JUN MA

ex-coder
现在专注于业务架构
管理着10 人 AI native 互联网研发团队

[JUN MA @Mar1086977]

Claude 订阅是当前网络可得性、ROI 综合下来最好的杠杆。200 刀能用 10000 刀全世界最好模型的额度。这里杠杆就是1:50

[DinoDeer @xDinoDeer]

搞定 cluade 账号是非常重要的能力，这个能力跟 vibe coding 的能力同等重要，优先级甚至是最高的。

当一个技术人员说太麻烦不想弄 claude 账号的时候，他已经放弃了解决问题的心态。

太多的人把自己当成所谓的专业人士了，好像程序员只管跟代码相关的事，认为搞定 cc 账号不是他的分内事。

但，优秀的人才先把自己定义为：问题解决者。

[JUN MA @Mar1086977]

商业模式决定可行性

现在 orbstack 本来就是自用免费，商用收费

如果重写一个，商业模式如何呢？
依然是自用免费，商用收费吗？那有什么差异呢

如果重写的商用也免费，哪里来的动力呢？为爱发电吗

[砍砍.ᐟ @Lakr233]

怎么没有人重写 orbstack

[JUN MA @Mar1086977]

先维护好客群，其次才是产品，以人为本

[JUN MA @Mar1086977]

@intentplex 我团队尝试过一段时间 Agent 自己做端到端测试，做出来的东西被喷死了，一点 taste 没有，无奈招了好几个测试回来，疯狂测，现在我团队测试比开发人多了。说白了就是招人给 AI 反馈

[JUN MA @Mar1086977]

@lukasen_xyz 我最近一年没手写过代码了，现在招人面试也把古法手搓的 pass 了，倒不是没工匠精神，主要是手搓已经跟不上研发团队全员用 AI 的节奏了

[因冷丨yinlr @yinlrr]

其实你们几十块钱买的多邻国年卡会员其实都在卡网批发

赚钱有多简单？

28的售价，月售7000毛利在20块每个

收益大概140000

[JUN MA @Mar1086977]

@zarazhangrui love your taste, thx for share , it let me see opus again

[Andrej Karpathy @karpathy]

Agency > Intelligence

I had this intuitively wrong for decades, I think due to a pervasive cultural veneration of intelligence, various entertainment/media, obsession with IQ etc. Agency is significantly more powerful and significantly more scarce. Are you hiring for agency? Are we educating for agency? Are you acting as if you had 10X agency?

Grok explanation is ~close:

“Agency, as a personality trait, refers to an individual's capacity to take initiative, make decisions, and exert control over their actions and environment. It’s about being proactive rather than reactive—someone with high agency doesn’t just let life happen to them; they shape it. Think of it as a blend of self-efficacy, determination, and a sense of ownership over one’s path.

People with strong agency tend to set goals and pursue them with confidence, even in the face of obstacles. They’re the type to say, “I’ll figure it out,” and then actually do it. On the flip side, someone low in agency might feel more like a passenger in their own life, waiting for external forces—like luck, other people, or circumstances—to dictate what happens next.

It’s not quite the same as assertiveness or ambition, though it can overlap. Agency is quieter, more internal—it’s the belief that you *can* act, paired with the will to follow through. Psychologists often tie it to concepts like locus of control: high-agency folks lean toward an internal locus, feeling they steer their fate, while low-agency folks might lean external, seeing life as something that happens *to* them.”

[Max For AI @MaxForAI]

提示：

现在全世界大部分模型都进入了DeepSeek斩杀区

能力差、价格贵的只能等着被斩杀了🫡

[Tibo @thsottiaux]

To celebrate a week of efficiency and let you run 100'000 Luna threads this weekend... that's right... wait for it... I have reset usage limits for Codex and ChatGPT Work.

Enjoy.

[Rob Pruzan @RobKnight__]

Introducing terminal-browser

A browser that runs inside your existing terminal

- Preview your website next to your agent
- Open HTML plans in your terminal
- Browser use CLI built in

https://t.co/gTzO57zGfe

[JUN MA @Mar1086977]

@thsottiaux Keep model dont become stupid silently

[JUN MA @Mar1086977]

@inceptor92 and Sol sucks too

[JUN MA @Mar1086977]

@madanpandit @rezoundous the Sol becamed fool too, it run a simple coding task spend 24 hours, and gave me a shit yesterday, so sad

[JUN MA @Mar1086977]

@lumeroute @rezoundous 4.6 is best in my cases

[JUN MA @Mar1086977]

@yuki_yang0202 otty 没有 ghossty 那一套流畅，卡顿很多，特别是在用 yazi 操作的时候明显感觉卡顿

[JUN MA @Mar1086977]

@LZRationalnvest 我漏过几次 国内ip，然后两个梯子切换着用，20x max 每周蹬完，用中文对话，时区也是+8，唯一和国内大多数人有点不一样的是我是美版的 mbp