AI Builders Digest
Bilingual edition · 双语对照版
第 98 期|2026-08-24|双语精选版|4 条精选|4 位作者|4 个主题 返回目录
编者导读 / Editor's Note

Sottiaux 的周日三连:重置已下发、昨日排查的问题已修复(**7425 赞,今日最高**)+「2026 是企业开始认真对待模型效率与可靠性的一年」(**5442 赞**)+ 卖萌更正(2474 赞)。Levie 的「我现在可以退休了」(**1985 赞**)。Rauchg 的 fx 开放协议哲学:MCP、Skills、Plugins,最好的还是 Unix(**703 赞**)+ Sol 降价后成为 Vercel 上增长最快的前沿模型、智能的需求高度弹性(325 赞)。Ryo Lu 的告别长诗《leaving》(808 赞)。Steipete:CLI 好,但 UI 可视化与团队协作更好(**1067 赞**)+ 给 claw 加旋转 USB 协议玩 360 摄像头(208 赞)。Garry Tan 预言:记录系统必须变成 AI harness,否则被 agent 取代(567 赞)。播客位为 Kevin Scott 一期重播(本刊 08-14 期已完整收录)。

Theme 01

Sunday Reset, Model Efficiency Year & Retire Meme / 周日重置、模型效率之年与退休梗

Sottiaux 的周日三连(**7425 赞,今日最高** + **5442 赞** + 2474 赞);Levie 的「可以退休了」(**1985 赞**)。

Sottiaux / Levie avatarS/
Sottiaux / Levie
OpenAI / Box CEO
中文

Sottiaux 的周日三连(7425 赞,今日最高):周日好。重置已经下发到各账户,昨天提到的那几处用量问题也随修复落地——你们应该能感到正向变化。明天还有更多,我们会持续沟通。加一条论断(5442 赞):2026 是企业开始认真对待模型效率与可靠性的一年——因为它正在成为关键基础设施。以及卖萌更正(2474 赞):显然我指的是下午两点。

Levie 的退休梗(1985 赞):我现在就可以退休了。(配图时刻,大概完美到无以复加。)

Sottiaux:重置已下发、限额修复落地,明天更多。2026 是模型效率与可靠性之年。

Levie:我现在就可以退休了。

English

Sottiaux's Sunday triple (7425 likes, top of the day): 'Good Sunday. Reset has been propagated to accounts and we landed some fixes to usage for things mentioned yesterday as issues we found. You should feel a positive difference. More to come tomorrow and will keep communicating.' Plus his thesis (5442 likes): '2026 is the year companies start seriously caring about model efficiency and reliability as it becomes critical infrastructure.' And the charming correction (2474 likes): 'Meant 2pm obviously.'

Levie's retirement meme (1985 likes): 'I'm good to retire now' — captioning a moment presumably too perfect to top.

Thibault Sottiaux: Good Sunday. Reset has been propagated to accounts and we landed some fixes to usage for things mentioned yesterday as issues we found. You should feel a positive difference. More to come tomorrow and will keep communicating.

Thibault Sottiaux: 2026 is the year companies start seriously caring about model efficiency and reliability as it becomes critical infrastructure.

Thibault Sottiaux: Meant 2pm obviously.

Aaron Levie: I'm good to retire now.

Theme 02

Open Protocols, Elastic Intelligence & AI Harness Future / 开放协议、弹性智能与 AI Harness 未来

Rauchg 的 fx 开放协议哲学(**703 赞**)+ Sol 弹性需求(325 赞);Garry Tan 的记录系统预言(567 赞);Nan Yu 的万物皆软件(5 赞)。

Rauchg / Garry Tan / Nan Yu avatarR/
Rauchg / Garry Tan / Nan Yu
Vercel CEO / YC / Builder
中文

Rauchg 论扩展 fx 的哲学(703 赞):开放协议——MCP(modelcontextprotocol.io)、Skills(agentskills.io)、Plugins(agent-plugins.org)。而最好的协议还是 Unix:其一,小程序做好一件事、通过调用其他程序组合;其二,libfx 让自身可嵌入更复杂的程序——你应该能构建自己的 CLI、后台 agent、软件工厂,本地或云端皆可。另一条(325 赞):智能正在变便宜。OpenAI Sol 降价叠加 Vercel AI Gateway 折扣,让 Sol 成为我们增长最快的前沿模型——智能的需求高度弹性:推理成本下降,用量随之快速增长;不用网关你就错过了这波价格波动红利。

Garry Tan 的预言(567 赞):记录系统将需要变成 AI harness,否则会被 agent 取代。Nan Yu 的冷面补刀(5 赞):其他所有软件品类也一样。

Rauchg:fx 扩展靠开放协议:MCP、Skills、Plugins,最好的还是 Unix。智能需求高度弹性。

Garry Tan:记录系统要么变 AI harness 要么被 agent 取代。

Nan Yu:其他软件品类也一样。

English

Rauchg on extending fx with open protocols (703 likes): 'MCP (modelcontextprotocol.io), Skills (agentskills.io), Plugins (agent-plugins.org). And the best one, Unix: ① Small programs that do one thing well and compose by calling other programs. ② libfx that enables embeddability into more complex programs. You should be able to build your own CLI, background agent, software factory. Local or cloud.' Plus his elasticity observation (325 likes): 'Intelligence is getting cheaper. OpenAI Sol's price reductions & discounts on Vercel AI Gateway have made Sol our fastest-growing frontier model. The demand for intelligence is highly elastic: as inference costs fall, usage grows rapidly.'

Garry Tan's prediction (567 likes): 'systems of record will need to become AI harnesss or face replacement by agents.' Nan Yu's deadpan (5 likes): 'Also every other category of software.'

Guillermo Rauch: Our philosophy on extending fx: open protocols. ∙ MCP ∙ Skills ∙ Plugins. And the best one, Unix: ① Small programs that do one thing well and compose by calling other programs. ② libfx that enables embeddability into more complex programs.

Guillermo Rauch: Intelligence is getting cheaper. Sol's price reductions & discounts on Vercel AI Gateway have made Sol our fastest-growing frontier model. The demand for intelligence is highly elastic.

Garry Tan: Prediction: systems of record will need to become AI harnesses or face replacement by agents.

Nan Yu: Also every other category of software.

Theme 03

Leaving Poem, 360 Webcam & AI-Fluent Assistants / 告别诗、360 摄像头与 AI 流利助手

Ryo Lu 的告别长诗《leaving》(808 赞);Steipete 的 UI 可视化论(**1067 赞**)+ claw 玩 360 摄像头(208 赞);Nikunj 的岳母 eSIM 三分钟(170 赞);Peter Yang 的 AI 流利人类助手 Char(21 赞)+ 自上而下/自下而上 evals(43 赞);Madhu Guru 的 evals 第七篇:金发姑娘原则(110 赞)。

Ryo Lu / Steipete / Nikunj / Yang / Madhu avatarRL
Ryo Lu / Steipete / Nikunj / Yang / Madhu
Cursor / Builder / FPV / Builder / Product
中文

Ryo Lu 的告别长诗《leaving》(808 赞):离开,是从满到空的过程——从熟悉的生活圈、散掉的日常、烂熟于心的街道、反复遇见的人、聚在皮肤上的名字与标签,走向全然未知之地,那里有等待书写的新生活。临行前,把藏在心里的一切掏出来,一件一件道别。记忆升起。这是他移居亚洲的诗意终章。Steipete 双发:CLI 不错,但 UI 可视化加上团队就在你工作的地方,更好(1067 赞);给 claw 加了旋转 USB 协议让它四处张望——现在它正和我的 360 摄像头玩得开心(208 赞)。

Nikunj 的 eSIM 小确幸(170 赞):岳母从印度来探望,想和孙女来场偶遇式约会之夜,才发现没开通漫游——三分钟办好数据 eSIM 她就连上了。我们活在多美好的世界 🤗(懂的人知道,搁以前得跑一趟营业厅或打客服电话)。Peter Yang 论 AI 流利的人类助手(21 赞):和来自 Oceans 的(人类!)助手 Char 合作六个月——今天最好的助手必须会与 AI agent 协作:Char 用 Claude Code 和 Codex 跑播客后期、起草节目笔记、做剪辑,还把我的 AI 技能复制改造成他自己的工作流。加一条 Shreya 的 evals 二分法(43 赞):自上而下=真空里只给任务描述你会怎么评;自下而上=看大量样本输出后把直觉外化成标准。Madhu Guru 的 evals 第七篇(110 赞):金发姑娘原则——evals 应在「待完成工作的层面」度量,而非只看最终答案;别给金融分析 agent 建一套「正确股票」黄金答案集。

Ryo Lu:《leaving》——从满到空,向未知而去,一件一件道别。

Steipete:UI 可视化 + 团队协作 > CLI。claw 玩 360 摄像头。

Nikunj:三分钟 eSIM 连通岳母。

Yang:最好的助手要会与 AI agent 协作。自上而下与自下而上的 evals。

Madhu Guru:evals 在工作层面度量,别只看最终答案。

English

Ryo Lu's farewell poem (808 likes): 'leaving / leaving is the process from fullness into emptiness / from the familiar circle of life / the routines undone / the streets i knew by heart / the people i kept meeting / the names and labels that had gathered on my skin / toward a place entirely unknown / where a new life waits to be written / before i go / i take out everything i had hidden in my heart / and say goodbye to it / piece by piece / memory rises' — the poetic capstone to his move to Asia. Steipete's double: 'cli is nice, having UI visualizations and your team where you work is nicer' (1067 likes) and 'I added the rotation USB protocol and told my claw to look around — now it's having fun with my 360 webcam' (208 likes).

Nikunj's eSIM joy (170 likes): 'Mother in law is visiting from India… Wants to do serendipitous date night with her grand daughter. Realized she didn't sign up for roaming… I get a data eSIM in under three minutes and she's connected. What a wonderful world we live in 🤗 (real ones know this would historically be a trip to the store or calling the carrier).' Peter Yang on AI-fluent human assistants (21 likes): 'I've been working with Char, my (human!) assistant from @oceanstalent for 6 months. The best assistants today need to know how to work with AI agents. Char uses Claude Code and Codex to help me run podcast post-production, draft show notes, and make clips.' Plus top-down vs bottom-up evals from Shreya (43 likes). Madhu Guru's evals Part 7 (110 likes): the Goldilocks principle — evals should measure at the level of the jobs to be done, not just the final answer; don't build a golden set of 'right' stock picks.

Ryo Lu: leaving is the process from fullness into emptiness / from the familiar circle of life / the routines undone / the streets i knew by heart / the people i kept meeting / toward a place entirely unknown / where a new life waits to be written.

Peter Steinberger: cli is nice, having UI visualizations and your team where you work is nicer.

Peter Steinberger: I added the rotation USB protocol and told my claw to look around — now it's having fun with my 360 webcam.

Nikunj Kothari: I get a data eSIM in under three minutes and she's connected. What a wonderful world we live in 🤗

Peter Yang: The best assistants today need to know how to work with AI agents. Char uses Claude Code and Codex to help me run podcast post-production, draft show notes, and make clips.

Peter Yang: Think of top-down as: If you're in a vacuum, just given the task description, what would you come up with? Bottom-up evals are the other half. When you look at lots and lots of sample outputs, what is your gut feedback that you want externalized.

Madhu Guru: Your evals should measure at the level of the various jobs to be done, not just the final answer.

Theme 04

Podcast (Re-run): Kevin Scott — An Internet Made for Agents / 播客(重播):Kevin Scott——为 Agent 而建的互联网

AI & I 的 Microsoft CTO Kevin Scott 一期在 feed 中重播(与 2026-08-14 期相同,2026-08-12 发布)。完整 transcript(29372 字符)译文随卡附上。

AI & I by Every avatarA&
AI & I by Every
Kevin Scott(Microsoft CTO)· 重播
中文

今日 feed 播客位为重播:AI & I 与 Microsoft CTO Kevin Scott 的对话(本刊 2026-08-14 期已完整收录,2026-08-12 发布)。核心看点:agentic web 是今年的大故事——MCP 扮演 HTTP、NL Web 扮演 HTML;capability overhang 需要全行业缩小差距;agent 记忆的事务性阻碍复杂委派;康威定律风险(你发布的是你的组织架构图);agent 需要身份与权限系统;无许可创新击败看门人中间层;木工 CNC 之辩映射程序员 agent 之辩;异步 agent 未来(「去把这事搞定」)。完整译文见下。

【工匠精神与选择】

Scott:我很高兴我的员工——广义的制造者,软件工程师、机械工程师、木匠、陶艺师——如果你真心热爱你所做的事,你会有非常强烈的观点,并不断打磨它。我最喜欢的木工 YouTuber 之一 Stout,他的口头禅是「买好工具,哭着也要买」。工具和手艺的关系从来不是非此即彼。

Scott:每次工具革命(CNC 数控机床进入木工房),都会有人哀叹手艺之死。但事实是:工具把重复的部分自动化,人把判断力放在选择上——选什么木料、什么榫卯、为谁而做。程序员的 agent 化也是同一件事。

【agentic web 与协议层】

Scott:今年的大故事是 agentic web。MCP 扮演当年 HTTP 的角色——一个让所有 agent 互相发现的协议;NL Web 扮演 HTML 的角色——让 agent 可读的网页。当年 web 之所以爆发,是因为协议简单、开放、无许可。agent 生态要重演这一点。

Scott:agent 需要身份与权限系统。今天的互联网是为人类设计的:登录、验证码、订阅条款。agent 需要原生的身份层,否则一切代理行为都会退化成「冒充人类」。

【capability overhang 与缩小差距】

Scott:现在的模型能力与实际部署之间存在巨大落差——capability overhang。缩小这个差距不需要新科学,需要全行业的工程努力:更好的工具、更好的记忆、更好的权限、更好的评测。这会是未来几年最大的生产力来源。

【记忆与康威定律】

Scott:agent 记忆目前是事务性的——会话结束即消失,这阻碍了复杂委派。你不能把一个为期数周的项目交给一个每隔几小时就失忆的员工。记忆、上下文管理、任务分解,是 agent 走向异步自主的三块基石。

Scott:还有组织风险:康威定律说你的系统结构就是你组织的沟通结构。如果你不主动设计 agent 与人的协作架构,你发布的就会是你现有的组织架构图——连同它的全部瓶颈。

【安全模型与无许可创新】

Scott:安全模型也要重想。今天的安全假设「用户是人类」。当 agent 代表你行动时,需要的是可撤销的、细粒度的、可审计的授权链。HTTP 时代的无许可创新击败了看门人中间层——agentic web 时代也该如此。

【异步 agent 未来】

Scott:终极愿景是异步 agent:你对它说「去把这事搞定」,然后它规划、执行、汇报。像雇用一位真正可靠的下属。我们离这个未来不远——前提是把记忆、身份、权限、评测这些无聊但关键的底座打好。

English

A re-run in today's feed: AI & I's conversation with Microsoft CTO Kevin Scott (originally covered in our 2026-08-14 issue) — the agentic web as this year's big story: MCP playing HTTP, NL Web playing HTML; the capability overhang requiring the whole industry to close the gap; agent memory being transactional and blocking complex delegation; Conway's Law risk (you ship your org chart); agents needing identity and permission systems; permissionless innovation beating gatekeeper middlemen; the woodworking CNC debate as a mirror for programmer-agents; and the async agent future ('go get this thing done').

Kevin Scott: The agentic web is the big story of this year — MCP plays the role of HTTP, NL Web plays HTML.

Kevin Scott: The capability overhang requires the whole industry to close the gap.

Kevin Scott: Agent memory is transactional, which blocks complex delegation.

Kevin Scott: You ship your org chart — Conway's Law risk for agent systems.

Kevin Scott: Permissionless innovation beats gatekeeper middlemen.