冬奇实验室 | Wonder Lab

冬奇实验室 | Wonder Lab https://home.wonlab.top 探索AI应用、Android车机、工程实践的技术博客 zh-CN <![CDATA[Code Agent 解剖（11）：Harness 设计之一——控制流]]> https://home.wonlab.top/blog/llm-practice/my-code-agent/code-agent-series-11-harness-control-flow https://home.wonlab.top/blog/llm-practice/my-code-agent/code-agent-series-11-harness-control-flow Fri, 21 Aug 2026 00:00:00 GMT <![CDATA[Code Agent 解剖（09）：对话越来越长，token 超了怎么办？]]> https://home.wonlab.top/blog/llm-practice/my-code-agent/code-agent-series-09-context-engineering https://home.wonlab.top/blog/llm-practice/my-code-agent/code-agent-series-09-context-engineering Wed, 19 Aug 2026 00:00:00 GMT <![CDATA[Code Agent 解剖（10）：agent 崩了怎么恢复，对话历史存在哪？]]> https://home.wonlab.top/blog/llm-practice/my-code-agent/code-agent-series-10-persistence https://home.wonlab.top/blog/llm-practice/my-code-agent/code-agent-series-10-persistence Wed, 19 Aug 2026 00:00:00 GMT <![CDATA[企业知识库系列（03）：图增强 RAG 实测——GraphRAG vs HippoRAG]]> https://home.wonlab.top/blog/llm-practice/enterprise-kb/enterprise-kb-series-03-graphrag-hipporag-eval https://home.wonlab.top/blog/llm-practice/enterprise-kb/enterprise-kb-series-03-graphrag-hipporag-eval Tue, 18 Aug 2026 00:00:00 GMT <![CDATA[Code Agent 解剖（08）：一个任务太复杂，怎么拆给子 agent 做？]]> https://home.wonlab.top/blog/llm-practice/my-code-agent/code-agent-series-08-subagent https://home.wonlab.top/blog/llm-practice/my-code-agent/code-agent-series-08-subagent Tue, 18 Aug 2026 00:00:00 GMT <![CDATA[Code Agent 解剖（07）：外部工具怎么接进来？MCP 集成是怎么做的？]]> https://home.wonlab.top/blog/llm-practice/my-code-agent/code-agent-series-07-mcp https://home.wonlab.top/blog/llm-practice/my-code-agent/code-agent-series-07-mcp Mon, 17 Aug 2026 00:00:00 GMT <![CDATA[开源项目第192期：shadcn-admin — Vite + shadcn/ui 构建的后台管理界面参考集，10+ 页面、RTL 支持、无障碍优先，不是模板，是可复用的 UI 参考库]]> https://home.wonlab.top/blog/open-source-projects/192-shadcn-admin https://home.wonlab.top/blog/open-source-projects/192-shadcn-admin Mon, 17 Aug 2026 00:00:00 GMT <![CDATA[开源项目第193期：Semantica — 开源版 Palantir for AI Agent，知识图谱 + 确定性推理 + W3C 溯源，让 AI 决策可追溯、可审计、可合规]]> https://home.wonlab.top/blog/open-source-projects/193-semantica https://home.wonlab.top/blog/open-source-projects/193-semantica Mon, 17 Aug 2026 00:00:00 GMT <![CDATA[开源项目第194期：deepseek-harness — DeepSeek 出品的 AI Agent 开发框架，万物皆插件 + PTC 程序化组合模式 + 完整轨迹溯源，137k Stars]]> https://home.wonlab.top/blog/open-source-projects/194-deepseek-harness https://home.wonlab.top/blog/open-source-projects/194-deepseek-harness Mon, 17 Aug 2026 00:00:00 GMT <![CDATA[开源项目第195期：OpenTelemetry Demo（Astronomy Shop）— 官方出品的分布式系统可观测性实战教材，12种语言 + 17个微服务 + 13个故障开关，50+ 云厂商用它做集成演示]]> https://home.wonlab.top/blog/open-source-projects/195-opentelemetry-demo https://home.wonlab.top/blog/open-source-projects/195-opentelemetry-demo Mon, 17 Aug 2026 00:00:00 GMT <![CDATA[Code Agent 解剖（05）：模型怎么知道有哪些工具可以用？Function Calling 如何实现？]]> https://home.wonlab.top/blog/llm-practice/my-code-agent/code-agent-series-05-tool-system https://home.wonlab.top/blog/llm-practice/my-code-agent/code-agent-series-05-tool-system Sun, 16 Aug 2026 00:00:00 GMT <![CDATA[Code Agent 解剖（06）：agent 的能力怎么用 Skills 动态扩展？]]> https://home.wonlab.top/blog/llm-practice/my-code-agent/code-agent-series-06-skills https://home.wonlab.top/blog/llm-practice/my-code-agent/code-agent-series-06-skills Sun, 16 Aug 2026 00:00:00 GMT <![CDATA[企业知识库系列（02）：经典向量 RAG 实测——QAnything vs LightRAG]]> https://home.wonlab.top/blog/llm-practice/enterprise-kb/enterprise-kb-series-02-vector-rag-eval https://home.wonlab.top/blog/llm-practice/enterprise-kb/enterprise-kb-series-02-vector-rag-eval Thu, 13 Aug 2026 00:00:00 GMT <![CDATA[Code Agent 解剖（02）：agent 是怎么一轮一轮思考和行动的？]]> https://home.wonlab.top/blog/llm-practice/my-code-agent/code-agent-series-02-react-loop https://home.wonlab.top/blog/llm-practice/my-code-agent/code-agent-series-02-react-loop Thu, 13 Aug 2026 00:00:00 GMT <![CDATA[Code Agent 解剖（03）：各家 LLM 格式不一样，agent 怎么统一对接？]]> https://home.wonlab.top/blog/llm-practice/my-code-agent/code-agent-series-03-llm-interface https://home.wonlab.top/blog/llm-practice/my-code-agent/code-agent-series-03-llm-interface Thu, 13 Aug 2026 00:00:00 GMT <![CDATA[Code Agent 解剖（04）：系统提示词是怎么组装的，agent 的「人格」从哪来？]]> https://home.wonlab.top/blog/llm-practice/my-code-agent/code-agent-series-04-prompt-assembly https://home.wonlab.top/blog/llm-practice/my-code-agent/code-agent-series-04-prompt-assembly Thu, 13 Aug 2026 00:00:00 GMT <![CDATA[开源项目第190期：claude-video — 给 Claude 装上「眼睛」看视频，一条命令分析 YouTube/Loom/本地视频，字幕优先零下载、场景感知帧去重、Token 预算自动管理]]> https://home.wonlab.top/blog/open-source-projects/190-claude-video https://home.wonlab.top/blog/open-source-projects/190-claude-video Thu, 13 Aug 2026 00:00:00 GMT <![CDATA[开源项目第191期：gstack — YC CEO Garry Tan 开源的 AI 虚拟工程团队，23 个专家角色 slash command，从产品构思到上线发布的完整研发流程]]> https://home.wonlab.top/blog/open-source-projects/191-gstack https://home.wonlab.top/blog/open-source-projects/191-gstack Thu, 13 Aug 2026 00:00:00 GMT <![CDATA[Code Agent 解剖（01）：用户输入一句话，agent 内部发生了什么？]]> https://home.wonlab.top/blog/llm-practice/my-code-agent/code-agent-series-01-overview https://home.wonlab.top/blog/llm-practice/my-code-agent/code-agent-series-01-overview Wed, 12 Aug 2026 00:00:00 GMT <![CDATA[开源项目第187期：Pi — 哲学驱动的极简 AI Coding Agent，86k Stars，30+ LLM 提供商，无限扩展]]> https://home.wonlab.top/blog/open-source-projects/187-pi https://home.wonlab.top/blog/open-source-projects/187-pi Mon, 10 Aug 2026 00:00:00 GMT