https://blog.treesir.pub/categories/ai/Recent content in AI on Zayn's BlogHugo -- gohugo.iozh-cnyangzun@treesir.pub (Zayn)yangzun@treesir.pub (Zayn)2021-2026 ZaynMon, 16 Mar 2026 14:00:00 +0800https://blog.treesir.pub/posts/ai-agent-engineering-landscape-2026/Mon, 16 Mar 2026 14:00:00 +0800yangzun@treesir.pub (Zayn)https://blog.treesir.pub/posts/ai-agent-engineering-landscape-2026/从 7 层架构到框架选型、从多智能体协作到记忆系统、从 Coding Agent 到企业工具链的 AI Agent 2026 工程化实践全景。https://blog.treesir.pub/posts/claude-code-pr-agent-continuous-iteration/Mon, 16 Mar 2026 13:00:00 +0800yangzun@treesir.pub (Zayn)https://blog.treesir.pub/posts/claude-code-pr-agent-continuous-iteration/32 个 MR 的真实案例，展示 Claude Code + GitLab CI + pr-agent 三位一体的 AI 驱动持续迭代开发工作流。https://blog.treesir.pub/posts/ai-agent-workflow-practice/Sun, 15 Mar 2026 22:05:00 +0800yangzun@treesir.pub (Zayn)https://blog.treesir.pub/posts/ai-agent-workflow-practice/<h2 class="relative group">当 AI Agent 遇上运维自动化：我的实践踩坑之路 <div id="当-ai-agent-遇上运维自动化我的实践踩坑之路" class="anchor"></div> <span class="absolute top-0 w-6 transition-opacity opacity-0 ltr:-left-6 rtl:-right-6 not-prose group-hover:opacity-100"> <a class="group-hover:text-primary-300 dark:group-hover:text-neutral-700 !no-underline" href="#%e5%bd%93-ai-agent-%e9%81%87%e4%b8%8a%e8%bf%90%e7%bb%b4%e8%87%aa%e5%8a%a8%e5%8c%96%e6%88%91%e7%9a%84%e5%ae%9e%e8%b7%b5%e8%b8%a9%e5%9d%91%e4%b9%8b%e8%b7%af" aria-label="锚点">#</a> </span> </h2> <blockquote> <p>花了几天把 AI Agent 集成到日常运维里，踩了不少坑，记录下来供参考。</p></blockquote> <h2 class="relative group">1. 为什么要用 AI Agent <div id="1-为什么要用-ai-agent" class="anchor"></div> <span class="absolute top-0 w-6 transition-opacity opacity-0 ltr:-left-6 rtl:-right-6 not-prose group-hover:opacity-100"> <a class="group-hover:text-primary-300 dark:group-hover:text-neutral-700 !no-underline" href="#1-%e4%b8%ba%e4%bb%80%e4%b9%88%e8%a6%81%e7%94%a8-ai-agent" aria-label="锚点">#</a> </span> </h2> <p>简单说就是：太累了。</p>https://blog.treesir.pub/posts/openclaw-troubleshooting-guide/Sun, 15 Mar 2026 21:58:00 +0800yangzun@treesir.pub (Zayn)https://blog.treesir.pub/posts/openclaw-troubleshooting-guide/<h2 class="relative group">OpenClaw 配置踩坑记：那些差点把我送走的问题 <div id="openclaw-配置踩坑记那些差点把我送走的问题" class="anchor"></div> <span class="absolute top-0 w-6 transition-opacity opacity-0 ltr:-left-6 rtl:-right-6 not-prose group-hover:opacity-100"> <a class="group-hover:text-primary-300 dark:group-hover:text-neutral-700 !no-underline" href="#openclaw-%e9%85%8d%e7%bd%ae%e8%b8%a9%e5%9d%91%e8%ae%b0%e9%82%a3%e4%ba%9b%e5%b7%ae%e7%82%b9%e6%8a%8a%e6%88%91%e9%80%81%e8%b5%b0%e7%9a%84%e9%97%ae%e9%a2%98" aria-label="锚点">#</a> </span> </h2> <blockquote> <p>踩了整整两天，记录下来希望别再踩第二次。</p></blockquote> <h2 class="relative group">1. 模型配置那些破事 <div id="1-模型配置那些破事" class="anchor"></div> <span class="absolute top-0 w-6 transition-opacity opacity-0 ltr:-left-6 rtl:-right-6 not-prose group-hover:opacity-100"> <a class="group-hover:text-primary-300 dark:group-hover:text-neutral-700 !no-underline" href="#1-%e6%a8%a1%e5%9e%8b%e9%85%8d%e7%bd%ae%e9%82%a3%e4%ba%9b%e7%a0%b4%e4%ba%8b" aria-label="锚点">#</a> </span> </h2> <h3 class="relative group">1.1 模型名写错了 <div id="11-模型名写错了" class="anchor"></div> <span class="absolute top-0 w-6 transition-opacity opacity-0 ltr:-left-6 rtl:-right-6 not-prose group-hover:opacity-100"> <a class="group-hover:text-primary-300 dark:group-hover:text-neutral-700 !no-underline" href="#11-%e6%a8%a1%e5%9e%8b%e5%90%8d%e5%86%99%e9%94%99%e4%ba%86" aria-label="锚点">#</a> </span> </h3> <p>写配置的时候顺手就写：</p>https://blog.treesir.pub/posts/coze-platform-deep-dive/Sun, 15 Mar 2026 21:42:00 +0800yangzun@treesir.pub (Zayn)https://blog.treesir.pub/posts/coze-platform-deep-dive/<h2 class="relative group">字节 Coze 平台实战：从零搭建 AI 智能体 <div id="字节-coze-平台实战从零搭建-ai-智能体" class="anchor"></div> <span class="absolute top-0 w-6 transition-opacity opacity-0 ltr:-left-6 rtl:-right-6 not-prose group-hover:opacity-100"> <a class="group-hover:text-primary-300 dark:group-hover:text-neutral-700 !no-underline" href="#%e5%ad%97%e8%8a%82-coze-%e5%b9%b3%e5%8f%b0%e5%ae%9e%e6%88%98%e4%bb%8e%e9%9b%b6%e6%90%ad%e5%bb%ba-ai-%e6%99%ba%e8%83%bd%e4%bd%93" aria-label="锚点">#</a> </span> </h2> <blockquote> <p>踩过不少坑，花了不少时间，终于把 Coze 这套东西摸透了。本文不整虚的，直接上干货。</p></blockquote> <h2 class="relative group">1. 先说说为什么选 Coze <div id="1-先说说为什么选-coze" class="anchor"></div> <span class="absolute top-0 w-6 transition-opacity opacity-0 ltr:-left-6 rtl:-right-6 not-prose group-hover:opacity-100"> <a class="group-hover:text-primary-300 dark:group-hover:text-neutral-700 !no-underline" href="#1-%e5%85%88%e8%af%b4%e8%af%b4%e4%b8%ba%e4%bb%80%e4%b9%88%e9%80%89-coze" aria-label="锚点">#</a> </span> </h2> <p>市面上 AI 应用开发平台不少，Coze 几个点比较实在：</p>