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Swyx
Latent Space 联合创始人
2026-04-15 22:24
代理人的年头
我曾评论“这是代理人的年头”,但这主要是一个优化问题。相反的问题是,如何让代理人组成和管理/查询其他代理人,这是能力的问题。作为Cog的顾问,我为能在此过程中贡献一份力量而感到自豪。
I've commented that "this is the year of subagents", but that is largely an optimization problem.
the inverse problem - having agents that compose and boss agents that manage/query them - is a capabilities one.
as an advisor to cog, proud to have played a small part in https://t.co/9SkH0YzGKY
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Swyx
Latent Space 联合创始人
2026-04-15 05:58
Slack图表的真相
顺便提一下,著名的Slack图表是Slack的宣传,每个引用它的人都有法律义务链接到@sophiebits。
btw the famous slack chart is slack propaganda and everyone who cites it is legally obligated to also link to @sophiebits https://t.co/a1lra0Pwbf
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Claude的频繁故障
感觉Claude几乎每隔一天就会出现故障——我想知道这是否与发布速度、计算能力的扩展或其他因素有关?
Feels like there's an outage for Claude every other day - I wonder if this is related to the pace of shipping, just scaling compute, or something else?
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推理运行地点
“你在哪里运行推理?” “在allbirds。” “是鞋子吗?” “对。”
“Where do you run inference?”
“allbirds”
“The shoes?”
“Yea” https://t.co/2DgPXr2rsw
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开源安全度量
如果使用类似Mythos的前沿模型完全自动化发现安全漏洞,那么GitHub应该有一个指标,类似于星级,显示用于保护/加固开源包的计算资源。例如:linus/linux,200k星,花费239M美元。这是开源软件值得信赖的唯一方式。
If finding security flaws is fully automated with frontier models à la Mythos, then GitHub should have a metric, like stars, showing how much compute is spent securing/hardening an open-source package. Example:
📦 linus/linux
⭐️ 200k 🦾 $239M
Only way OSS can be trusted.
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转换应用的技能
我构建了很多一次性转换应用——现在这只是一个技能。
I built so many one-off conversion apps — now it’s just a skill.
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设计的未来
这就是设计的未来。并不仅仅是这个特定工具,而是世界上每个团队现在都有能力建立自己的“设计工厂”。Shader Lab是用Claude Code、@threejs、@nextjs和@vercel构建的,完全符合需求和愿景。
This is what the future of design looks like. Not just this specific tool¹, but the fact that every team in the world is now is empowered to build their own 'design factory'.
Shader Lab was built with Claude Code, @threejs, @nextjs, and @vercel. To the exact needs, vision, and
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OpenClaw的安全性
现在是四月,OpenClaw配备docker沙箱、日志mitmproxy防火墙和Clawvisor,您就可以开始了。OpenClaw“不安全”的时代已经结束。
It’s April now
OpenClaw with docker sandbox, logging mitmproxy firewall and Clawvisor and you are good to go
The days of “it’s insecure” for OpenClaw are over
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链接分享
https://t.co/wNjRbLZQU1
https://t.co/wNjRbLZQU1
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个人身份
我不是韩国人,但总体来说还不错。
I'm not Korean but pretty cool overall
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前奥克兰市长被任命为CEO
湾区理事会刚刚任命前奥克兰市长利比·沙夫为首席执行官。她的任期内,警力削减,企业外逃,继任者因联邦指控被起诉。这是一个典型的向上失败的例子。
The Bay Area Council just named former Oakland Mayor Libby Schaaf as CEO. Her record: a gutted police force, fleeing businesses, and a successor indicted on federal charges.
This is a classic example of failing upwards.
https://t.co/ETSqR9TMOC
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封闭花园无法在AI时代生存
在人工智能时代,封闭的生态系统无法继续存在,必须适应开放和共享的环境。
The walled garden cannot stand in the age of AI
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OpenClaw是重大创新
OpenClaw是自ChatGPT和Claude Code以来最重要的创新。这将是所有人都能感受到的第三次冲击波。
OpenClaw is the most significant innovation since ChatGPT and Claude Code
It’s the third shockwave that will be felt by all
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Vicha Ratanapakdee的杀手获释
Vicha Ratanapakdee的杀手已被释放。中国平权行动组织正在申请另一个拨款,为即将到来的晚会做准备,届时非营利捐赠者可以互相祝酒,而我们的亚裔美国社区则在震惊中默默观看。
Vicha Ratanapakdee's killer is free. Chinese for Affirmative Action is applying for yet another grant, preparing for another gala where virtue signaling nonprofit donors can toast each other...
While our Asian American communities watch in stunned silence as our elders are https://t.co/KWSzFRyW4S
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知识工作将越来越依赖Markdown技能
今天在YC,我发现自己一次又一次地向人们解释,大多数知识工作将越来越多地编码为与特定为代理调用而编写的确定性代码相结合的Markdown技能(胖技能)和代码(胖代码)。
I found myself explaining this to people over and over again at YC today because I think most knowledge work will increasingly be encoded in markdown skills (fat skills) that work hand in hand with deterministic code written specifically to be called by agents (fat code)
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GStack帮助人们完成任务
有很多类似的案例,GStack帮助人们高效完成任务。
Many such cases
GStack helps people get things done
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Claude Cowork的路线图
Claude Cowork的路线图仅有一个月的计划。在人工智能领域,事情发展得太快,无法进行更长远的规划。我们需要快速发布、评估和迭代。
The roadmap for Claude Cowork is… one month long.
Things are moving too fast in AI to plan any further. Ship, evaluate, iterate.
@felixrieseberg, who heads up Cowork at @AnthropicAI https://t.co/8YYpbM2yXU
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这个激进的转变经过深思熟虑
这个激进的转变一定是在经过深思熟虑后做出的。
This radical pivot must have come after a lot of sole searching
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GPT 5.4-Cyber的闭源逆向工程能力
如果你看看GPT 5.4-Cyber及其闭源逆向工程的能力,我有坏消息告诉你。我确实感受到痛苦,有数百个团队试图攻击@openclaw。我们的回应是快速迭代和代码加固。
If you look at GPT 5.4-Cyber and it's ability for closed source reverse engineering, I have bad news for you.
I do very much feel the pain though, there's hundreds of teams that try to poke holes into @openclaw. Our response has been of rapid iteration and code hardening. Which
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再次对骗子感到惊讶
我再次对骗子感到惊讶。
once again, I’m amazed by scammers.
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一句概括
这条推文使用“banger”一词,可能是在表达某种强烈的赞同或兴奋,具体含义需结合上下文理解。
banger
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编程无处不在
这条推文指出,所有事物都与编程代理有关,强调编程在现代技术中的重要性。
everything is coding agent
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AI解决问题的循环
当AI在某个过程的任何环节引发问题时,解决方案总是需要在过程的另一端使用AI。这种情况屡见不鲜。
when AI causes problems in any part of a process, the solution is always AI at the other end of the process
many such cases
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创业思维的转变
传统的创业思维是创造工具来解决问题,而新的创业思维则是创造能够解决问题的个性。
old startup thinking: make a tool to solve a problem
new startup thinking: make a personality that can solve problems