PAFA

关注 AI 和商业，读变化，写体会，聊实战。

[PAFA @AGPANG]

安妮·海瑟薇（2014）

[PAFA @AGPANG]

刚用幕僚长接通 Cursor 云端，我还觉得一周 20 个 PR 挺舒服。结果 Grok Bot 主力工程师 lauren，���把分工和验证抠细，一个月往生产环境塞了 2500 个，直接把我看懵，关键人还好看。她自己做 bot 都能干成这样，Grok Bot 这开局，后面想象空间也忒大了。

[lauren @poteto]

here's how i shipped 2,500 PRs last month to production

this was originally supposed to be for Cursor Compile in London. i couldn't make it since i was livestreaming for Grok @Bot Galaxy so i'm making it available for free here on X! watch it on 2x speed, i talk slowly

[PAFA @AGPANG]

Shopify 爱 Muse，因为 Muse 是送客上门的外卖小哥，柜台上的钱还是店里的。它看见的是增量。
Amazon 恨 Muse，因为 Muse 是自带锅闯后厨炒菜的人，还假装自己是食客。它看见的是江湖地位被蹭。

[PAFA @AGPANG]

Nice👍

[DHH @dhh]

Thrilled to announce @alibaba_cloud as a Founding Corporate Patron for the Omacom Foundation! $3 million in funding, collaboration on Omarchy China, and bringing Omarchy to the newly announced Qwen Book. Agentic computers need a native agentic OS! https://t.co/XADElWGz80

[PAFA @AGPANG]

https://t.co/uwdUZychdY

[PAFA @AGPANG]

感觉是不是离生活太远？拿到Muse以后，居然没有什么任务想到让它去干。

也可能之前被Codex、Grok Bot接走的太多。

[PAFA @AGPANG]

https://t.co/Keac1sJVwP

[PAFA @AGPANG]

Linux 迎来拐点：它成了跑 Agent 最顺手的地方。
另一边，Windows 的默认开工地位在往下掉。

[PAFA @AGPANG]

https://t.co/6Rjl0apNHp

[PAFA @AGPANG]

https://t.co/IKXAwgeAD2

[PAFA @AGPANG]

Apple store ，ChatGPT霸榜那���久，竟然muse超越了，Why？你玩上了吗？

[PAFA @AGPANG]

好了，接进工作流双轨试试，看看到底能快多少？

[PAFA @AGPANG]

点哪个按钮？要不要重试？结果能不能过？今天不少系统，每遇到一个小岔路口，就重新叫一次GPT或Claude。像请麦肯锡来审批报销单。 https://t.co/c2GfNdtwdO

[PAFA @AGPANG]

@emollick Product development cost is only one layer. Vertical companies survive if they own proprietary workflow feedback, distribution, and liability for the outcome. If they are mostly packaging model access, the labs can probably erase the margin very quickly.

[PAFA @AGPANG]

一张图片先在论坛触发RCE，再穿过SSO接管ChatGPT/Codex，最后借既有连接触达GitHub内部仓库。

Agent把权限链路拉长以后，外围系统的一处旧漏洞，可能沿身份和连接器一路放大。企业安全边界必须���整张授权图来画，不能只盯模型入口。

[s1r1us @S1r1u5_]

On July 25, we hacked OpenAI.

Two bugs let us take over ChatGPT/Codex accounts of OpenAI employees (+some unaffiliated users) and reach connected services: Outlook, Slack, GitHub, etc.

We proved it with a PR in OpenAI’s internal codebase . It took us <72h. 🧵

[PAFA @AGPANG]

https://t.co/qK82pyvl2c

[PAFA @AGPANG]

@BitcoinRui 与豆包输入法相比，最大的优势在哪里？

[PAFA @AGPANG]

Grok bot 全军覆没，不到两天的周额度就耗尽。这玩意儿会和 Codex 一样，有不定时的重置吗？

[PAFA @AGPANG]

https://t.co/awJkijmF3Z

[PAFA @AGPANG]

是啊，这个真是，一旦习惯了，就很难改了，看啥都不顺眼。

[Ping. @pingchn]

用了十年的 App 「Reeder」，依然是最好的阅读软件，没有之一。