>Unveiling the true potential of technology

想听点别的，YouTube 却自己切到了张信哲和范文芳的《别让情两难》——一首快二十年没听过的歌。一首歌，把大学毕业那年躲着背单词偷看的《一路风尘》、那张艳而不俗的脸、借住的孟同学家、妙峰山顶的住宿班，还有前排那个回过头扑哧一笑的女孩，一并翻了出来。

Utility data is stuck between OT, IT, and a flood of smart meters. This is a systematic, source-backed walkthrough of the industry standards (the IEC CIM family), cloud data platforms, EDW modernization, and the latest Gartner ratings — with every claim cited so you can check it yourself.

想听周华健的《爱相随》，YouTube 却自己切到了下一首——他和李度合唱的《难以抗拒》。一首歌，把大二那年装进寝室的那台电视、满天风沙里周淮安最美的那场死、老三跟风买来的那双马靴，还有大学四年里三剑客的春夏秋冬，一并翻了出来。

Opus 4.8 ships with dynamic workflows that can fan out to a thousand subagents. The docs aren't joking. Here's what that actually feels like from a metered Max 5x seat — and why the most-hyped feature of the release is, for small users, a beautiful gadget I'm not going to use.

Your teammates use Claude Code, Copilot, and Codex. The enterprise plans don't fix the problem. Here's a four-layer model for governing AI coding at the project and task level — and why the repo, not the tool, has to be the source of truth.

My OpenClaw agent had been silently dropping half of its Telegram responses. No error, no warning. I found the bug, and nobody was fixing it — so I did.

一开始我对 Codex 的印象并不好。用惯了 Claude Code 之后，更觉得它差得远。但在 Claude Code 的优惠结束、session 限制变紧之后，我抱着备胎心态重新试了试 Codex，结果 GPT-5.4 反而刷新了我的判断，也直接推动我把它接进了自己的 Web Claude Code Pilot。

上篇文章说要找风云之天下会来玩。找到了，但在 Windows 11 上跑不起来。网上下载的修复包全是病毒。于是我决定跟 AI 一起，从零开始修复这个 1998 年的游戏。PE 分析、DLL 代理、DirectDraw 兼容层——这些我以前完全不懂的东西，现在居然都能搞定了。

看了袁腾飞聊五代十国食人魔的视频，想到黄巢、五胡乱华、文革，也想到我们这些普通人其实过好日子没多少年。

'The AI PM’s Playbook' is an article about how to become an excellent AI PM. It introduces the responsibilities, skill requirements, workflows, and how to collaborate with teams.