） Free, local-first barcode generator (No server uploads) (news.ycombinator.com)
162. 移除Jira集成、基於問題的觸發器以及父問題規則 Remove Jira integration, issue-based triggers, and parent-issue rules (news.ycombinator.com)
164. Ask HN: 如果"人工智能泡沫"破滅，真的會那麼戲劇化嗎？ If the "AI bubble" pops, will it really be that dramatic? (news.ycombinator.com)
165. Ask HN: 科技界最看重什麼？獎項、媒體讚譽，還是同行尊重？ What Matters Most in Tech? Awards, Media Praise, or Peer Respect (news.ycombinator.com)
167. Ask HN: 如何在生產環境中監控並重試失敗的Webhook？ How do you monitor and retry failed webhooks in production? (news.ycombinator.com)
172. 為何優化AUC值可能不足以滿足臨床惡化預警系統的需求 Why optimizing AUC may be insufficient for clinical deterioration systems (news.ycombinator.com)
173. 我今年15歲，搭建了一個平臺供開發者展示進行中的項目。 I''m 15 and built a platform for developers to showcase WIP projects (news.ycombinator.com)
174. 當平臺不再談論"自動化"，開始談論"大型語言模型" When a Platform Stops Saying "Automation" and Starts Saying "LLM" (news.ycombinator.com)
176. Ask HN: 如何測試MyBatis的動態SQL查詢？ How do you test your MyBatis dynamic SQL queries? (news.ycombinator.com)
177. Ask HN: 你喜歡我的"評估創意"（AI）機器人回覆副業創意嗎？ Do You Love My "Assess Idea" (AI) Robo-Reply Side Project Idea? (news.ycombinator.com)
178. Ask HN: 你見過或用過最有趣的人工智能代理技能有哪些？ What are the most interesting AI Agent Skills you''ve seen or used? (news.ycombinator.com)
179. 人類與人工智能。如何在10分鐘內實現意識現代化 Human and AI. How to Modernize Your Consciousness in 10 Minutes (news.ycombinator.com)
181. Ask HN: 在防止人工智能改造的SaaS應用程序發生漂移方面，哪些不變量最為關鍵？ What invariants matter most to prevent drift in AI-modified SaaS apps? (news.ycombinator.com)
185. Ask HN: 為什麼軟件開發者不製造醫療設備？ Why don''t software developers make medical devices? (news.ycombinator.com)
187. Ask HN: 你對收集用戶統計數據有何看法？ What are your thoughts about collecting user statistics? (news.ycombinator.com)
191. 信任的人類根源——代理問責制的公共領域框架 The Human Root of Trust – public domain framework for agent accountability (news.ycombinator.com)
192. 科學出版業是否應適應人工智能撰寫的研究？ Should scientific publishing adapt to AI-authored research? (news.ycombinator.com)
193. Ask HN: 如何為B2B SaaS金融科技合規產品尋找銷售聯合創始人？ How to find a Sales cofounder for a B2B SaaS fintech compliance product? (news.ycombinator.com)
194. 耗資500盧比打造專注印度市場的人工智能合同分析器——以下是我從中獲得的經驗 Built an India-focused AI contract analyzer for 500 – here''s what I learned (news.ycombinator.com)
195. Ask HN: 動態ROI與瓦片化在高速目標追蹤中的對比（20ms延遲）？ Dynamic ROI vs. Tiling for high-speed object tracking (20ms latency)? (news.ycombinator.com)
196. Ask HN: 我開始使用Coolify了，有什麼推薦嗎？ I''ve started using Coolify, any recommendations? (news.ycombinator.com)
197. Panther——一款專為網絡安全工作流設計的腳本語言 Panther – a scripting language designed for cybersecurity workflows (news.ycombinator.com)
199. Ask HN: 美國城市存在蓬勃發展卻被忽視的初創企業生態？ U.S. cities have thriving but overlooked startup scenes? (news.ycombinator.com)
200. 更快找到你的創意——探索YC W26，使用提示詞，複製數據，分享你的想法 Find your idea faster – explore YC W26, use prompts, copy data, share your idea (news.ycombinator.com)
202. Perplexity Pro 促銷訂閱無故暫停？ Perplexity Pro promo subscription suspended without explanation? (news.ycombinator.com)
204. 工程技能同行驗證平臺（靈感源自X社區筆記） Peer validation platform for engineering skills (inspired by X community notes) (news.ycombinator.com)
206. 誠聘技術聯合創始人，共同打造人工智能驅動的堆棧遷移平臺 Looking for technical co-founder to build AI-powered stack migration platform (news.ycombinator.com)
207. Ask HN: 如何為團隊分發一款以隱私為首要考慮的人工智能聊天工具？ How would you distribute a privacy-first AI chat for teams? (news.ycombinator.com)
209. 在舊金山待幾天，找個能讓我們在辦公室落腳的人 In SF for a couple of days, looking for someone that can host us in their office (news.ycombinator.com)
213. Ask HN: 數據中心升級時，所有硬件設備會怎樣？ What happens to all the hardware when data centers upgrade? (news.ycombinator.com)
215. 首席財務官說："大家都用Excel，絕對不用Sheets。認命吧。"真的嗎？ CFO says "Everyone uses Excel, definitely not Sheets. Get over it". True? (news.ycombinator.com)
216. Stripe正在扣留5萬美元，併為我們的客戶辦理退款。 Stripe is holding 50K and refunding our customers (news.ycombinator.com)
217. 實時語音助手的工作原理：媒體基礎設施與延遲 How Real-Time Voice Agents Work: Media Infrastructure and Latency (news.ycombinator.com)
218. Stripe關閉了我們非營利組織的賬戶，且不收取任何費用。 Stripe closed our non-profit''s account with 0% (news.ycombinator.com)
219. Ask HN: 你是因人工智能而失業的軟件工程師嗎？分享你的故事 Are you a SWE that lost job purely due to AI? Share your story (news.ycombinator.com)
223. 完美契合是你在自言自語的警示信號 Perfect agreement is a warning sign you''re talking to yourself (news.ycombinator.com)
224. 在將API令牌和密鑰等敏感信息粘貼到IDE AI聊天窗口後，你需要做什麼？ What do you do after paste in sensi info i.e: API token & key into IDE AI chat? (news.ycombinator.com)
225. Reddit廣告支持服務正在洩露個人身份信息，並主動跨用戶會話操作 Reddit Ads support is leaking PII and actively crossing user sessions (news.ycombinator.com)
226. 作為新手黑了我的國際象棋ELO等級分，12局內從0分衝到700分 Hacked my chess ELO ranking as a beginner, went from 0-700 in 12 sessions (news.ycombinator.com)
227. 實例分割模型，可從二維平面圖中提取三維幾何結構 Instance segmentation model that extracts 3D geometry from 2D floor plans (news.ycombinator.com)
228. RecoverPay：30天免費試用——面向SaaS的AI支付追收服務（無需信用卡） RecoverPay: 30-Day Free Trial – AI Payment Recovery for SaaS (No CC Required) (news.ycombinator.com)
229. Ask HN: 當前背景編碼代理的採用情況如何？ What is the current adoption scenario for background coding agents? (news.ycombinator.com)
230. 尋找創始工程師，共同打造實時AI真實性工具 Looking for a founding engineer building real-time AI authenticity tooling (news.ycombinator.com)
231. Ask HN: 如何勸說對金融感興趣卻對人工智能感到焦慮的年輕人 What to tell a young person interested in finance with AI anxiety (news.ycombinator.com)
234. Ask HN: 還有誰被新聞發展速度過快搞得精疲力竭？ Anyone else exhausted by too rapid development of news? (news.ycombinator.com)
235. 因迪士尼/華納版權威脅，Seedance 2.0 API 發佈延期 Seedance 2.0 API launch postponed due to copyright threats from Disney/Warner (news.ycombinator.com)
236. Ask HN: 這裡有人比以往任何時候都更努力地工作嗎？ Anyone here working harder than they ever have before? (news.ycombinator.com)
237. 人工智能的突破並非在於智能——而在於存在本身 The AI breakthrough isn''t intelligence – it''s existence (news.ycombinator.com)
240. 本地iOS語音轉文字應用（Wispr Flow替代方案） Local iOS voice to text app (alternative to Wispr Flow) (news.ycombinator.com)
242. 我們正在提供免費的Claude Code Max服務（每月價值200美元，持續6個月） We''re offering free Claude Code Max (200/mo for 6 months) (news.ycombinator.com)
244. 洗車問題：關於Prompt架構的變量隔離研究 The Car Wash Problem: A variable isolation study on prompt architecture (news.ycombinator.com)
245. Ask HN: 如何防止大型語言模型系統中的重試級聯？ How do you prevent retry cascades in LLM systems? (news.ycombinator.com)
246. 在Hacker News上是否有按分數排序/篩選的功能？ Is there a way to sort/filter by score on Hacker News? (news.ycombinator.com)
247. 外展領域中關於個性化冷郵件？大型語言模型意見不一 Outreach domain for personalized cold emails? LLMs don''t agree (news.ycombinator.com)
249. 專業比特幣資產追蹤——智能網絡魔法師 Professional Bitcoin Asset Tracing – Intelligence Cyber Wizard (news.ycombinator.com)
250. Google Cloud APIs（gcloud CLI）似乎已停止服務或出現故障 Google Cloud APIs (gcloud CLI) seems to be down or broken (news.ycombinator.com)
251. 發現了一個PSP漏洞，但目前還無法運行加載器 Found a PSP Exploit but cant get to run a loader yet (news.ycombinator.com)
252. Ask HN: 如何衡量一個人能夠有效處理或理解多少數據？ How to measure how much data one can effectively process or understand? (news.ycombinator.com)
254. Ask HN: 有多少人正面臨GST發票不匹配的問題？ How many people are facing the problem of gst invoice mismatch? (news.ycombinator.com)
259. 受監管加密貨幣調查團隊——情報網絡魔法師服務 Regulated Crypto Investigation Team – Intelligence Cyber Wizard Services (news.ycombinator.com)
264. 未付款項——AI支付提醒功能，具備驗證、升級處理及自動回覆功能 Unpaid – AI payment reminders that verify, escalate, and auto-reply (news.ycombinator.com)
267. 一款輕量級的Windows工具，用於檢測異常系統活動 A lightweight Windows tool for surfacing unusual system activity (news.ycombinator.com)
268. Ask HN: 將通貨膨脹視為“量化突發事件”能否解決緩慢滾動問題？ Does treating Inflation as a "Quantization Snap" resolve slow-roll? (news.ycombinator.com)
269. Stripe因升級銷售交易架構而非欺詐行為關閉了我們的賬戶。 Stripe closed our account over upsell transaction architecture, not fraud (news.ycombinator.com)
270. Ask HN: 為什麼感覺僱主根本不在乎學歷？ Why does it feel like qualifications are irrelevant to hirers? (news.ycombinator.com)
271. AI技能平臺（隱秘項目）——技術聯合創始人——遠程（美國）——股權 AI Skills Platform (Stealth) – Technical Co-Founder – Remote (US) – Equity (news.ycombinator.com)
272. 將定價模式從訂閱層級調整為信用點模式 Restructure pricing from subscription tiers to credit-based model (news.ycombinator.com)
275. 幣安創始人於海湖莊園與特朗普之子及政府官員親密接觸 Binance Founder Hobnobs with Trump Sons, Administration Officials at Mar-a-Lago (news.ycombinator.com)
277. Ask HN: 如何在Cursor中要求對git reset操作進行確認（近期更新後）？ How to require confirmation for git reset in Cursor after recent update? (news.ycombinator.com)
278. 雙子座缺陷：壓力誘發的過度補償與完整性喪失 Gemini Bug: Stress-Induced Overcompensation and Integrity Loss (news.ycombinator.com)
279. Ask HN: 在人工智能時代，我該如何成長為一名優秀的軟件工程師？ In the Age of AI, How Do I Grow as a Software Engineer? (news.ycombinator.com)
280. Ask HN: 適合青少年的編程概念/計算機基礎入門讀物？ An approachable book on programming concepts/computer basics for a teen? (news.ycombinator.com)
281. Ask HN: 在對抗性審計下，人工智能代理運行時日誌的可辯護性體現在哪些方面？ What makes AI agent runtime logs defensible under adversarial audit? (news.ycombinator.com)
282. Ask HN: 結構化社區驗證能否真正替代冷門推廣？ Is structured community validation a real alternative to cold outreach? (news.ycombinator.com)
283. Ask HN: 我們能否利用人工智能製作一部由原班人馬主演的《黑客帝國》(1995)續集？ Can we use AI to make a Hackers (1995) sequel starring the same cast? (news.ycombinator.com)
284. 在巴西搜索"Gemini said"會顯示Gemini未經修訂的內容 Googling on Brazil about "Gemini said" shows unrevised content from Gemini (news.ycombinator.com)
288. Ask HN: 什麼樣的指導對你的人生產生了真正的影響？ What kind of coaching made a real impact in your life? (news.ycombinator.com)
293. Ask HN: 我們能否實時觀看人工智能代理構建軟件？ Can we watch AI agents build software in real time? (news.ycombinator.com)
294. 我從零開始構建了兩臺Loihi奇偶校驗神經形態處理器 I built two Loihi-parity neuromorphic processors from scratch (news.ycombinator.com)
297. Ask HN: 為何"經過驗證"的B2B數據正成為可交付性陷阱？ Why is ''Verified'' B2B data becoming a deliverability trap? (news.ycombinator.com)
299. 分享來自Sentry的內部AI採用/支出統計數據 Sharing internal AI adoption/spend stats from Sentry (news.ycombinator.com)