experimenting with a lil personal project: an AI-native macOS dock with custom modes (writing, building, etc.) to help me stay focused my agent is able to customize mode behavior and add new modes, it uses jev to classify my activity + notifications in real time & act on them

见不贤需内自省，得看看 LeapCore 有没有这个问题

用 ts 类型系统写了个 ts 编译器，可以获得更慢的编译速度和更大的内存消耗 github.com/zzj3720/tstst

As engineering, product, design, DS, etc. melt into a new kind of role, I was reflecting on what roles might look like in the future. For example, when I look at the Claude Code team I see what I think is five archetypes: 1. Prototyper: comes up with brand new ideas; churns out many ideas, most of which don't ship 2. Builder: quickly turns a prototype/idea into production-grade product/infra 3. Sweeper: cleans up the UI, simplifies the code and system, unships, optimizes performance 4. Grower: takes a product that has been built and iterates on it to improve Product-Market Fit 5. Maintainer: owns a mature system to make it secure, reliable, fast, and efficient as it scales Many people span across 2 roles, and sometimes 3 roles. I also notice that these roles are not really tied to job function -- eg. across Anthropic, some designers match category 1, some 2, some 3; same for engineers, PM, DS. A healthy team needs a mix of these, depending on the product: - A product that is new and pre-PMF needs people that are strong at 1+2+3 - A product that is growing and has found PMF needs 2+3+4 and some 5 - A product that has strong PMF needs 3+4+5 and some 2 Maybe product roles of the future will look more like this, and less like the domain-specific roles of today?

小时候在作业本上画过棋盘吗？我做了一个「画出来」的棋类小游戏 ✏️ 纸上谈兵 —— 中国象棋和国际象棋，都画在一张纸上。 ♟️ 7 套彩铅手绘棋子，小蘑菇、小马、猫头鹰…… 🎨 还能自己画棋子，AI 帮你润色成彩铅插画 🤝 发个链接就能和朋友对战，朋友还能围观起哄 🤖 人机对战、新手教程，断网也能下 免费，不用下载，手机电脑打开就能玩 👉 papergenerals.com

🚨 BREAKING: Anthropic have released their S-1 sec.gov/Archives/edgar/data/…

After I posted about failing at Vercel, I got a lot of questions about how I even got the interview. The recipe is simple: Create good work, package it nicely, share it with others. Packaging is the important part. You need to know how to make people care about your work.

当我试图把微信聊天当中的图片拖拽到 workbuddy

MemoMind 官方 app 直接支持 Claude Code 和 Codex：本机装一个 memomind-terminal 包，agent 的 session 就接到眼镜上了，实时输出、审批、追问全在镜片里，指令用语音说。 非常炫酷，我已经忍不住周一上班就用它口喷代码了 对开发者来说，现在这是最值得入手的一副 AI AR 眼镜

so that issue where we measured ~2s TTFT but you were seeing 6s, i think we figured it out where the issue is

We're sorry for the rate limits and unnecessary quota consumption on the K3.1 Pro subscription plan. These were our issues, and we should have fixed them sooner. Today, every subscriber on every plan gets a one-time usage reset, restoring 25% of their monthly quota (usage below 25% resets to zero), equal to one week of usage. Your usage bar will reflect this adjustment by end of day PST. We've also adjusted the plan's parameters and are reducing unnecessary subagent calls and output length, so your quota goes further. Thank you for your patience while we put this right.