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模型选择的焦虑
我有时会因为不使用最智能的模型或设置而感到焦虑,但有时我并不介意速度很慢。我在想,我们是否应该更多关注价格与速度的权衡,而不是价格与智能的权衡。
i get some anxiety not using the smartest-available model/settings.
but sometimes i dont mind if it's really slow.
i wonder if we should focus more on a price/speed tradeoff relative to a price/intelligence tradeoff.
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Codex 免费试用活动
Codex 是最好的 AI 编程产品,我们希望让用户轻松尝试。在接下来的 30 天里,我们将为希望尝试切换的公司提供两个月的免费 Codex 使用。
codex is the best AI coding product and we want to make it easy to try.
for the next 30 days, we are giving companies that want to try switching over two months of free codex usage.
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Swyx
Latent Space 联合创始人
2026-05-14 00:27
模型路由公司数据分析
每当一个模型路由公司发布数据时,值得一看。我们了解到,Gemini 在教育和个人助手领域领先,Ant 在 vibecoding、koding 和后端办公方面领先,而 OAI 在招聘外联方面领先。
any time a model router company drops data, its worth browsing.
here we learn that gemini leads in education and personal assistants (?!), ant leads in vibecoding and koding and back office (?!), and oai leads in recruiting outreach (?!)
*for the subset that goes thru vercel https://t.co/Fk787s05HF
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Swyx
Latent Space 联合创始人
2026-05-13 01:49
自主性水平的提升
自主性水平的增加分为三个层次:/技能:预设提示;/计划:人类优化输入;/目标:AI 评估输出。
increasing levels of autonomy:
/skill: preset prompts
/plan: human-refined inputs
/goal: AI-evaluated outputs
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Claude Code 和 Codex 的实用案例
使用 Claude Code 或 Codex 组合和编辑 PDF 是一个被低估的用例。在 Preview 或 Adobe Acrobat 中尝试这项工作简直是噩梦,而我只需告诉 AI 去做就可以了。它在裁剪扫描的 PDF 方面也很出色,只需告诉它“裁剪掉空白区域”。
An underrated use case with Claude Code or Codex is simply combining and editing PDFs.
Trying to do it in Preview or Adobe Acrobat is a nightmare. Instead I can just tell the AI to do it.
It's also amazing at cropping scanned PDFs, just tell it to "Crop out the empty spaces." https://t.co/OJsSYbVOCN
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蛋白质摄入的重要性
我认为每天摄入足够的蛋白质以促进肌肉生长比实际锻炼更难。
I think eating enough protein daily to grow muscle is harder than actually working out
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AI 与专业技能的关系
我觉得 AI 让人们迅速达到平均水平,但如果你真的懂行(或者足够关心去付出额外努力),你会比以往更受欢迎,因为人们会在一片糟糕中渴望工艺。
I feel like AI gets people to average quickly but if you really know your shit (or you actually care enough to go the extra mile) you’ll be more in demand than ever because people will long for craft in a sea of slop
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下周伦敦见
我下周将在伦敦,欢迎大家来找我!
I’ll be in London next week. Pull up!
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Notion 开发者平台
这太棒了。Notion 的开发者平台建立在 Vercel Sandbox 上。你可以无缝地原生扩展 Notion,或者使用他们的 MCP 将 Notion 带入你的工作中。这个着陆页也是超赞的!
This is so good. Notion's developer platform is built on Vercel Sandbox. You can seamlessly extend Notion natively, or use their MCP to bring Notion to your work.
This landing page is also Next-level!
https://t.co/LXVe7hz18P
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Vercel 的 AI 网关
Vercel 的 AI 网关让我们一窥现实世界中 AI 和代理的使用情况。Google 是生产规模的王者,Anthropic 在编码和支出方面占主导地位,OpenAI 自 5.4 以来快速增长,而 OSS 也在不断取得进展。AI 竞赛比看起来要流动得多。
Vercel's AI Gateway gives us a glimpse into real-world production AI and Agents usage.
Google is king of production scale, Anthropic dominates in coding & spend, OpenAI is growing fast since 5.4, and OSS continues to gain ground.
The AI race is a lot more fluid than it looks :)
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理解前线工程师职位的重要性
如果我是大学职业顾问,我会迅速帮助学生了解前线部署工程师职位的存在及获取方式。这些职位要求深厚的技术技能,通常需要计算机科学专业或辅修。
If I were a college career counselor or in career services, I’d quickly be figuring out how to get students to understand these forward deployed engineer jobs exist and how to get them.
The requirements are a mix of deep technical skills, often CS majors or minors. You must be
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前线工程师职位需求激增
前线部署工程师或同类职位即将成为科技行业最受欢迎的工作之一,也是人工智能推广中最重要的职能之一。部署代理的任务比大多数人意识到的要复杂得多,通常比简单的部署工作更为繁琐。
Forward deployed engineers, or equivalent, are about to become one of the most in-demand jobs in tech. And one of the most important functions for AI rollouts.
Deploying agents is far more technical of a task than most people realize, often far more involved than deploying
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面对来自SEIU-UHW的攻击
我即将受到来自SEIU-UHW宣传办公室的抨击。他们想要摧毁加利福尼亚的繁荣,吞噬金蛋,所以自然会针对我。
Hit piece coming out on me direct from the propaganda office of SEIU-UHW shortly
They want to destroy prosperity in California and eat the golden goose so of course they go after me
🙄
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我的播客节目上线
我在Rick Rubin的播客《Tetragrammaton》上的节目现已上线。
My episode on Rick Rubin's podcast Tetragrammaton is now live https://t.co/PvExcT42sZ
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自豪成为YC的首位投资者
我非常自豪成为YC的首位投资者,并与我的朋友们@initialized一起支持他们。
Really proud to be first investor with this one at YC, and for them to carry the torch with my friends @initialized
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不要相信政治机器
不要上当。这个机器有昂贵的公关宣传,但我们实际上有眼睛和长久的记忆。Connie Chan是一个由同样的利益集团挑选的政治机器,她们造成了旧金山的恶性循环,引发了住房危机,并想要摧毁繁荣和公共安全。
Don’t fall for the ruse. The machine has expensive PR spin but we actually have eyes and a long memory
Connie Chan is a machine politician chosen by the same players who created the SF doom loop, caused the housing crisis and want to destroy prosperity and public safety
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假装工作中的我
我假装在工作,而我的代理在后台24/7运行。
me pretending to do work while my agents run 24/7 in the background https://t.co/50SlXQOIM8
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在纽约发生的疯狂事情
在纽约发生了一件疯狂的事情,我仍然笑得合不拢嘴。我与一位非常亲密的朋友喝咖啡,他感叹他之前工作的初创公司从未达到真正的潜力。我们一起头脑风暴,想象在这个代理时代会是什么样子。
The craziest thing happened in NYC and I’m still smiling ear to ear about this..
Meet a very close friend for coffee who’s lamenting how the startup he worked at previously never reached its true potential. We brainstorm a few ideas of what it would look like in this agent era.
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不要相信绝对的建议
永远不要相信(或倾听)给出绝对建议的人。在这个时代,一切都在迅速变化和重组。虽然有些事情是永恒的,比如关注留存、经营好企业和不欺诈,但很多事情却并非如此。
Never trust (or listen) to anyone that gives advice in absolutes..
Not in this era. Not at this time. Everything is changing and rearranging so freaking quickly.
Sure, some things are evergreen - focus on retention, run a good business and don’t commit fraud. But a lot of the
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Crabbox 0.13.0版本上线
Crabbox 0.13.0版本现已上线,新增功能包括:🧪 模态沙盒运行、🧼 过期工作目录的完全重新同步、🪟 原生Windows脚本和预检支持、🔧 更清晰的SSH/同步失败提示。我几乎在每个PR中都在使用这个。
Crabbox 0.13.0 is live
🧪 Modal sandbox runs
🧼 Full resync for stale workdirs
🪟 Native Windows script + preflight support
🔧 Clearer SSH/sync failure hints
Been using that for almost every PR now.
https://t.co/XBN8SJFBMC
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用爪子控制安卓手机
通过 Tailscale 将安卓手机串流到我的 Mac,并用爪子控制它,现在我的爪子可以帮我叫 Uber。
Streaming an Android phone to my Mac in a data center via Tailscale + https://t.co/iT7Eq2zYG7 and my claw controls it via https://t.co/2cXk37Lxt7.
Now my claw can order me an Uber. https://t.co/q3xXgy2bTY
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微软支持 OpenClaw 企业版
向微软致敬,他们正在帮助 OpenClaw 为企业做好准备。
Kudos to Microsoft, they're helping to get OpenClaw ready for enterprises.
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Codex 调试 Telegram 问题
Codex 在调试 Telegram 问题时需要一个新令牌,于是使用 Peekaboo 打开 Telegram Mac 应用,与 botfather 对话并完成了操作。计算机的使用真是太神奇了。
Codex was debugging a Telegram issue and needed a new token, so it used Peekaboo to open the Telegram Mac app, talked to botfather and just did it.
Computer Use is amazing. https://t.co/0wvhR0NWOj https://t.co/8hDhxirOJm