i love writing. i never let agents write for me. whether it's docs, or tweets, or shitposts, or even prompts (okay maybe that one's harder as agents manage other agents) there's a simple reason for that: i still strongly believe that writing is thinking. it's a skill i hope to never give up. it's also important to me that whatever i say is always authentic, mistakes and all. my favorite posts are the ones that i just full send without any editing i suspect it also helps with prompting. being able to clearly express what i want, and knowing the vocabulary i need to be able to direct my agents does seem to make for more effective usage of agents. in the same way that engineers have an advantage when we prompt agents to write code, because we are intimately familiar with the words that make up the discipline knowing the right word incantations to get an agent to produce a desired goal almost feels like spellcasting. as models get more capable, and that input box looks more and more like a magic box that can output anything, words become the interface between you and the genie there may come a time when we give up the keyboard in exchange for brain-computer interfaces. but until then, i'm writing every word.

The PHP security team is giving advance notice: Upcoming security release Wed, Oct 21st 2026, 14:00UTC, two critical vulnerabilities, both rated CVSSv4 9.2. PHP users are encouraged to prepare to update. Earlier release if details become public or active exploit evidence.

🚀 Introducing DeepInfer, our in-house inference framework, now fully open source! Powering DeepSeek-V4.1-Flash at scale with high throughput and low latency. We’re sharing our production stack to help the community lower compute costs, reduce energy use, and make AI more affordable. 🔗 github.com/deepseek-ai/DeepI… 1/4

We're making Shopify's mobile apps self-healing. Agents watch production 24x7 for new crashes, reproduce them, write and verify a fix, then generate a short video explaining the root cause and the fix. Much faster to digest than the usual wall of text. An engineer then just reviews and ships it.

@bot watch this thread and based on what you know about me and my work, propose ideas to improve my bots and workflows

You have to invent the future. It doesn't just happen.

目标不同。超级 app 要包办一切，不是把一件事做到最好，精致自然让位给覆盖面。

我觉得 agent 开发不是下一门显学，而是下一项即将普及到失去技术溢价的通用技能。 像 compact eval 上下文管理之类这些东西，很快就会像当年的前端八股文一样标准化。 而 agent 最终也会成为所有技术人员的基本工具，而不是少数人的专业技能。古法时代所有人都会做网页，所以前端不值钱呀 🫣

Interesting read by Anthropic. Here is the same viz but from inside Shopify’s River. Thx @aquapoiesis anthropic.com/research/emplo…

my personal accounts are being attacked now too whole new world with ai powered hacking

我真不行了，GrokBot我用的很多时候也是脑溢血... 常年不思考，张嘴就来，路由的垃圾模型查都不查直接回复... 掰扯和出错浪费的时间，远超出给我节省的时间。。。 你们到底都是咋用的啊，我都怀疑人生了。