https://haokw.github.io/posts/Recent content in 笔记 on Hao · AI Agent 学习记录Hugozh-CNSat, 01 Aug 2026 08:00:00 +0800https://haokw.github.io/posts/2026-08-01-welcome/Sat, 01 Aug 2026 08:00:00 +0800https://haokw.github.io/posts/2026-08-01-welcome/<p>这个博客从今天开始改版：不再只是生活记录，而是我的 <strong>AI Agent 工程实战记录</strong>。</p> <p>目标是系统掌握 AI Agent 工程能力：LLM API、Agent Loop、Tool Use、Planning、Skills、 MCP、Memory、Subagent、Multi-Agent，以及 Prompt / Context / Harness Engineering， 并把每个阶段都做成可演示的成果。</p> <h2 id="实战计划">实战计划<a href="#%e5%ae%9e%e6%88%98%e8%ae%a1%e5%88%92" class="post-heading__anchor" aria-hidden="true">#</a> </h2> <p>点击章节标题进入该主题的详情页，笔记与成果会陆续补充。</p> <style> .plan { margin: 24px 0; } .plan-item { padding: 14px 8px 14px 18px; border-left: 3px solid #b8bb26; margin-bottom: 14px; } html[data-theme="light"] .plan-item { border-left-color: #79740e; } .plan-head { display: flex; align-items: baseline; justify-content: space-between; gap: 10px; flex-wrap: wrap; } .plan-title { font-weight: 600; font-size: 15px; } .plan-chapter { font-size: 12px; color: #a89984; margin-right: 8px; } html[data-theme="light"] .plan-chapter { color: #7c6f64; } .plan-tasks { color: #a89984; font-size: 12.5px; margin-top: 3px; } html[data-theme="light"] .plan-tasks { color: #7c6f64; } .plan-meta { display: flex; gap: 14px; flex-wrap: wrap; align-items: center; margin-top: 8px; font-size: 12px; } .tag { display: inline-block; padding: 1px 9px; border-radius: 999px; font-size: 11.5px; white-space: nowrap; } .tag.doing { color: #d79921; border: 1px solid #d79921; } .tag.todo { color: #a89984; border: 1px solid #928374; } .tag.done { color: #b8bb26; border: 1px solid #b8bb26; } html[data-theme="light"] .tag.doing { color: #b57614; border-color: #b57614; } html[data-theme="light"] .tag.todo { color: #7c6f64; border-color: #928374; } html[data-theme="light"] .tag.done { color: #79740e; border-color: #79740e; } .plan-meta .muted { color: #928374; } html[data-theme="light"] .plan-meta .muted { color: #7c6f64; } </style> <div class="plan"> <div class="plan-item"> <div class="plan-head"> <div> <span class="plan-chapter">准备</span> <a class="plan-title" href="https://haokw.github.io/topics/prepare/">环境准备：Codex &#43; DeepSeek</a> </div> <span class="tag doing">进行中</span> </div> <div class="plan-tasks">配置 Codex CLI 与 DeepSeek API；建立 Agent 使用日志模板</div> <div class="plan-meta"> <span>开始 <span class="">2026-08-01</span></span> <span>最近 <span class="">2026-08-01</span></span> <a href="https://haokw.github.io/posts/2026-08-01-welcome/">开篇笔记 →</a> <a href="https://haokw.github.io/">本站 →</a> </div> </div> <div class="plan-item"> <div class="plan-head"> <div> <span class="plan-chapter">资源</span> <a class="plan-title" href="https://haokw.github.io/topics/resources/">相关资源收集</a> </div> <span class="tag doing">进行中</span> </div> <div class="plan-tasks">书单、官方文档、论文、开源项目、评测框架与社区</div> <div class="plan-meta"> <span>开始 <span class="">2026-08-01</span></span> <span>最近 <span class="muted">待提交</span></span> </div> </div> <div class="plan-item"> <div class="plan-head"> <div> <span class="plan-chapter">第 1 章</span> <a class="plan-title" href="https://haokw.github.io/topics/ch1/">LLM API、Prompt、结构化输出 &#43; LLM Gateway</a> </div> <span class="tag todo">未开始</span> </div> <div class="plan-tasks">模型调用 / Streaming / Structured Output / Prompt 工程；项目① LLM Gateway</div> <div class="plan-meta"> <span>开始 <span class="muted">待提交</span></span> <span>最近 <span class="muted">待提交</span></span> </div> </div> <div class="plan-item"> <div class="plan-head"> <div> <span class="plan-chapter">第 2 章</span> <a class="plan-title" href="https://haokw.github.io/topics/ch2/">Function Calling、Tool Runtime、MCP</a> </div> <span class="tag todo">未开始</span> </div> <div class="plan-tasks">Tool Registry / 权限与审计 / MCP 接入；项目① Tool Runtime</div> <div class="plan-meta"> <span>开始 <span class="muted">待提交</span></span> <span>最近 <span class="muted">待提交</span></span> </div> </div> <div class="plan-item"> <div class="plan-head"> <div> <span class="plan-chapter">第 3 章</span> <a class="plan-title" href="https://haokw.github.io/topics/ch3/">Agent Loop、状态机、Codebase Agent</a> </div> <span class="tag todo">未开始</span> </div> <div class="plan-tasks">Loop / Planning / Checkpoint / Sandbox / Harness；项目② Codebase Agent</div> <div class="plan-meta"> <span>开始 <span class="muted">待提交</span></span> <span>最近 <span class="muted">待提交</span></span> </div> </div> <div class="plan-item"> <div class="plan-head"> <div> <span class="plan-chapter">第 4 章</span> <a class="plan-title" href="https://haokw.github.io/topics/ch4/">Context Engineering、Memory、Codebase RAG</a> </div> <span class="tag todo">未开始</span> </div> <div class="plan-tasks">Context 管理 / 记忆体系 / 混合检索 RAG；项目② RAG &amp; Memory</div> <div class="plan-meta"> <span>开始 <span class="muted">待提交</span></span> <span>最近 <span class="muted">待提交</span></span> </div> </div> <div class="plan-item"> <div class="plan-head"> <div> <span class="plan-chapter">第 5 章</span> <a class="plan-title" href="https://haokw.github.io/topics/ch5/">Multi-Agent、Skill、Agent Eval</a> </div> <span class="tag todo">未开始</span> </div> <div class="plan-tasks">多 Agent 协作 / Skill 系统 / Eval 平台；项目③ Eval 平台</div> <div class="plan-meta"> <span>开始 <span class="muted">待提交</span></span> <span>最近 <span class="muted">待提交</span></span> </div> </div> <div class="plan-item"> <div class="plan-head"> <div> <span class="plan-chapter">第 6 章</span> <a class="plan-title" href="https://haokw.github.io/topics/ch6/">工程化、生产部署、可观测性</a> </div> <span class="tag todo">未开始</span> </div> <div class="plan-tasks">Docker Compose / Trace / 灰度 / 成本治理；项目③ Production Ready</div> <div class="plan-meta"> <span>开始 <span class="muted">待提交</span></span> <span>最近 <span class="muted">待提交</span></span> <a href="https://haokw.github.io/token-price/">Token 价格对比页 →</a> </div> </div> <div class="plan-item"> <div class="plan-head"> <div> <span class="plan-chapter">第 7 章</span> <a class="plan-title" href="https://haokw.github.io/topics/ch7/">DeerFlow 源码解析 &#43; 深度研究平台</a> </div> <span class="tag todo">未开始</span> </div> <div class="plan-tasks">九条架构线精读；项目④ 深度研究平台 / 软件工厂；开源 PR</div> <div class="plan-meta"> <span>开始 <span class="muted">待提交</span></span> <span>最近 <span class="muted">待提交</span></span> </div> </div> <div class="plan-item"> <div class="plan-head"> <div> <span class="plan-chapter">收尾</span> <a class="plan-title" href="https://haokw.github.io/topics/final/">作品集、简历与面试准备</a> </div> <span class="tag todo">未开始</span> </div> <div class="plan-tasks">Portfolio README / 简历 / 模拟面试 / 全部文章发布</div> <div class="plan-meta"> <span>开始 <span class="muted">待提交</span></span> <span>最近 <span class="muted">待提交</span></span> </div> </div> </div> <p>之后会持续更新：学习笔记、项目 Demo、Agent 工具使用评测。自建小工具收录在 <a href="https://haokw.github.io/tools/" >工具</a>页（如 <a href="https://haokw.github.io/token-price/" >Token 价格对比</a>），用于成本治理与模型选型。</p>