Learning, building, and sharing — Little Nest of Figo.https://dev.superfigo.cc/https://dev.superfigo.cc/posts/%E4%BC%81%E4%B8%9A%E7%BA%A7%E5%A4%A7%E6%95%B0%E6%8D%AE%E5%B9%B3%E5%8F%B0%E6%9E%B6%E6%9E%84%E7%A7%91%E6%99%AE-%E5%8D%8E%E4%B8%BA%E4%BA%91-hcs-fusion-insight-mrs/https://dev.superfigo.cc/posts/%E4%BC%81%E4%B8%9A%E7%BA%A7%E5%A4%A7%E6%95%B0%E6%8D%AE%E5%B9%B3%E5%8F%B0%E6%9E%B6%E6%9E%84%E7%A7%91%E6%99%AE-%E5%8D%8E%E4%B8%BA%E4%BA%91-hcs-fusion-insight-mrs/适用场景：华为云解决方案架构师理解金融、证券交易所等大型机构的企业级大数据平台，重点结合 HCS、FusionInsight、MRS、DWS、DataArts 等产品体系。Wed, 16 Sep 2026 16:00:00 GMThttps://dev.superfigo.cc/posts/02-%E5%B7%A5%E4%B8%9A%E7%BA%A7-agent-session-event-log-state-reducer-resume-replay-obsidian/https://dev.superfigo.cc/posts/02-%E5%B7%A5%E4%B8%9A%E7%BA%A7-agent-session-event-log-state-reducer-resume-replay-obsidian/工业级 Agent 的 Session 不应该只被理解成一个不断增长的 messages[]。Wed, 02 Sep 2026 16:00:00 GMThttps://dev.superfigo.cc/posts/03-context-management-%E4%B8%8A%E4%B8%8B%E6%96%87%E9%80%89%E6%8B%A9%E8%A3%81%E5%89%AA%E5%8E%8B%E7%BC%A9%E4%B8%8E%E7%BC%93%E5%AD%98%E6%B2%BB%E7%90%86-obsidian/https://dev.superfigo.cc/posts/03-context-management-%E4%B8%8A%E4%B8%8B%E6%96%87%E9%80%89%E6%8B%A9%E8%A3%81%E5%89%AA%E5%8E%8B%E7%BC%A9%E4%B8%8E%E7%BC%93%E5%AD%98%E6%B2%BB%E7%90%86-obsidian/工业级 Agent 的 Context Management 不是“上下文快满了就做一次总结”，而是一个持续发生的信息选择与预算治理过程。Wed, 02 Sep 2026 16:00:00 GMThttps://dev.superfigo.cc/posts/04-tool-runtime-%E4%BB%8E-tool-call-%E5%88%B0%E5%8F%AF%E9%9D%A0%E6%89%A7%E8%A1%8C-obsidian/https://dev.superfigo.cc/posts/04-tool-runtime-%E4%BB%8E-tool-call-%E5%88%B0%E5%8F%AF%E9%9D%A0%E6%89%A7%E8%A1%8C-obsidian/Tool Runtime 的职责，不是简单执行：Wed, 02 Sep 2026 16:00:00 GMThttps://dev.superfigo.cc/posts/05-coding-agent-editing-runtime-read-search-edit-diff-lsp-test-obsidian/https://dev.superfigo.cc/posts/05-coding-agent-editing-runtime-read-search-edit-diff-lsp-test-obsidian/Coding Agent 的“编辑能力”不是一个普通的 editfile() Tool，而是一套围绕代码仓库建立的受约束修改闭环：Wed, 02 Sep 2026 16:00:00 GMThttps://dev.superfigo.cc/posts/06-permission-hitl-agent%E6%9D%83%E9%99%90%E5%AE%A1%E6%89%B9%E4%B8%8E%E7%AD%96%E7%95%A5%E6%8E%A7%E5%88%B6-obsidian/https://dev.superfigo.cc/posts/06-permission-hitl-agent%E6%9D%83%E9%99%90%E5%AE%A1%E6%89%B9%E4%B8%8E%E7%AD%96%E7%95%A5%E6%8E%A7%E5%88%B6-obsidian/Agent 拥有某种 Tool Capability，不代表它在任何时候都应该被允许执行。Wed, 02 Sep 2026 16:00:00 GMThttps://dev.superfigo.cc/posts/framework/java-script-type-script-web-%E7%94%9F%E6%80%81%E7%9F%A5%E8%AF%86%E5%9C%B0%E5%9B%BE/https://dev.superfigo.cc/posts/framework/java-script-type-script-web-%E7%94%9F%E6%80%81%E7%9F%A5%E8%AF%86%E5%9C%B0%E5%9B%BE/JavaScript、TypeScript 是语言；浏览器运行时、Node.js 是运行环境；npm、pnpm、Yarn 是包管理器；npm Registry 是软件包仓库；React 是 UI 库；Vite 是开发与构建工具；Next.js、Express、NestJS 是定位不同的框架。Mon, 17 Aug 2026 16:00:00 GMThttps://dev.superfigo.cc/posts/llm/%E5%A4%A7%E6%A8%A1%E5%9E%8B%E6%8E%A8%E7%90%86%E4%B8%8E%E7%BC%93%E5%AD%98%E6%9C%BA%E5%88%B6%E5%85%A8%E6%99%AF%E5%9B%BE%E8%A7%A3%EF%BC%9A%E4%BB%8E-prompt-caching-%E5%88%B0-%E8%87%AA%E5%9B%9E%E5%BD%92%E7%9A%84%E8%AF%85%E5%92%92/https://dev.superfigo.cc/posts/llm/%E5%A4%A7%E6%A8%A1%E5%9E%8B%E6%8E%A8%E7%90%86%E4%B8%8E%E7%BC%93%E5%AD%98%E6%9C%BA%E5%88%B6%E5%85%A8%E6%99%AF%E5%9B%BE%E8%A7%A3%EF%BC%9A%E4%BB%8E-prompt-caching-%E5%88%B0-%E8%87%AA%E5%9B%9E%E5%BD%92%E7%9A%84%E8%AF%85%E5%92%92/系统性梳理大模型推理的双阶段（Prefill/Decode）、KV Cache机制、Prompt Caching的前缀匹配与云端生命周期，以及自回归生成中的概率抽样与“滚雪球诅咒”。Sun, 19 Jul 2026 16:00:00 GMThttps://dev.superfigo.cc/posts/rag/rag-%E5%A4%84%E7%90%86-word-%E3%80%81%E6%89%AB%E6%8F%8F%E7%89%88-pdf-%E6%9C%80%E7%BB%88%E4%BC%98%E5%8C%96%E6%96%B9%E6%A1%88/https://dev.superfigo.cc/posts/rag/rag-%E5%A4%84%E7%90%86-word-%E3%80%81%E6%89%AB%E6%8F%8F%E7%89%88-pdf-%E6%9C%80%E7%BB%88%E4%BC%98%E5%8C%96%E6%96%B9%E6%A1%88/Word 走结构化解析，扫描 PDF 先做版面分析再分区域 OCR，统一输出带元数据的 Markdown/JSON，结合 Hierarchical Chunking、混合检索、Rerank 与强制引用生成。Tue, 07 Jul 2026 16:00:00 GMThttps://dev.superfigo.cc/posts/llm/llm-%E4%B8%AD%E7%9A%84-token-space-%E4%B8%8E-latent-space/https://dev.superfigo.cc/posts/llm/llm-%E4%B8%AD%E7%9A%84-token-space-%E4%B8%8E-latent-space/一句话先理解：Sat, 09 May 2026 08:01:04 GMThttps://dev.superfigo.cc/posts/agent/%E5%BD%93-open-code-or-claude-code-%E5%B7%B2%E7%BB%8F%E5%BE%88%E5%A5%BD%E7%94%A8%E6%97%B6%EF%BC%8C%E5%BA%95%E5%B1%82-agent-%E6%A1%86%E6%9E%B6%E8%BF%98%E6%9C%89%E5%A4%9A%E5%A4%A7%E6%84%8F%E4%B9%89%EF%BC%9F/https://dev.superfigo.cc/posts/agent/%E5%BD%93-open-code-or-claude-code-%E5%B7%B2%E7%BB%8F%E5%BE%88%E5%A5%BD%E7%94%A8%E6%97%B6%EF%BC%8C%E5%BA%95%E5%B1%82-agent-%E6%A1%86%E6%9E%B6%E8%BF%98%E6%9C%89%E5%A4%9A%E5%A4%A7%E6%84%8F%E4%B9%89%EF%BC%9F/一句话结论：有，而且仍然很大；但它们的意义已经从“默认起点”转向“复杂系统底座”。Tue, 21 Apr 2026 07:08:21 GMThttps://dev.superfigo.cc/posts/agent/harness-engineering-%E5%85%A8%E6%8B%86%E8%A7%A3/https://dev.superfigo.cc/posts/agent/harness-engineering-%E5%85%A8%E6%8B%86%E8%A7%A3/基于字幕内容整理，并结合官方资料做了术语校正与知识扩展。Mon, 20 Apr 2026 16:00:00 GMThttps://dev.superfigo.cc/posts/agent/extreme-harness-engineering-%E5%AD%A6%E4%B9%A0%E7%AC%94%E8%AE%B0/https://dev.superfigo.cc/posts/agent/extreme-harness-engineering-%E5%AD%A6%E4%B9%A0%E7%AC%94%E8%AE%B0/本文基于字幕内容整理，并结合官方资料与高可信来源做了校正和扩展。已自动忽略时间轴、序号、空行及场景标注，并将明显音译错误统一校正为标准术语，如 codeex -> Codex、Open eye -> OpenAI、Basil -> Bazel、Turbo TenX -> Turborepo / Nx、Asian -> agent 等。Sat, 18 Apr 2026 10:06:15 GMThttps://dev.superfigo.cc/posts/agent/notion%EF%BC%9A-custom-agents%E3%80%81-evals-%E4%B8%8E-future-of-work-%E5%AD%A6%E4%B9%A0%E7%AC%94%E8%AE%B0/https://dev.superfigo.cc/posts/agent/notion%EF%BC%9A-custom-agents%E3%80%81-evals-%E4%B8%8E-future-of-work-%E5%AD%A6%E4%B9%A0%E7%AC%94%E8%AE%B0/基于上传字幕整理，并结合官方资料做了必要的术语校正与背景扩展。Fri, 17 Apr 2026 16:00:00 GMThttps://dev.superfigo.cc/posts/agent/%E4%BB%8E-api-%E8%B0%83%E7%94%A8%E7%9C%8B%E6%B8%85%E6%A5%9A%EF%BC%9Amcp%E3%80%81-skill%E3%80%81-function-calling%E3%80%81-tools-%E4%B8%89%E8%80%85%E4%BB%80%E4%B9%88%E5%85%B3%E7%B3%BB/https://dev.superfigo.cc/posts/agent/%E4%BB%8E-api-%E8%B0%83%E7%94%A8%E7%9C%8B%E6%B8%85%E6%A5%9A%EF%BC%9Amcp%E3%80%81-skill%E3%80%81-function-calling%E3%80%81-tools-%E4%B8%89%E8%80%85%E4%BB%80%E4%B9%88%E5%85%B3%E7%B3%BB/这四个词经常一起出现，但并不处在同一层级。Tue, 14 Apr 2026 16:00:00 GMThttps://dev.superfigo.cc/posts/agent/anthropic-claude-code-%E6%B3%84%E9%9C%B2%E8%A7%86%E9%A2%91%E6%B8%85%E6%B4%97%E7%A8%BF/https://dev.superfigo.cc/posts/agent/anthropic-claude-code-%E6%B3%84%E9%9C%B2%E8%A7%86%E9%A2%91%E6%B8%85%E6%B4%97%E7%A8%BF/这段视频的真正价值，不在于“Claude Code 接下来几周会发布什么功能”，而在于它把一个生产级 AI Agent 的底层“脏活累活”拆得很清楚：Tool Registry、Permission System、Session Persistence、Workflow State、Token Budgeting、Structured Streaming、SSun, 12 Apr 2026 16:00:00 GMThttps://dev.superfigo.cc/posts/agent/claude-code-%E6%B3%84%E9%9C%B2%E8%83%8C%E5%90%8E%E7%9A%84%E7%9C%9F%E6%AD%A3%E4%BF%A1%E5%8F%B7%EF%BC%9A%E4%BB%8E%E4%BB%A3%E7%A0%81%E6%B3%84%E9%9C%B2%E5%88%B0%E5%B8%B8%E9%A9%BB%E4%BB%A3%E7%90%86%E5%B9%B3%E5%8F%B0/https://dev.superfigo.cc/posts/agent/claude-code-%E6%B3%84%E9%9C%B2%E8%83%8C%E5%90%8E%E7%9A%84%E7%9C%9F%E6%AD%A3%E4%BF%A1%E5%8F%B7%EF%BC%9A%E4%BB%8E%E4%BB%A3%E7%A0%81%E6%B3%84%E9%9C%B2%E5%88%B0%E5%B8%B8%E9%A9%BB%E4%BB%A3%E7%90%86%E5%B9%B3%E5%8F%B0/这不是一篇“泄露了多少代码”的笔记，而是一篇关于 Anthropic 可能如何把 Claude Code 从“工具”推进为“持久化代理 / 常驻代理 平台”的分析笔记。Sun, 12 Apr 2026 16:00:00 GMThttps://dev.superfigo.cc/posts/agent/harness-engineering-%E6%B7%B1%E5%BA%A6%E8%A7%A3%E6%9E%90%E7%AC%94%E8%AE%B0/https://dev.superfigo.cc/posts/agent/harness-engineering-%E6%B7%B1%E5%BA%A6%E8%A7%A3%E6%9E%90%E7%AC%94%E8%AE%B0/视频来源： B站《2026最新｜这绝对是B站最全最细的 Harness Engineering 教程——深度解析 Agent Harness 的底层原理、核心组件和实战应用》Sat, 11 Apr 2026 16:00:00 GMT