>Unveiling the true potential of technology

QQ音乐上偶然听到程璧版的《恋恋风尘》，一下子就回到了大四那间深夜的实验室。白大褂、变性淀粉、闪烁的走廊灯——和一些后来再也没见过的人。

在小红书上刷到男女对唱Top10，发现大部分是高中时候的歌。一盘为了面子买来的磁带，一场紧张到唱砸了的生日会——每首歌的背后，都藏着那个笨拙而认真的自己。

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。

I built an OpenClaw agent to send my son daily knowledge bites on WhatsApp. Then a version update broke echo detection, and the bot spent hours in a self-conversation loop. Here's what went wrong, how we fixed it, and what it says about where tools like OpenClaw actually stand.

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。

My OpenClaw gateway spent 16 hours killing itself in a restart loop. The culprit was a cron job the AI agent created months ago without telling me.

I spent weeks building a web-based Claude Code interface for remote access from my phone. Then Anthropic shipped a native remote control feature. My version is still better — but the clock is ticking.

AI coding assistants forget context between sessions, reintroduce fixed bugs, and make baffling 'improvements.' Tests are the guardrail that survives the amnesia. Here's what I learned building a real project with Claude Code — and what Kent Beck, Martin Fowler, and the data say about testing in the age of AI.

'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.