AI Twitter 不被重视的原因
这条推文指出，AI Twitter 的内容缺乏可信度，导致人们不认真对待它。推文附带链接，可能包含更多信息。
this is why nobody takes ai twitter seriously https://t.co/MpTIo5aa6G
AI 领袖动态
2026-04-04 · 76 条
与 @swyx 和 @sunfanyun 的精彩对话
（转发自 @chrmanning）很高兴能在 @latentspacepod 上与 @swyx 和 @sunfanyun 讨论世界模型。以下是我对成功世界模型所需条件的更多深入思考。
↩ 转发自 @chrmanning
It was great to talk with @swyx and @sunfanyun on @latentspacepod about world models.
🔥 Below I give a few more long-form thoughts on what is needed for successful world models. 🧵👇
https://t.co/QEEm8RKiWc
自我改进的突破
我们实现了自主自我改进——我可以将博客文章和推文直接复制粘贴到 @devinai 中，它能一次性完成整个实现。没想到真的能成功，看到结果时我惊呆了。这超出了 @GoogleDeepMind 的预期。
We have achieved agentic self improvement - i can just copy paste blogposts and tweets into @devinai and it oneshots the complete implementation
wasnt actually sure this was gonna work, jaw dropped when it did. this is very out of distribution of the underlying @GoogleDeepMind https://t.co/m16umxMcvP
欢迎 @sarahookr 加入新加坡活动
（转发自 @SherryYanJiang）很高兴 @sarahookr（@adaption_ai 的首席执行官）将加入我们在新加坡的 @aiDotEngineer 活动！她在 AI 社区做了很多出色的工作，曾担任 @cohere 的研究副总裁和 Google Brain 的研究工作。这对我来说很特别，因为我认识她超过十年。
↩ 转发自 @SherryYanJiang
excited that @sarahookr (ceo of @adaption_ai) is joining us at @aiDotEngineer singapore!
sara's done amazing work for the ai community, from her roles as vp of research at @cohere and research work at google brain.
this one is personal, as i've known sara for over a decade. https://t.co/I6xCKw9OcG
Marc Andreessen 的 2026 AI 论点
（转发自 @latentspacepod）Marc Andreessen 提出了他的 2026 AI 论点：代理、开源，以及这次为何不同。@pmarca 表示，AI 从业者在乌托邦和末日之间摇摆不定，原因很简单：这个领域“几乎已经存在”了 80 年。但现在情况有所不同。
↩ 转发自 @latentspacepod
🆕 Marc Andreessen’s 2026 AI Thesis: Agents, Open Source, and Why This Time Is Different
https://t.co/wmu0s7vyLn
@pmarca of @a16z says AI people keep swinging between utopian and apocalyptic for one simple reason: this field has been “almost here” for 80 years. But now, the https://t.co/kYnLP5jZh1
期待下周的欧洲 AI 活动
（转发自 @thorwebdev）迫不及待想在下周的 @aiDotEngineer 欧洲活动中见到大家！谁在城里？欢迎来我的演讲和 @GoogleDeepMind 的展位找我！
↩ 转发自 @thorwebdev
Can't wait to see y'all at @aiDotEngineer Europe in London next week! 🙌
Who is in town? Come find me at my talk and the @GoogleDeepMind booth! 👇 https://t.co/2tLVSklEeX
订阅 @swyx 的新内容
（转发自 @polunzh）订阅 @swyx 的内容，链接在此：https://t.co/YIl1c6Bwj9
↩ 转发自 @polunzh
Subscribe to https://t.co/YIl1c6Bwj9, by @swyx https://t.co/hY9l3IKDS5
AIE 欧洲活动即将来临
下周 AIE 欧洲活动将在伦敦全面展开！我非常期待展示欧洲最优秀的公司、研究和 AI 工程师！有三种完全免费的方式参与：城里有十几个侧边活动，从 Snorkel 到 GitHub，再到 Arize 和 ClawCon。
so AIE Europe is completely taking over 🇬🇧London next week! very very hyped to showcase the best companies, research, and AI engineers in Europe!
3 COMPLETELY FREE ways to join in:
- there are a dozen side events around town! from Snorkel to GitHub to Arize to ClawCon and https://t.co/5lTiTlHQFB
Anthropic 的新政策
Anthropic 刚刚发邮件表示，使用 Claude 订阅的用户将无法再运行像 OpenClaw 这样的第三方工具。目前，OpenAI 和 Anthropic 都在亏损，因为一些高频用户使用他们的 $100-200 订阅计划全天候运行多个代理。
Anthropic just sent an email saying that you can no longer run 3rd party harnesses like OpenClaw using Claude subscriptions.
Right now, both OpenAI and Anthropic are losing money on power users who run multiple agents 24/7 using their $100-200 subscription plans.
This reminds
不！
这条推文表达了强烈的失望或反对情绪，具体内容未提供。
Nooooo https://t.co/dFth8C6sT7
OpenAI Codex团队产品发布内幕
本周末，我将分享OpenAI Codex团队如何发布产品的罕见内幕，包括：@romainhuet（开发者关系负责人）如何使用Codex进行现场演示；Codex产品负责人@embirico对产品经理、招聘和产品路线图的独到见解；团队如何构建https://t.co/rLciMuCP4E。
This weekend, I'm sharing a rare inside look at how OpenAI's Codex team ship products, including:
→ Live demo of how @romainhuet (Head of DevRel) ships with Codex
→ Codex product lead @embirico's spicy takes on PM, hiring, and product roadmaps
→ How the team built the https://t.co/rLciMuCP4E
迪士尼乐园游玩生存技巧
我已经带孩子们去过3个迪士尼乐园（洛杉矶、东京、上海）。以下是避免排队3小时的生存技巧：1. 通过入住迪士尼酒店或单独购买早期入园票获得早期入园，第一小时非常关键。2. 立即前往最受欢迎的游乐设施。https://t.co/eKBJDjzmm0
I’ve taken my kids to 3 Disneylands now (LA, Tokyo, Shanghai). Tips on how to survive the visit and avoid 3 hour lines:
1. Get early access by staying at the Disney hotel or purchasing early access separately. The first hour is key.
2. Go to the most popular ride right away. https://t.co/eKBJDjzmm0
理想的终端皮肤设计
最佳游乐设施。应该有人制作一个具有《创：战纪》美学的IDE或终端皮肤。https://t.co/uHEeiemjwz
Best ride. Someone should make a IDE or terminal skin that has the Tron aesthetic https://t.co/uHEeiemjwz
网站SEO审计建议
（转发自@amasad）对你的网站进行SEO审计。
↩ 转发自 @amasad
SEO audit your site.
改善网站SEO的工具
（转发自@samuel_spitz）你的网站SEO正在损失流量。介绍Replit SEO审计——几分钟内修复你的SEO。https://t.co/jjvbWl9whq
↩ 转发自 @samuel_spitz
Your website's SEO is costing you traffic
Introducing Replit SEO Audit - fix your SEO in minutes https://t.co/jjvbWl9whq
零工程师构建AI客户成功副总裁
（转发自@jasonlk）我们在@replit上构建了自己的AI客户成功副总裁，零工程师参与。人力工作时间减少70%。客户登录量增加10倍。能在10分钟内发送100封个性化赞助邮件，以前需要人类一整周。更多关于我们如何做到这一点的信息：👇
↩ 转发自 @jasonlk
We built our own AI VP of Customer Success on @replit with zero engineers. 70% fewer human hours. 10x more customer logins.
Sends 100 personalized sponsor emails in 10 minutes that used to take a human a full week.
More on how we did it and how you can too:👇
犹他州销售办公室的机会
（转发自@bryce）有足够的未开发人才可以为快速增长的湾区公司在犹他州开设和配备数百个销售办公室。这是一个巨大的机会。
↩ 转发自 @bryce
There’s enough untapped talent to open and staff hundreds of sales offices in Utah for the fastest growing Bay Area companies.
Huge opportunity.
针对@RepFine的诉讼
（转发自@Aaron4fl6）针对@RepFine提起了两起诉讼。他何时才能接受自己并不高于法律的事实？他的保安在宣誓声明中为何撒谎？我们为何要为他的保安支付每天1680美元？两起案件已根据佛罗里达州法律申请替代服务。cc @amasad https://t.co/9s1HCwqH29
↩ 转发自 @Aaron4fl6
Two lawsuits filed against @RepFine
When will he accept the fact, he is not above the law?
Why is his security lying in a sworn statement?
Why are we paying $1,680 per day for his security?
Both cases have moved for alternative service under Florida law.
cc @amasad https://t.co/9s1HCwqH29
SEO提升的实用建议
（转发自@mohantyabhijit）这真的很有帮助。给了我很好的可操作性见解，我打算在周末提升我的副项目的SEO。或者也许在一个小时内。
↩ 转发自 @mohantyabhijit
This is really helpful. Gave me nice actionable insights, gonna bump up my side projects' SEO over the weekend. Or maybe in an hour.
以色列对黎巴嫩南部居民的警告
（转发自@ryangrim）以色列明确警告黎巴嫩南部的基督教和德鲁兹居民，不要在他们中间隐藏穆斯林居民，因为以色列军队正在推进。Sheryl Sandberg对此没有任何反应。
↩ 转发自 @ryangrim
Israel is explicitly warning Christian and Druze residents in southern Lebanon not to hide Muslim residents among them as their forces advance.
Not a peep from Sheryl Sandberg.
新款 Box Agent 发布
新推出的 Box Agent 可在整个 Box 文件系统中工作，维护所有安全和访问控制，特别适合企业内容的使用。这意味着用户现在可以从所有企业内容中提问，进行搜索。
Introducing the new Box Agent. The Box Agent works across your entire Box file system, maintaining all your security and access controls, and is hyper tuned for working with enterprise content.
This means you can now ask questions from all your enterprise content, search for https://t.co/myqykshYyE
Garry's List 页面速度提升
Garry's List 的页面速度现在达到了 95，代码生成的保守派们该坐下了。
Garry’s List is now a 95 on page speed and the codegen luddites should take a seat 🫡
发布新工具 /plan-devex-review
我在 GStack 上为自己制作工具，今天发布了 /plan-devex-review，帮助你创造出色的开发者体验。特别感谢 Addy Osmani 的 DX 框架给予的灵感。
I make tools on GStack for myself, so I am releasing /plan-devex-review today to help you create amazing Developer Experiences.
Big thanks to Addy Osmani's DX framework for the inspiration here. https://t.co/i5Qy553Q8Q
编程的变化
（转发自 @nbaschez）在我的经验中，这非常真实。编程曾经感觉悠闲放松，像填字游戏或数独，现在却更像辩论。我的处理能力达到了吸收复杂信息和做出有实际后果的决策的极限。
↩ 转发自 @nbaschez
This is very true in my experience
Programming used to feel kind of leisurely and relaxing, like a crossword or sudoku
Now it feels more like debate. My raw horsepower is at the limit of my ability to absorb complex information and make decisions with real consequences.
运行多个代理的建议
（转发自 @addyosmani）建议：找出你同时运行多个代理的个人极限。我们需要接受，更多的代理并不意味着你能提供更多的服务。叙述仍然主要集中在吞吐量和并行性上，但几乎没有人讨论实际情况。
↩ 转发自 @addyosmani
Tip: Figure out your personal ceiling for running multiple agents in parallel.
We need to accept that more agents running doesn't mean more of _you_ available. The narrative is still mostly about throughput and parallelism, but almost nobody's talking about what it actually
喜欢这张照片
我看到自己被标记在这张照片里，我喜欢它。
I see me tagged in this photo and I like it
Pedro 在 Brex 的 AI 成就
Pedro 在 Brex 建立的 AI 令人惊叹。我认为我们将来会回顾这段时间，认为这是 Pedro 深入一个主题并发布了一个将改变所有组织运作方式的突破。
What Pedro has built at Brex re: AI is nothing short of spectacular. I think we're going to look back on this time as one where Pedro went deep on a topic and put out a spike that will shake how all orgs run.
加州EDD的欺诈损失
加州的 EDD 在疫情期间因欺诈损失了 200 亿美元，仍欠联邦贷款 210 亿美元。政治家忽视了 75% 的审计建议以减少浪费。这不是无能，而是选择对犯罪浪费视而不见。
California's EDD lost $20B to fraud during the pandemic and still owes $21B on a federal loan. Politicians ignored 75% of audit recommendations to cut down on waste.
This isn't incompetence. It's a choosing to turn a blind eye to criminal waste.
https://t.co/WHrYVAXrQ3
gstack 的惊人功能
gstack 的一个奇妙之处在于，即使我还没有真正的 OpenClaw 支持，你也可以直接指向我的开源 GitHub 仓库和我拥有的技能文件，OpenClaw 会像原生技能一样工作！
The wild thing about gstack is even if I don't yet have real OpenClaw support, you can actually just point it at my open github repo and what skill file I have, and OpenClaw will just act as if it were a native OpenClaw skill! https://t.co/m8dai8id5Z
改变目标山峰
如果你不喜欢攀登这座山，就选择另一座山。
If you don't like the climb, choose a different mountain.
作者是否有类似gstack的工具？
有人问是否有人为作者创建了gstack或compound-engineering工具。
↩ 转发自 @kevinrose
（转发自 @kevinrose）
has anyone created gstack/compound-engineering for authors?
AI编码的转折点
@simonw 提到，2025年11月是AI编码的一个转折点。GPT 5.1和Claude Opus 4.5达到了一个临界点，使得编码代理从“基本有效”转变为“几乎总是能满足需求”。这对软件工程师的工作方式产生了深远影响。
↩ 转发自 @lennysan
（转发自 @lennysan）
My biggest takeaways from @simonw:
1. November 2025 was an inflection point for AI coding. GPT 5.1 and Claude Opus 4.5 crossed a threshold where coding agents went from “mostly works” to “almost always does what you want it to do.” Software engineers who tinkered over the
强大的新想法
我开始使用这个想法，效果非常强大。感谢Ryan！GStack即将推出Openclaw版本。
I started using the ideas in this and it is so powerful
Thank you Ryan
(GStack for Openclaw coming soon)
Karpathy的研究知识库
Karpathy的设置保持了一个40万字的研究知识库，没有使用RAG进行LLM查询。将来源信息放入raw/目录，让LLM将其转化为链接的Markdown，并添加摘要、概念和反向链接，最后在Obsidian中查看。
↩ 转发自 @rohanpaul_ai
（转发自 @rohanpaul_ai）
Karpathy's setup keeps a 400K-word research knowledge-base without RAG for LLM query.
Dump sources into raw/.
Let an LLM turn them into linked Markdown.
Let it add summaries, concepts, and backlinks.
View it in Obsidian.
Ask the wiki questions with an LLM.
Let it make https://t.co/dTPTFIuipM
新的多巴胺来源
很多人表示，自从@openclaw发布以来，他们就没有玩过视频游戏。代理程序成为了新的多巴胺替代品。
↩ 转发自 @chrysb
（转发自 @chrysb）
lots of guys saying they haven’t played a video game since @openclaw dropped
agents are the new dopamine fix
纽约公司流失原因
Jamie Dimon谈到公司为何离开纽约时表示：“我到摩根大通时，曼哈顿的员工人数为35,000，现在是26,000。德克萨斯州的员工人数从11,000增长到33,000。这就是结果。”
↩ 转发自 @HillValleyForum
（转发自 @HillValleyForum）
"Our head count in Manhattan when I got to JPMorgan was 35,000 and now is 26,000. Our head count in Texas started at 11,000, now it's 33,000. That's what happens."
Jamie Dimon on why companies are leaving New York:
"Highest individual taxes, highest estate taxes, highest https://t.co/eDUdxAdp8F
美国即将创造超级智能
我不知道大家是否完全意识到，美国即将同时发明超级智能并垄断外层空间。
↩ 转发自 @romanhelmetguy
（转发自 @romanhelmetguy）
I don’t know if you guys have fully internalized that America is about to simultaneously invent superintelligence and monopolize outer space.
mlx-vlm v0.4.3发布
mlx-vlm v0.4.3发布，支持多个新模型，包括@GoogleDeepMind的Gemma 4、@TIIuae的Falcon-OCR和@IBMResearch的Granite Vision 4.0等。
↩ 转发自 @Prince_Canuma
（转发自 @Prince_Canuma）
mlx-vlm v0.4.3 is here 🚀
Day-0 support:
🔥 Gemma 4 (vision, audio, MoE) by @GoogleDeepMind
🦅 Falcon-OCR + Falcon Perception by @TIIuae
🪨 Granite Vision 4.0 by @IBMResearch
New models:
🎯 SAM 3.1 with Object Multiplex by @facebook
🔍 RF-DETR detection & segmentation by https://t.co/R6aWzXD0yg
旧金山的刑事天堂
有人提到，旧金山的选举改革使得市长可以任命一位合格的公设辩护律师，而加州其他地方都这样做，导致旧金山成为了一个犯罪天堂。
↩ 转发自 @incitafusio
（转发自 @incitafusio）
Charter reform his elected position so the mayor can appoint a competent Public Defender; which all of CA does except SF. That's why SF is a criminal paradise.
Qwen3.6-Plus发布
Qwen发布了Qwen3.6-Plus，具有1M上下文窗口，经过swe-bench验证得分为78.8，超越Claude opus 4.5，并在某些基准测试中表现接近，具备更强的编码能力，能够像真实用户一样理解图像和屏幕，在实际任务中更可靠。
↩ 转发自 @cgtwts
（转发自 @cgtwts）
Qwen releases Qwen3.6-Plus
- 1M context window
- swe-bench verified at 78.8 (opus at 80.9)
- outperforms Claude opus 4.5 and comes close on select benchmarks
- stronger coding model
- understands images and screens like a real user
- more reliable in real tasks https://t.co/frvsN7qB0V
反复思考的内容
我经常思考这个问题。
↩ 转发自 @ArthurMacwaters
I think about this often https://t.co/IthcaZ70DN
为人民服务的产品
煤矿中的金丝雀倒下了。要打造一个服务于人民的产品，并让人民相信它能服务他们，否则人民不会允许你去构建它。你可以将投票支持这个的人称为反技术者，或者你可以去倾听他们，为他们打造产品。
↩ 转发自 @MabreyTed
Canary keels over in coal mine. Build a product that serves the people, and the people believe serves them, or the people aren't going to let you build it. You can "other" people who vote for this and call them luddites. Or you can go listen to them and build products for them
热爱工作的人生
如果你热爱你的工作，你就不会在生活中工作一天。
If you love your work you don’t work for a day in your life
AI基础设施的关键
这里最重要的一句话不是关于Obsidian或维基的，而是：“我以为我必须追求复杂的RAG，但LLM在自动维护索引文件方面表现得相当不错。”整个AI基础设施行业正在构建检索管道，Karpathy刚刚展示了这一点。
↩ 转发自 @alex_prompter
The most important line here isn't about Obsidian or wikis.
It's this: "I thought I had to reach for fancy RAG, but the LLM has been pretty good about auto-maintaining index files."
The entire AI infrastructure industry is building retrieval pipelines. Karpathy just showed that
Gemma 4的实验
我花了一个下午实验Gemma 4的视觉能力，制作了一个应用程序，使用roboflow RF-DETR进行物体检测的初步处理，并用Gemma用一句话总结场景。为了好玩，我让Gemma“像中世纪的吟游诗人一样描述你所看到的”。
↩ 转发自 @measure_plan
i spent the afternoon experimenting with Gemma 4's vision capabilities
made an app that uses roboflow RF-DETR for a first pass of object detections and Gemma to summarize the scene in one sentence
for fun i asked Gemma to "describe what you see as if you were a medieval bard" https://t.co/fZ9N9AXd14
组织结构的变革
Jack Dorsey刚刚发布了一篇每位创始人都应该阅读的文章。前提是：组织结构需要完全替换。这个论点可以追溯到2000年前，几千年来，地球上的每个组织都遵循着与罗马相同的逻辑。
↩ 转发自 @danmartell
Jack Dorsey just published something that should be required reading for every founder.
The premise: the org chart needs to be replaced entirely. And the argument starts 2,000 years ago.
For thousands of years, every organization on earth has run on the same logic the Roman
Perplexity Computer的特别之处
Perplexity Computer实际上非常特别。
Perplexity Computer is quite special actually
出色的首席幕僚
OMG，@openclaw在担任首席幕僚方面真是太棒了。这对创始人（和所有人）来说是巨大的解锁！我花了两周时间来完善我的设置，现在它运作得如梦似幻。业务开发、日历管理、研究、任务管理、头脑风暴等。
↩ 转发自 @ryancarson
omg @openclaw is sooooo good at being a Chief of Staff.
What huge unlock for founders (and everyone)!
It’s taken me 2 weeks to refine my setup and now it’s working like a dream.
Biz dev, calendar management, research, task management, brainstorming and more
AI初创公司的护城河思考
OpenAI的Bob McGrew谈到AI初创公司应该如何看待护城河。如今构建代理的初创公司在考虑定价时往往会关注人力成本。例如，一些构建AI律师的初创公司认为他们能够收取数万美元的费用。
↩ 转发自 @StartupArchive_
OpenAI’s Bob McGrew on how AI startups should think about moats
Startups building agents today tend to look at the cost of human labor when they think about pricing. For example, some startups building AI lawyers think they’ll be able to charge tens of thousands of dollars per https://t.co/2D3Xki8LvN
LLM知识库系统架构
这是LLM知识库系统的完整架构，涵盖了从数据摄取到未来探索的每个阶段。
↩ 转发自 @himanshustwts
and here is the full architecture of the LLM Knowledge Base system covering every stage from ingest to future explorations. https://t.co/ObJet8Esfu
AI改变软件工程的未来
Simon Willison 是一位独立软件工程师，他分享了如何利用25年的经验有效使用编码代理。他被认为是AI如何改变软件构建工艺的权威声音之一。
↩ 转发自 @lennysan
“有效使用编码代理需要我25年的软件工程经验。”
"Using coding agents well is taking every inch of my 25 years of experience as a software engineer."
Simon Willison (@simonw) is one of the most prolific independent software engineers and most trusted voices on how AI is changing the craft of building software. He co-created
Obsidian作为本地维基的使用
越来越多的人将Obsidian用作本地维基，以阅读代理正在研究和撰写的内容。它与单独的Obsidian库配合使用效果最佳，可以通过Obsidian Web Clipper填充内容。
↩ 转发自 @kepano
“越来越多的人使用Obsidian作为本地维基来阅读你的代理正在研究和写的东西。”
More and more people are using Obsidian as a local wiki to read things your agents are researching and writing.
It works best with a separate Obsidian vault that you can fill it with content, e.g. via Obsidian Web Clipper.
传统开发者的集体应对
这条推文讨论了传统开发者对新技术的抵抗，提到与@FastCompany的对话，认为@garrytan所称的“AI垃圾”实际上是软件工程的未来，批评了传统的代码审查和慢迭代。
↩ 转发自 @elvissun
“这条推文展示了传统开发者的集体应对。我与@FastCompany谈论了为什么@garrytan的‘AI垃圾’实际上是软件工程的未来。”
this thread is what mass cope from legacy devs looks like.
i talked to @FastCompany about why @garrytan's "AI slop" is actually the future of software engineering.
the mass code review. the line-by-line gatekeeping. the "craftsmanship" that was really just slow iteration
决策痕迹的重要性
决策痕迹是一个重要的概念，现在在1M令牌上下文中变得可行。作者透露自己即将推出一个项目，专注于代理工程中的决策痕迹。
Decision traces are a big deal and now possible with 1M token context
*sneak peek: one of my projects is launching soon and will be focused on decision traces in agentic engineering
AI对开源项目的影响
预测称，AI将对一些开源项目造成重大影响。最近在内核安全列表上，报告数量激增，从每周2-3个增加到每周约10个，唯一的变化是引入了“AI垃圾”。
↩ 转发自 @steipete
“预测：这将杀死一些开源项目。”
Prediction: This is gonna kill some oss projects.
"On the kernel security list we've seen a huge bump of reports. We were between 2 and 3 per week maybe two years ago, then reached probably 10 a week over the last year with the only difference being only AI slop, and now since
CEO工作的新方式
Pedro Franceschi，29岁的Brex首席执行官，利用OpenClaw分解了自己的CEO工作，构建了一个信号摄取管道，筛选电子邮件、Slack、Google Docs和WhatsApp的内容。
↩ 转发自 @kloss_xyz
“这是疯狂的。Pedro Franceschi（Brex的首席执行官）使用OpenClaw分解了他的CEO工作。”
This is insane. Pedro Franceschi (29 year old CEO of Brex, acquired by Capital One for $5.15B) decomposed his CEO job using OpenClaw.
here's what he’s built:
> signal ingestion pipeline screens his email, Slack, Google Docs, and WhatsApp... filters everything through specific https://t.co/mSlISNBMox
Goose的潜力被低估
有人指出，Goose在后台的表现变得非常出色，尽管界面还有待改进，但团队正在努力。它被称为一种超级能力。
↩ 转发自 @jack
“人们对Goose在后台的出色表现视而不见（界面需要一些改进，但团队正在努力）。”
people are sleeping on how excellent goose has become under the hood (interface needs some work but team is pushing).
it's a superpower. https://t.co/Mss7abGodq
Claude Code的未来
在经历令牌焦虑后，Claude Code的“眼睛”将成为一种新趋势，暗示着未来的变化。
After token anxiety, Claude Code eyes are going to be a thing 😅 https://t.co/De0eI9jZ1w
KAWS与SFMOMA的合作
KAWS与旧金山现代艺术博物馆（SFMOMA）的合作引发了广泛关注，令人惊叹。
KAWS x @SFMOMA 😵 https://t.co/i6CasbmdRh
社交媒体上的个人资料调查
用户分享了在X平台上调查某人个人资料时，常常遇到的情况，似乎是他们关注的人造成的。
Maybe it’s just the people I follow but this happens to me daily on X when I go to investigate someone’s bio.. https://t.co/aRPndi2tsi
AI时代好故事依然稀缺
在这个AI生成内容泛滥的时代，好的故事依然难得。@vikpat分享故事的细节非常丰富，他会是任何团队中出色的讲故事者，尤其是在招聘时值得考虑。
In this era of AI generated slop, good stories are still hard to come by..
Great preview of how much detail @vikpat goes into sharing his stories.
And I’m biased, but he’d be an incredible storyteller to have on your team if you are looking to hire one!
OpenClaw被称为重要软件突破
（转发自 @davidguttman）Marc Andreessen称OpenClaw为“十大最重要的软件突破之一”。虽然这个说法大胆，但我完全同意。我一直在帮助创始人与OpenClaw对接，看到独立运营者实时提高产出，节省了每天和每周的时间。
↩ 转发自 @davidguttman
无
Marc Andreessen calls OpenClaw "one of the 10 most important software breakthroughs"
Bold claim, but I completely agree.
I've been setting up founders with OpenClaw and watching solo operators multiply their output in real-time.
Tasks that ate up their time every day/week are
OpenClaw在Opus上表现出色
（转发自 @joshavant）@elder_plinius在6次尝试中未能在Opus上注入OpenClaw，这真不错。
↩ 转发自 @joshavant
无
So @elder_plinius could not prompt inject OpenClaw on Opus in 6 tries. Pretty sweet.
https://t.co/q0k25U3VKR
GitHub API配额限制问题
我不断遇到GitHub API的配额限制，这个系统并没有考虑到代理的使用。
I keep hitting quota limits from GitHub's API. This hasn't been designed with agents in mind.
Factorio与无限可能
Factorio × ∞
Factorio × ∞
我是受欢迎的人还是垃圾炮？
AM I HOT PEOPLE OR SLOP CANNON
AM I HOT PEOPLE OR SLOP CANNON
开源项目招募信息
（转发自 @jxnlco）在核心开源项目工作吗？申请链接：https://t.co/MaP5aWpYZd。可以获得6个月的专业版和免费的Codex安全服务。下一批将在下周三发放！
↩ 转发自 @jxnlco
无
working on core open source projects?
apply to https://t.co/MaP5aWpYZd
- get 6 months of pro
- free codex security
Next batch going out next Wednesday!!
使用编码代理的挑战
（转发自 @lennysan）“有效使用编码代理需要我25年软件工程经验的每一寸，精神上非常疲惫。我可以同时启动四个代理，处理四个不同的问题，但到上午11点我就精疲力竭了。”
↩ 转发自 @lennysan
无
"Using coding agents well is taking every inch of my 25 years of experience as a software engineer, and it is mentally exhausting.
I can fire up four agents in parallel and have them work on four different problems, and by 11am I am wiped out for the day.
There is a limit on https://t.co/lPcKm9Lqoy
OpenClaw带来的流量激增
（转发自 @NewcomerMedia）当OpenClaw在@mintlify上突然出现时，公司需要处理的流量翻了一番。Mintlify的联合创始人@handotdev描述了当时的情况。
↩ 转发自 @NewcomerMedia
无
When OpenClaw popped up overnight on @mintlify, it doubled the amount of traffic the company had to handle.
Here's what @handotdev, Mintlify's cofounder, says it was like: https://t.co/Qo1T8EmgCO
Codex App使用情况超越其他工具
（转发自 @thsottiaux）Codex App现在是我们使用最多的工具，超越了VS Code扩展和CLI。难怪它会激励其他一些人👀。你可以在这里安装：https://t.co/Lwg13vEJDn，如果你作为企业或商业开始使用，还可以获得高达500美元的信用额度。
↩ 转发自 @thsottiaux
无
The Codex App is now our most used surface, ahead of the VS Code extension and the CLI. No wonder it inspires a few others 👀
You can install it here https://t.co/Lwg13vEJDn + you get up to $500 in credits if you are getting started as a business or enterprise.
Telegram iOS PR上线
我的Telegram iOS PR似乎已经上线。现在你可以通过Siri或CarPlay与你的OpenClaw进行对话。只需创建一个名为“Claw”的iOS联系人，并添加一个URL字段，名称为“Telegram”，值为指定的链接。
↩ 转发自 @huntharo
（转发自 @huntharo）看起来我的@telegram iOS PR已经部署（或类似的东西）。
It looks like my @telegram iOS PR has been deployed (or something similar).
Now you can talk to your @openclaw via Siri / CarPlay on iOS.
1. Create an iOS Contact for "Claw" (or any name)
2. Add a URL field with name `Telegram` and value `https://t.co/lgHn49qquQ` where 12345 is https://t.co/vACO0Y9FcE
值得一试！
这值得一试！而且他们的迭代速度很快。
it's worth a shot! and they're iterating fast
编辑论文的乐趣
今天在@every上编辑了@karrisaarinen的论文，真的很享受。想象一下阿西莫夫的机器人法则，但适用于AI代理。
↩ 转发自 @jackcheng
（转发自 @jackcheng）今天在@every上编辑了@karrisaarinen的论文，真的很享受。想象一下阿西莫夫的机器人法则，但适用于AI代理。
Really enjoyed editing @karrisaarinen’s Thesis essay over on @every today. Think Asimov’s laws of robotics, but for AI agents https://t.co/EGfBXDeDZx
绿色衬衫俱乐部！
绿色衬衫俱乐部！！
green shirt club!!
下载Bevel Health
现在正在下载@bevel_health。
↩ 转发自 @_ram_
Downloading @bevel_health now.
大公司的诉讼
当一家价值100亿美元的公司因为你的应用“看起来和感觉”像他们的而起诉你时，真是令人惊讶。给你一个建议：与其花300美元买一款 overpriced 的@WHOOP，不如免费获取@bevel_health。我们希望为每个人带来健康。
It’s amazing when a $10B company sues you because your app "looks and feels" like theirs
Let me give you a tip: Instead of spending 300 bucks on an over-priced @WHOOP , you can get @bevel_health for free.
We want to bring great health to *everyone*.
We will build, not