Fentis

探索 AGI 时代的个体生存指南

[Fentis @fentislee]

当 AI 成为主程序员：如何设计一套不让 Agent “失忆”与“瞎猜”的项目文档体系？下面这张图里的目录规范，就是专门给 AI 当主程序员准备的：

[Fentis @fentislee]

小白也能看懂的「AI Agent」知识科普图

[Fentis @fentislee]

OpenCode的GPT-5.6 Luna绝对要比官方的消耗快。同一个任务，推理强度同样开到最高，在OpenCode跑消耗了44%，在Codex跑却只消耗了1%

[Fentis @fentislee]

管局审核小程序的备案真是离谱到家了，只因为我在夏季穿了两件衣服，就给我打回来了，说是违反常态，我在体感温度只有15度的地方穿两件衣服有什么问题？审核人员真是脑子有毛病

[Fentis @fentislee]

视频号这是打赏要饭的呢

[Fentis @fentislee]

deepseek-v4-flash 真的很能打，充了10块钱，玩了一天，烧了2亿token，还剩下一块五毛八

[Fentis @fentislee]

把 DeepSeek 接入 Codex 是如此的省心！DeepSeek 是一家伟大的公司

[Fentis @fentislee]

让 ChatGPT 给我推荐一个 Mac 清理软件，它给我推了 Pearcleaner ，我顺着它给的官网链接点击下载跳转到了一个假的 GitHub 页面下载，我没用过这种下载方式，就傻乎乎的按照页面的提示用终端安装了，直到安装错误我拿截图问它，才发现遇到假网站投放的恶意脚本，随后彻底检查了一遍 Mac ，还好没中招！

[Fentis @fentislee]

大量开发者反馈 3.6 Flash 会：
- 跳过困难部分，只完成表面工作
- 编造代码、提交记录和截图内容
- 声称测试已经通过，实际上没运行，甚至生成空测试
- 大任务做到约 80% 就仓促结束
- 复杂代码库里不充分阅读上下文就直接修改

[Fentis @fentislee]

Gemini 3.6 Flash 是宇宙最强糊弄模型

[Fentis @fentislee]

Gemini 3.6 Flash 是宇宙最强糊弄模型

[Fentis @fentislee]

又重置，昨天重置的额度都还没用完

[Tibo @thsottiaux]

Hello people of Sol! I've reset usage limits for all ChatGPT Work and Codex users. Together with that, a quick update on GPT-5.6 Sol usage limits.

Over the past few weeks, many of you have told us that Sol was using your Codex limits faster than expected. To be clear, we have not reduced usage on any subscription plans.

We’ve been digging into what was happening and have landed several improvements. As a result, we expect your usage to last around 18% longer during typical use of Sol. Some of you should already see significantly larger improvements from today. Tomorrow, we’ll also restore the five-hour limit that we temporarily paused while investigating.

Here’s what we found:
- GPT-5.6 Sol is much more willing to work for longer, make additional tool calls, and coordinate complex workflows across tools and subagents. That makes it better at solving hard problems, but some tasks were using far more than we intended.
- Sol also works harder at the same reasoning effort than previous models. High on Sol can use more tokens than High did on GPT-5.5.
- Programmatic tool calling, also referred to as code mode, gives Sol much more flexibility to run tool calls in parallel or continue working while waiting. But it also led to more responses per turn, more cached input tokens, and higher usage than expected.
- This was particularly noticeable when Sol was waiting for tool calls to finish or running many web searches. We’ve improved how we handle both cases and are continuing to make code mode more efficient.
- The impact was also very uneven. The median user actually found Sol quite token efficient, while some power users working on harder tasks saw their usage drain much faster. We were very focused on average and median usage before launch and missed some cases where the long tail could use significantly more usage.

Sol is a significant step forward in what Codex can do, but capability and efficiency do not always improve at the same pace, and some issues only become clear once people are using the model at real-world scale. We should have recognized this sooner and been more upfront about it.

You keep pushing the frontier and we’ll keep improving efficiency and sharing updates as we go.

[Fentis @fentislee]

@yingliu78397854 你这是ChatGPT的，我也申请了，但是没赠送给我 😭

[Fentis @fentislee]

Claude 大善人也送了100美金额度，有会员的小伙伴记得领取。

[Fentis @fentislee]

Codex每周的重置，现在被我当成每5小时重置来使用

[Fentis @fentislee]

就在刚刚，我又发现了一个更便宜的渠道，只要6块6就能开通18个月的Gemini Pro会员，这个定价足以证明Gemini现在是多么烂，犹如曾经的百度，到现在都没人提起，令人唏嘘不已。

[Fentis @fentislee]

确诊了我患有AI焦虑。尽管Gemini推出了新的模型 3.6 Flash，并且体验下来也没有很大的变化，我还是花10块8毛钱开了18个月的Gemini Pro会员，期待哪天Google能争争气，支棱起来。

[Fentis @fentislee]

确诊了我患有AI焦虑。尽管Gemini推出了新的模型 3.6 Flash，并且体验下来也没有很大的变化，我还是花10块8毛钱开了18个月的Gemini Pro会员，期待哪天Google能争争气，支棱起来。

[Fentis @fentislee]

有审美洁癖的人，不适合做商业化产品，明知道要先完成再完美，却迟迟为了自己那点审美洁癖不落地完成。

[Fentis @fentislee]

让 AI 分析了一下年初至今做的16个项目，建议我不要再做第 17 个，而是把这 16 个砍成 2 个主线。扎心了！

[Fentis @fentislee]

I built SayUI — turn plain words into precise UI prompts.

Describe a feel, drop a screenshot, or pick a vibe → get a stack-ready prompt for Cursor / Claude / ChatGPT.

Web · React · SwiftUI · Ant Design

https://t.co/61uFQVqOb2

[Fentis @fentislee]

国内最看好的两家有可能通往AGI的公司分别是深度求索和月之暗面，其它要么太浮躁、要么太傲慢，甚至还有的连自己定位都搞不清。