cg33

Author Of cc-connect (10k+star) and Browserwing( and agencycli
独立开发者，agent工程师，爱好开源

[cg33 @chg80333]

才发现minimax给cc-connect用户提供的是88折的token优惠福利，比直接去官网或者别的地方买划算便宜，我自己也在用minimax，highspeed 优势就是速度特别快，质量也不错。

[cg33 @chg80333]

如果设计与审美可以被“编程”，那会发生什么呢？这世界就不会有“丑”的东西。比如既然黄金分割是美的比例，那就不应该出现其他丑的比例。既然我们有一系列的配色规范，那么不符合规范的就不应该出现。

[cg33 @chg80333]

不要怕犯错，但不要一犯再犯。要谨慎少犯。做事和做产品都要如此吧。

[cg33 @chg80333]

有点意思

[Jatin @jatinprajapat29]

what a crazy github profile..

[cg33 @chg80333]

又做了个周末项目。

https://t.co/Zed7SSkw72

[cg33 @chg80333]

再进一步想，其实如果大模型能动态训练肯定最好，不行的话我们应该也能在当前的大模型的能力（仅通过context）上，我认为能达到至少30%的效果。但“难点”只是在设计runtime，从这个角度我觉得这个是完全可以被突破的。好的上下文加好的runtime设计，完全可以做出能对真实世界进行决策的agent。一个更接近生产力的agent。

[cg33 @chg80333]

我觉得coding agent能这么成功得益于明确的输入和输出反馈。但现在为什么agent还不能完全自主帮你变“成功”的原因是现实世界的问题很难变成明确输入和输出反馈的方式，这个循环跑不起来，导致决策水平不能被迭代提升，没有明确的规则很容易跑偏了。谁能解决这个第一性的问题，谁就能做出全世界第一的agent。

[cg33 @chg80333]

我觉得coding agent能这么成功得益于明确的输入和输出反馈。但现在为什么agent还不能完全自主帮你变“成功”的原因是现实世界的问题很难变成明确输入和输出反馈的方式，这个循环跑不起来，导致决策水平不能被迭代提升，没有明确的规则很容易跑偏了。谁能解决这个第一性的问题，谁就能做出全世界第一的agent。

[cg33 @chg80333]

不知不觉2026年过半了，最近这两个月感觉进展很慢。很多事没来得及做。同时在多agent也遇到一些瓶颈，现在我都开始怀疑我们是否真的能构建出完全自主的多agent公司。目前agent的决策能力还是最大的卡点，现实生活的决策比代码要复杂很多，需要一套更高阶的抽象上下文。执行是简单的，复杂是维持一套决策逻辑然后持续迭代。

[cg33 @chg80333]

牛逼，不用再搞浏览器了

[Developers @XDevelopers]

Announcing the hosted X MCP.

Agents now have access to the best real-time information source in the world.

Connect Grok, Cursor, or any MCP-compatible AI tool to the X API without any setup!

Check it out here: https://t.co/5MzPYwGFzD

[cg33 @chg80333]

牛逼

[OpenClaw🦞 @openclaw]

OpenClaw is now on iOS + Android 🦞

📱 Native mobile apps, finally
💬 Agents in your pocket
🔔 Channels, tasks, replies on the go

Run agents from wherever your thumbs are.

iOS: https://t.co/7LHHc9htgM
Android: https://t.co/X0Wuh2uA8w

[cg33 @chg80333]

@bcherny @pmarca How agent work with people?

[cg33 @chg80333]

@gregisenberg I am working with 70+ agents, they wakeup and doing their job everyday, also earning money for me. #agencycli

[Ibrahim Elkamali 🇺🇦 @IbrahimElkamali]

New Claude code update is crazy

[cg33 @chg80333]

我小时候也是这样 看起来很多人有类似经历回忆

[Indie Game Joe @IndieGameJoe]

This indie dev is making a game where you kick a soccer ball on your way to school through beautiful yet challenging levels

- Unlock new levels
- Expand your room
- Don't be late for school

It's called Kick. Would you play this?

[cg33 @chg80333]

很酷

[probiex007 @probiex007]

🤯 This is a website, a simple web-based game built with WebGL and Three.js.
Website: https://t.co/G0cDgaWzKe
It's honestly surprising how far web development has come.

[cg33 @chg80333]

@durov Cool

[Pavel Durov @durov]

We now support rich formatting for all chatbots.

Tables, nested lists, inline media, formulas, headers and more — right in Telegram messages.

🔨 Start building! Docs: https://t.co/zgzPOOUJF5

[cg33 @chg80333]

就说昨晚跑着跑着怎么直接断了……

[ClaudeDevs @ClaudeDevs]

As a result of a US government directive, we are suspending access to Claude Fable 5 for all users. You can continue to use all other Claude models.

Here’s what this means for you:

Across Claude products, new sessions will run on your selected default model or Opus 4.8, and existing Fable 5 sessions will end with an error.

On the Claude Platform, requests to Fable 5 will also return an error. Please update your integrations to other Claude models.

We know this is a disruption to your workflows; we appreciate your patience and support.

[cg33 @chg80333]

有那味了

[cg33 @chg80333]

有点酷

[Google Earth @googleearth]

Prepare for takeoff. ✈️ Flight simulator is now available globally on web to all users. https://t.co/hQP0No142P

We've recently added many our most powerful professional desktop features to web. Elevation profiles, new import types, but there's always been one other feature you've been asking us to add to the web version of Google Earth, just for fun...

Where will you fly? Share your best maneuvers, views, and flyovers with us!