stackobserve's profile picture. Vibe Coder

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@stackobserve

Vibe Coder

前天还和同事说过几乎一样的话, 我很早就不再在意别人菜不菜, 但我非常在意与品味低下的人协作, 最可怕的上他成为你的上游依赖.

在今天,其实很多项目开源不开源无所谓的,因为现在的优势不再是技术了,而是品味了。



迁不动了, 直接去 tanstack 了

Our AI SDK 6 Beta migration guide is now available. We would love your feedback to help make the migration as easy as possible.

aisdk's tweet image. Our AI SDK 6 Beta migration guide is now available.

We would love your feedback to help make the migration as easy as possible.


Claude code 的 PM 甩其它几家几百条街

好久没发推了,今天读到Claude Code团队的一个播客,极其有共鸣,也深受启发,忍不住要上来冒个泡和大家分享!可以说,这是近期我读到的最好且没有之一的产品思考!!! 这期播客提出了一个非常重要的观点:「工具的终极形态是消失」。 团队没有具体讲功能设计,而是讨论了几个非常本质的问题: -…

genie0309's tweet card. The Secrets of Claude Code From the Engineers Who Built It

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The Secrets of Claude Code From the Engineers Who Built It



很多人没有意识到, claude code 虽然一个月 $200 但还是远比大多数 SaaS 要便宜很多, 像 Posthog 这样的服务帮你存的数据算成 parquet 可能也就十几 MB 但要收你 $500/月, 你把 clickhouse 丢给 claude code 要啥分析分析它干不了? 还能分分钟现画一个图表出来. SaaS 的逻辑变了.

vibe coding is eating SaaS this is probably happening more than we think

gregisenberg's tweet image. vibe coding is eating SaaS

this is probably happening more than we think


在 claude code 中表现还是不太行, 可能是 system prompt 的问题, 期待 V4 能有多模态和全新的知识库

🏆 World-Leading Reasoning 🔹 V3.2: Balanced inference vs. length. Your daily driver at GPT-5 level performance. 🔹 V3.2-Speciale: Maxed-out reasoning capabilities. Rivals Gemini-3.0-Pro. 🥇 Gold-Medal Performance: V3.2-Speciale attains gold-level results in IMO, CMO, ICPC World…

deepseek_ai's tweet image. 🏆 World-Leading Reasoning

🔹 V3.2: Balanced inference vs. length. Your daily driver at GPT-5 level performance.
🔹 V3.2-Speciale: Maxed-out reasoning capabilities. Rivals Gemini-3.0-Pro.
🥇 Gold-Medal Performance: V3.2-Speciale attains gold-level results in IMO, CMO, ICPC World…


要点脸吧, 宁可免费给所有用户几条没法完成工作的配额, 也不肯让付费用户好好用, 共产主义糟粕

The reception to @antigravity has been absolutely incredible. We've filled with gratitude. Let's do a little show and tell with what the community has been building! 👇



主要是 AI 把这种内容廉价化了, 没人喜欢看廉价的东西

观察了几天推特上的信息图传播 发现:信息图并不是天然传播最好方式 很多人以为把一段很长的文字弄成花花绿绿的信息图就是一个很好的内容展示形式 实际上这种压缩内容的形式并不很好传播方式,反而会让人一划而过 只有强视觉刺激的图像用户才会停留,比如:美女…



Google 对待自己的付费用户不如狗

>buy Google Pro Ultra Extreme >it doesn't let you only use gemini 3, silently uses gemini 2.5 pro in the background lol

yacineMTB's tweet image. >buy Google Pro Ultra Extreme
>it doesn't let you only use gemini 3, silently uses gemini 2.5 pro in the background

lol


太厉害了👍

context-aware css card glow/shine effect 👨‍🍳 the trick: duplicate and scale the icon. translate it on pointermove. apply feGaussianBlur 🤙 check it 👇



我是一路关 rule 关到最后删除 linter 的, 现在的 lint 工具默认开了太多无意义的 style check. 只想用 lint 发现风险和缺陷, 结果是个穷爹.

In the next version of oxlint, type errors can be reported:

Cameron_C2's tweet image. In the next version of oxlint, type errors can be reported:


x 上都在群嘲 toon 这个新的格式, 其实吧这些人完全不考虑应用场景 , 大数据集不管啥用格式对 context 和注意力都是有损害的, 而 agent 在一轮长会话中有数百次工具调用, 工具调用的平均 IN / OUT 都比较较小而累加起来则很大, 在这个场景中 toon 是一种完美的格式.

BREAKTHROUGH: I have invented a novel object notation format that provides an additional 71% token savings over JSON and 59% over TOON. I have named it VSC (Values Separated by Comma), patent pending.

IceSolst's tweet image. BREAKTHROUGH: I have invented a novel object notation format that provides an additional 71% token savings over JSON and 59% over TOON.

I have named it VSC (Values Separated by Comma), patent pending.


这是我最喜欢和看好的后端技术和平台

We just raised a bunch of money to reinvent backend engineering for developers. We have huge plans for Convex, and we need your help to realize them. news.convex.dev/convex-raises-…



我觉得厂商们默认把 jsonschema 塞到 model context 里的作法特别蠢, 所以我做了 github.com/AIGC-Hackers/m…, list mcp 会直接返回 tools 的 typescript 声明, 像 notion 这样的 mcp tools list, 输出少了 10 倍

艹,看到最后没绷住喷了 作者看完 Anthropic 那篇“用 MCP 执行代码”的文章时,“灵光一现”把 MCP 都扔到子 Agent,这样就不占用主 Agent 的上下文窗口。 放到 SubAgent 后果然不会污染主上下文了,但处理这么大量的 MCP 服务器工具,仍然很消耗 Token,很快就达到了 Claude 的使用上限。…



套壳 chat app 不存在了.

$ opencode --port=4096 http://localhost:4096



claude code 不管推出什么功能, 大家最先做的是把 100 个 prompt command 化, subagent 化, skill 化,作为产品 PM 是失落的


出个 anthropic 端点吧,不想换 cli 了

Gemini 3 Pro Preview 11-2025 finally shipping, in preview this month

legit_api's tweet image. Gemini 3 Pro Preview 11-2025

finally shipping, in preview this month


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