大多数公司会想使用这些
这些东西真酷！我认为大多数公司都会想要使用它们。
These are cool! I think most companies will want to use them.
AI 领袖动态
2026-04-23 · 32 条
反应迅速的影响
从杰夫报告此事到OpenAI给每个人发邮件撤回，仅仅过了3小时。#影响 #响应能力 #x是唯一重要的平台 https://t.co/rfK6IsagrX
3 hours from Jeff reporting this to OpenAI emailing everybody a retraction
#impact #responsiveness #xistheonlyplatformthatmatters https://t.co/rfK6IsagrX
Shopify团队的火力
@Shopify团队在这方面表现出色；将其加入“2025年12月发生了什么”的不断增长的图表列表中。这张图展示了Shopify所有技术人员的代币使用情况——在他们拥有无限代币预算的整个时间里，但最近出现了问题，斜率也发生了变化。https://t.co/3LUpAVhVRE
Team @Shopify brought some fire to this one; add this to the growing list of “WTF happened in Dec 2025” charts
(this plots token usage across all the technical staff of shopify - the whole time they had unlimited token budget, but something cracked recently and the slope is both https://t.co/3LUpAVhVRE
LS是首个播客
LS是@cursor的第一个播客，回顾一下当时只有5个人的@amanrsanger，还是在PMF之前。https://t.co/0tIvpIwjC4
LS was the first podcast cursor ever did
listen back to baby @amanrsanger when they were 5 people and pre-PMF https://t.co/0tIvpIwjC4
手工制作胜过草率
我也喜欢使用AI生成东西，但手工制作在最后的10%中，你需要手动应用自己的品味，才能制作出让自己感到自豪的东西。很多人从不去做。
Craft > slop
I love using AI to generate things too but craft is in that last 10% where you manually apply your taste to make something you can be proud of.
Many people never bother.
ChatGPT图像生成问题
ChatGPT图像在移动应用上运行良好，但在@ChatGPTapp网页上生成图像时，它常常忘记自己有图像工具的访问权限，而开始生成代码，导致出现这样的“图像”，哈哈。似乎是个bug，请修复。https://t.co/0a5STt0aCV
ChatGPT Images works great from the mobile app, but when I try to generate images on @ChatGPTapp web - it often forgets it has access to the image tool and start generating code instead, resulting in "images" like this lol
Seems like a bug please fix. https://t.co/0a5STt0aCV
在竞争激烈的AI编码领域的挑战
我认为@cursor_ai不得不对自己的模型进行后期训练，并现在与xAI合作计算，显示了在竞争激烈的AI编码（或一般知识工作）领域成功是多么困难，尤其是没有完全掌控技术栈的情况下。
The fact that @cursor_ai had to post-train its own model and now partner with xAI for compute I assume shows how hard it is to succeed in the ultra competitive AI coding (or just general knowledge work) space without owning full stack.
下一阶段的纪录片
如果你喜欢我们的Agent 3纪录片，这将是下一个层次，专注于Replit Builders。这将是一个系列。
If liked our Agent 3 documentary, this is next level, and focused on Replit Builders. It will be a series.
Replit上的初创公司
许多在Replit上启动的初创公司现在的估值超过1亿美元——我们现在有一个初创公司计划，提供25000美元的免费信用额度。
Many startups launched on Replit are now $100m+ — we now have a startup program with $25k free credits.
自动化安全监控
有时你制作的安全应用在其某个依赖项出现漏洞时，可能会突然变得脆弱。通常你需要雇佣工程师来监控和处理这些问题。我们刚刚用Auto-Protect实现了自动化。这就像是你的安全工程师24小时在线。
Sometime apps you made that are secure might suddenly become vulnerable when there is an exploit in one of its dependencies.
Typically you need engineers on payroll to monitor and handle this.
We just automated that with Auto-Protect. It’s like your security engineer 24x7.
使用 Plaid 和 Replit 构建金融应用
使用 Plaid 和 Replit 可以轻松构建金融应用程序。
Build finance apps with Plaid + Replit!
针对国会议员 Randy Fine 的诉讼更新
我对国会议员 Randy Fine 的诉讼有了新进展。他试图通过解除对我的封锁来逃避责任，但这不仅关乎我，而是关于 Fine 对第一修正案的不尊重。我们不会停止，直到他被迫解除对所有美国人的封锁，尊重他们的权利。
Update on my lawsuit against Congressman Randy Fine.
He tried to weasel out of the case by unblocking me, but this isn’t just about me. It’s about Fine’s DISRESPECT for the 1st Amendment.
We will not stop until he’s forced to unblock all Americans and respect their rights. https://t.co/sTPhkbk8kH
软件无头化的重大新闻
这是软件无头化的重大新闻，将把知识工作代理带给大众。新的 ChatGPT 代理可以访问任何你想要使用的工具和数据，具备完整的编码和工具使用能力。
This is probably the biggest news yet in software going headless, and will bring knowledge work agents to the masses. The new ChatGPT agents have access to any of the tools and data you want to work with, with complete coding and tool use available to them.
Here's an example of https://t.co/ZRimPR1DQo
重新理解现实世界的机会
如果你读了这个而不理解为什么会发生这种情况，那是一个重新理解现实世界运作方式的机会。现实世界需要大量帮助才能在企业中真正启动代理。公司有遗留的技术堆栈需要处理。
If you read this and don’t understand why it’s happening it’s an opportunity to reset your understanding of how the real world works.
The real world will need a ton of help actually getting agents going in the enterprise. Companies have legacy tech stacks they need to
了解市场和客户的重要性
这完全正确。如果你了解你的市场、客户以及你解决的问题，你就有品味，知道什么是好的，什么是糟糕的。现在你可以飞翔了。
This is 100% right. If you know your market, your customer, and what problem you're solving, you have taste, you know what is good and what sucks
You can now fly
有趣的图示
这个图示很酷，除了它幻觉了我的脸。
This diagram is kind of cool except it hallucinated my face
GBrain 的期望
期望是 GBrain 安装并提供所有这些功能。目前仍然需要你说很多“帮助我的 openclaw 利用 GBrain 仓库中的所有东西”，而不是像 GStack 那样，AskUserQuestion 可以让你保持流畅。
OK the aspiration is GBrain installs and gives you all this stuff
Right now it does still require you to say a lot of "Help my openclaw take advantage of all the things in the GBrain repo" versus something that is like GStack where AskUserQuestion just keeps you in flow
新的干燥原则
薄的框架、丰富的技能和丰富的代码 = 新的干燥原则。
Thin Harness Fat Skills Fat Code = THE NEW DRY
代理工程中的同时发现
我不知道，但最近在代理工程中有很多同时发现。结果发现我昨晚 2 点的帖子中关于 SKILLIFY 的想法与 Claude Code 内部的想法相似！
Had no idea but there is a lot of simultaneous discovery in agentic engineering these days
Turns out the ideas about SKILLIFY from my post at 2am last night is similar to a Claude Code internal!
新的编码循环
下面的循环替代了我 50% 的代理编码。这就是我如何构建 GBrain 和我个人的小型 AGI，完全了解我和我关心的事物。这并不难，实际上很有趣。我做一些事情，使用 OpenClaw，然后说 SKILLIFY IT。
This cycle below is what has replaced 50% of my agentic coding. This is now how I am building GBrain and my own personal mini-AGI with full context on me and the things I care about.
It's not hard. It's quite fun. I do something, anything with OpenClaw, then I say SKILLIFY IT https://t.co/hlnImotf1V
如何高效构建功能
我现在的功能构建方式是：在 OpenClaw 中完成一次，然后运行 /skillify，这样就能永久保持这种效果。
Basically how I'm building all my features these days: Do it once in OpenClaw, then just run /skillify and it does it like that forever
...
https://t.co/3E2XKw18IW
https://t.co/3E2XKw18IW
过去是可以改变的
“过去是可以改变的。过去从未被改变过。”——乔治·奥威尔，《1984》
“The past was alterable. The past never had been altered.” —George Orwell, 1984
我的 GBrain 正在变得自主
我的 GBrain 正在变得自主 👀
My GBrain is becoming autonomous 👀 https://t.co/UwRFh4cMbz
GPU NIMBY 现象失控
GPU NIMBY 现象正在失控。
The GPU NIMBYs are out of control
合作伙伴关系标签的困扰
在 X 之前，我会使用付费合作伙伴标签，但实际上我并没有获得任何报酬。@acv 和 @JustJake 强迫我这样做，所以请使用他们的产品并向他们提出功能请求 🙏
Before X kicks me out, I WOULD use the paid partnership label but I wasn’t actually paid anything for this..
@acv x @JustJake forced me do this so please use their products and bombard them with feature requests 🙏 https://t.co/Tc1OVOgdKZ
值得信任的人的引荐
双重选择加入很酷，但我强烈推荐给 10-15 个你信任的人完全的盲目引荐权限。这是最大化意外收获的最快方式，也是我结识一些最迷人的人的最佳方法！
Double opt in is cool, but I highly highly recommend giving 10-15 people you trust FULL blind intro privilege.
It’s the fastest way to maximize serendipity.
It’s the single best thing I’ve done to meet some of the most fascinating people!
OpenClaw 更新发布
OpenClaw 2026.4.21 正式上线。小版本更新，重要修复：npm 更新现在可以修复打包插件的运行时依赖，并提供 Docker E2E 覆盖，以确保 Telegram/Discord/Slack 在升级后不会出现问题。同时回溯支持 OpenAI Image 2。
OpenClaw 2026.4.21 is live.
Small release, important fix: npm updates now repair bundled plugin runtime deps, with Docker E2E coverage so Telegram/Discord/Slack do not break after upgrade.
Also backports OpenAI Image 2 support.
npm i -g openclaw@latest
CI 时间大幅缩短
我们通过一些并行化工作将 CI 时间从 8 分钟缩短到 2 分钟。感谢 @useblacksmith 的赞助，让我们能够充分利用他们的服务器。
Did some work to get our CI times down from 8 to two minutes via some... parallelization. Kudos to the @useblacksmith folks for sponsoring + letting us melt their servers. https://t.co/CkrAuTDsK1
这里有很多好主意
这里有很多好主意。
a lot of good ideas in here
优秀领导者的特质
优秀的领导者以“主人模式”运作，承担风险和不确定性，通过判断快速学习并赢得信任。@nikesharora 以身作则，感谢他来到 @southpkcommons。
Great leaders operate in "owner mode."
Assume the responsibility for risk and uncertainty.
Learn fast and earn trust through judgment.
@nikesharora is leading by example. Thanks for coming by @southpkcommons. https://t.co/697drARtOl
这太酷了
This is dope
This is dope