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2026-08-25 13 builders · 29 tweets · 0 podcasts · 0 blogs

🔥 热点话题

OpenAI 恢复 Plus 5小时限额并预告 DevDay 2026OpenAI Restores Plus 5-Hour Limit and Teases DevDay 2026

OpenAI Codex & ChatGPT 负责人 Thibault Sottiaux 宣布,明天将为 Plus 账户在 ChatGPT Work 和 Codex 上重新启用 5 小时限额。此举是为了平滑计算负载以维持慷慨的每周用量,同时避免相对休闲的新用户意外耗尽配额后感到困惑。Pro $100 和 $200 订阅在未来几个月仍不受此限制。他还表示 OpenAI DevDay 2026 将是公司历史上最好的一次,且差距不会小。
OpenAI Codex & ChatGPT lead Thibault Sottiaux announced that the 5-hour limit will return tomorrow for Plus accounts across ChatGPT Work and Codex. This is needed to smooth compute load while keeping weekly usage generous, and because casual new users often accidentally exhaust their full week and become confused. Pro $100 and $200 plans will keep the limit disabled for the coming months. He also declared that OpenAI DevDay 2026 will be the best in company history by a wide margin.
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系统 of record 在 AI Agent 时代更关键,ZDR 推动 AI 普及Systems of Record Matter More with AI Agents; ZDR Drove AI Adoption

Box CEO Aaron Levie 指出,在 AI agents 将对这些平台做比人类多 100 倍工作的世界里,systems of record 从未如此重要。Agents 会查询数据、处理任务、执行工作流并与人类和其他 agents 协作,因此治理、可靠性、安全、访问控制和业务逻辑比以往更关键。OpenAI Hugging Face 事件只是未来 agents 四处执行目标的一瞥。他还强调 Zero Data Retention (ZDR) 对 AI 增长贡献巨大,因为它大幅简化了企业处理子处理方数据的合规流程;没有 ZDR,AI 扩散会停滞。
Box CEO Aaron Levie argued that systems of record have never been more important in a world where AI agents will perform 100X more work on these platforms than people ever did. Agents will query data, process tasks, execute workflows, and collaborate with humans and other agents, making governance, reliability, security, access controls, and business logic more critical than ever. The OpenAI Hugging Face incident is a small preview of agents running around to achieve their goals. He also stressed that Zero Data Retention (ZDR) drove substantial AI growth by dramatically simplifying compliance for companies handling data with subprocessors; without it, AI diffusion would grind to a halt.
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Replit Agent 已取代 Claude CoWork 成为日常主力Replit Agent Has Fully Replaced Claude CoWork in Daily Work

Replit CEO Amjad Masad 表示,Replit Agent 已完全取代 Claude CoWork 成为他日常工作的主力。它更持久、更一丝不苟,并能更有效地使用代码和软件来完成任务。他同时祝贺少数达到某里程碑的用户。
Replit CEO Amjad Masad stated that Replit Agent has completely replaced Claude CoWork in his day-to-day work. It is much more persistent and fastidious, and uses code and software more effectively to complete tasks. He also celebrated the few who have reached a notable milestone.
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软件应可被 prompt 改变;我们需要离开不可修改的软件We Need Software That Can Be Changed with a Prompt

OpenClaw 与 OpenAI 相关的 Peter Steinberger 强调,我们需要远离那些无法用 prompt 修改的软件。他还分享了“prompt kiddie”这一新概念,并调侃更多博客文章应该配主题曲。
Peter Steinberger (OpenClaw / OpenAI) stressed that we need to get away from software that we cannot change with a prompt. He also highlighted the term “prompt kiddie” and quipped that more blog posts should come with theme songs.
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🛠️ 开发者工具与技巧

构建优秀 Evals 的歧视性属性The Discriminatory Property of Great Evals

Meta AI 高级总监 Madhu Guru(前 Google Gemini/Veo 负责人)在“如何构建优秀 evals”系列第 8 部分中指出,爬山式 eval 只有在能区分有意义差异的 AI 系统时才有用。如果五个系统得分几乎相同,但你已知其中两个明显更强,这个 eval 就缺乏歧视力,就像给博士生做五年级数学测试。理想的 eval 应现实、有难度且对能力差异敏感。随着 harness 和模型提升,好的 evals 会饱和,届时需要更新策略。
Meta AI Sr Director Madhu Guru (previously led Gemini and Veo at Google) explained in part 8 of “How to build great evals” that a hill-climbing eval is useful only when it can separate meaningfully different AI systems. Scores of 94, 93, 95, 94, 92 tell you nothing if you already know two systems are substantially better. It is like giving a fifth-grade math test to PhDs. The sweet spot is realistic + difficult + sensitive to capability differences. Good evals will eventually saturate as harnesses and models improve.
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终端 reset 的 1979 年遗留与 Zig 重写Terminal Reset’s 1979 Legacy and a Zig Rewrite

Vercel CEO Guillermo Rauch 分享,当终端进入“坏状态”时运行 reset 会异常缓慢。原来 1979 年 3BSD 的 tset 有一个 sleep(1),是为了让机械打印机终端“稳定下来”。他让 fx 用 Zig 写了一个更快的替代品,仅需 1ms 而非 1s,并深入探索了 ncurses、tset、terminfo 以及终端被“诅咒”的各种方式。他还指出,随着软件演进,它往往变得更慢、更臃肿;而某些项目从一开始就架构成防止这一点。
Vercel CEO Guillermo Rauch discovered that the terminal “reset” command was oddly slow because 1979’s 3BSD tset included a sleep(1) to let mechanical printer terminals settle. He had fx write a faster Zig alternative that takes 1 ms instead of 1 s, diving into ncurses, tset, and terminfo. He also noted that as software evolves it tends to get slower and more bloated, while certain systems are architected from the outset to prevent this.
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用 Codex 设置新电脑的体验Setting Up a New Computer with Codex

产品爱好者 Nan Yu 表示,用 Codex 设置新电脑相当惬意:只需说“download and install handy, slack, chrome, cleanshot, rectangle”,就让人希望 Siri 也能这么好用。
Product enthusiast Nan Yu noted that setting up a new computer with Codex is pleasantly simple—“download and install handy, slack, chrome, cleanshot, rectangle”—making one wish Siri were that good.
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💰 创业成功案例

数据中心创造就业与繁荣;Conductor Cloud 提升生产力Datacenters Create Jobs and Prosperity; Conductor Cloud Boosts Productivity

Y Combinator 总裁兼 CEO Garry Tan 反驳常见观点,指出数据中心实际上创造就业和繁荣。他分享自己因 Conductor Cloud 而大幅提高生产力,不再需要一直开着 MacBook Pro。他还给出行动循环建议:形成观点 → 变成工件或实验 → 与现实接触 → 不自欺地读取结果 → 修订并再运行。
Y Combinator President & CEO Garry Tan countered common narratives by stating that datacenters create jobs and prosperity. He reported that Conductor Cloud has made him far more productive and eliminated the need to keep his MacBook Pro open. He also shared a practical loop: form a view, turn it into an artifact or experiment, put it in contact with reality, read the result without self-deception, revise and run again.
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非常规交易在风投中会死一百次,需要真正的 championUnconventional Deals Die a Hundred Times; Find Your Real Champion

FPV Ventures 合伙人 Nikunj Kothari 指出,每一笔非常规交易在风投流程中都会“死”一百次。通常需要一位 champion 挺身而出、默默推动它到终点。创始人应找出真正的 champion,并提供信息武装他们。Associate 和非投票合伙人在此特别有用,因为他们有激励帮助你,这也是测试他们未来如何合作的好机会。
FPV Ventures partner Nikunj Kothari observed that every unconventional deal dies a hundred times in venture. It usually takes one champion who sticks their neck out and quietly steers it to completion. Founders benefit from identifying their real champion and arming them with information. Associates and non-voting partners are especially useful here because they are incentivized to help, and it tests how they will partner once on the cap table.
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🌍 其他动态

黑客松形式已过时;Sam Altman 访谈推荐Hackathons Are Outdated; Standout Sam Altman Interview

Builder Zara Zhang 提出不受欢迎的观点:传统黑客松形式已经过时。她同时赞赏 David Senra 的访谈风格能立刻切入本质、让嘉宾展现最自然的一面,并认为 Sam Altman 在该访谈中表现得最为自在。
Builder Zara Zhang shared the unpopular opinion that hackathons, at least in their traditional format, are outdated. She also praised David Senra’s interviewing style for immediately cutting to the chase and eliciting guests’ most natural selves, noting that Sam Altman appeared most comfortable in that conversation.
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登录摩擦让人放弃产品;AI 首席幕僚与语音客服实验Login Friction Kills Products; AI Chiefs of Staff and Voice Support Experiments

Practical AI 创作者 Peter Yang 表示,每当需要登录新网站/应用或使用被困在网站里的 agent 时,他通常直接停止使用(娱乐和游戏除外)。他目前已有 3 个 AI 首席幕僚,下一步显然是再加一个。他还想尝试用 AI 语音拨打客服电话、绕过糟糕的自动系统并与真人沟通以预约或取消订阅。
Practical AI creator Peter Yang said that whenever he has to log into a new website or app, or use an agent trapped inside one, he usually prefers to stop using the product (entertainment and gaming excepted). He now has three AI chiefs of staff and jokes that the next step is clearly to add one more. He also wants to experiment with AI voice calling customer-support numbers to navigate automated systems and speak to humans for booking or cancellations.
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Every 的 YouTube 账号被无预警禁用Every’s YouTube Account Disabled Without Notice

Every CEO Dan Shipper 报告称 Google 无任何通知和理由禁用了 @every 的 YouTube 账号。他公开寻求帮助以恢复账号。
Every CEO Dan Shipper reported that Google disabled the @every YouTube account with zero notice and no reason given. He asked publicly for anyone with experience recovering such accounts to help.
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