<?xml version="1.0" encoding="UTF-8"?><?xml-stylesheet href="/rss-style.xsl" type="text/xsl"?><rss version="2.0"><channel><title>MRT · 不见长安</title><description>技术笔记 · Agent 实践 · 工具折腾 · 双城杂记</description><link>https://mrt.vercel.app/</link><language>zh-cn</language><item><title>Hello World</title><link>https://mrt.vercel.app/blog/hello-world/</link><guid isPermaLink="true">https://mrt.vercel.app/blog/hello-world/</guid><description>博客开篇：为什么搭建这个站，以及想写些什么。</description><pubDate>Mon, 11 May 2026 00:00:00 GMT</pubDate><category>随笔</category><category>博客</category></item><item><title>Agent 记忆系统的正确打开方式</title><link>https://mrt.vercel.app/blog/agent-note-taking/</link><guid isPermaLink="true">https://mrt.vercel.app/blog/agent-note-taking/</guid><description>在 CoPaw/Hermes 体系里，怎么用好记忆文件才能让 Agent 真正「记住」东西。</description><pubDate>Sun, 10 May 2026 00:00:00 GMT</pubDate><category>AI</category><category>Agent</category><category>CoPaw</category></item><item><title>科目四（安全文明驾驶常识考试）</title><link>https://mrt.vercel.app/blog/driving-test-kemu4/</link><guid isPermaLink="true">https://mrt.vercel.app/blog/driving-test-kemu4/</guid><description>科目四（安全文明驾驶常识考试）</description><pubDate>Sat, 09 May 2026 00:00:00 GMT</pubDate><category>reference</category><category>guide</category><category>driving</category><category>exam</category></item><item><title>Agent Vision — AI Agent 的十个技术演进方向</title><link>https://mrt.vercel.app/blog/agent-vision-directions/</link><guid isPermaLink="true">https://mrt.vercel.app/blog/agent-vision-directions/</guid><description>从 266:1 的荒谬输入输出比出发，推演 AI Agent 从今天到三五年后的十个关键技术方向</description><pubDate>Tue, 05 May 2026 00:00:00 GMT</pubDate><category>AI Agent</category><category>架构</category><category>LLM</category><category>前瞻</category></item><item><title>AI Agent 课程与教程集</title><link>https://mrt.vercel.app/blog/ai-agent-courses/</link><guid isPermaLink="true">https://mrt.vercel.app/blog/ai-agent-courses/</guid><description>AI Agent 课程与教程集</description><pubDate>Tue, 05 May 2026 00:00:00 GMT</pubDate><category>agent</category><category>course</category><category>tutorial</category><category>genai</category><category>langgraph</category><category>mcp</category></item><item><title>AI 桌面控制自动化（Computer Use）</title><link>https://mrt.vercel.app/blog/ai-desktop-automation/</link><guid isPermaLink="true">https://mrt.vercel.app/blog/ai-desktop-automation/</guid><description>AI 桌面控制自动化（Computer Use）</description><pubDate>Tue, 05 May 2026 00:00:00 GMT</pubDate><category>ai</category><category>desktop</category><category>automation</category><category>computer-use</category><category>agent</category><category>vision</category><category>control</category></item><item><title>Backpropagation</title><link>https://mrt.vercel.app/blog/backpropagation/</link><guid 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GMT</pubDate><category>hermes</category><category>memory</category><category>architecture</category><category>tool</category></item><item><title>浏览器自动化实战</title><link>https://mrt.vercel.app/blog/browser-automation-tips/</link><guid isPermaLink="true">https://mrt.vercel.app/blog/browser-automation-tips/</guid><description>浏览器自动化实战</description><pubDate>Tue, 05 May 2026 00:00:00 GMT</pubDate><category>browser</category><category>automation</category><category>playwright</category><category>headless</category><category>headed</category><category>cdp</category><category>scraping</category><category>lesson</category></item><item><title>CoPaw 调试知识库</title><link>https://mrt.vercel.app/blog/copaw-debugging/</link><guid isPermaLink="true">https://mrt.vercel.app/blog/copaw-debugging/</guid><description>CoPaw 调试知识库</description><pubDate>Tue, 05 May 2026 00:00:00 GMT</pubDate><category>copaw</category><category>debugging</category><category>gbk</category><category>mcp</category><category>browser</category><category>pywebview</category><category>yt-dlp</category><category>plugin</category><category>skill</category><category>lesson</category></item><item><title>CoPaw 插件系统</title><link>https://mrt.vercel.app/blog/copaw-plugin-system/</link><guid isPermaLink="true">https://mrt.vercel.app/blog/copaw-plugin-system/</guid><description>CoPaw 插件系统</description><pubDate>Tue, 05 May 2026 00:00:00 GMT</pubDate><category>copaw</category><category>plugin</category><category>architecture</category><category>development</category><category>hook</category><category>provider</category><category>mcp</category></item><item><title>CSPRNG 锁开销：一个 68× 加速的通用解决模式</title><link>https://mrt.vercel.app/blog/csprng-batch-pattern/</link><guid isPermaLink="true">https://mrt.vercel.app/blog/csprng-batch-pattern/</guid><description>纯 Python CSPRNG 因线程安全锁导致的性能瓶颈，以及批量生成接口如何实现 68 倍加速</description><pubDate>Tue, 05 May 2026 00:00:00 GMT</pubDate><category>Python</category><category>CSPRNG</category><category>性能优化</category><category>Monte Carlo</category></item><item><title>Windows 桌面控制技术</title><link>https://mrt.vercel.app/blog/desktop-control/</link><guid isPermaLink="true">https://mrt.vercel.app/blog/desktop-control/</guid><description>Windows 桌面控制技术</description><pubDate>Tue, 05 May 2026 00:00:00 GMT</pubDate><category>windows</category><category>desktop</category><category>automation</category><category>screenshot</category><category>process</category><category>batch</category><category>powershell</category><category>lesson</category></item><item><title>Kanban 看板系统</title><link>https://mrt.vercel.app/blog/kanban-system/</link><guid isPermaLink="true">https://mrt.vercel.app/blog/kanban-system/</guid><description>Kanban 看板系统</description><pubDate>Tue, 05 May 2026 00:00:00 GMT</pubDate><category>kanban</category><category>task-management</category><category>workflow</category><category>agent-coordination</category></item><item><title>Karpathy Coding Guidelines</title><link>https://mrt.vercel.app/blog/karpathy-coding-guidelines/</link><guid isPermaLink="true">https://mrt.vercel.app/blog/karpathy-coding-guidelines/</guid><description>Karpathy Coding Guidelines</description><pubDate>Tue, 05 May 2026 00:00:00 GMT</pubDate><category>coding-guidelines</category><category>best-practice</category><category>claude-code</category><category>cursor</category><category>llm-engineering</category></item><item><title>LLM Efficiency &amp; Cost Optimization</title><link>https://mrt.vercel.app/blog/llm-efficiency-methodology/</link><guid isPermaLink="true">https://mrt.vercel.app/blog/llm-efficiency-methodology/</guid><description>LLM Efficiency &amp; Cost Optimization</description><pubDate>Tue, 05 May 2026 00:00:00 GMT</pubDate><category>cost-saving</category><category>efficiency</category><category>optimization</category><category>llm</category><category>agent</category><category>best-practice</category></item><item><title>MCP 调试方法论</title><link>https://mrt.vercel.app/blog/mcp-debugging/</link><guid isPermaLink="true">https://mrt.vercel.app/blog/mcp-debugging/</guid><description>MCP 调试方法论</description><pubDate>Tue, 05 May 2026 00:00:00 GMT</pubDate><category>debugging</category><category>mcp</category><category>tool</category><category>lesson</category></item><item><title>Neural Networks: Zero to Hero</title><link>https://mrt.vercel.app/blog/nn-zero-to-hero/</link><guid isPermaLink="true">https://mrt.vercel.app/blog/nn-zero-to-hero/</guid><description>Neural Networks: Zero to Hero</description><pubDate>Tue, 05 May 2026 00:00:00 GMT</pubDate><category>neural-network</category><category>deep-learning</category><category>tutorial</category><category>course</category><category>transformer</category><category>backpropagation</category></item><item><title>效率方法论与生产力思想</title><link>https://mrt.vercel.app/blog/productivity-methodology/</link><guid isPermaLink="true">https://mrt.vercel.app/blog/productivity-methodology/</guid><description>效率方法论与生产力思想</description><pubDate>Tue, 05 May 2026 00:00:00 GMT</pubDate><category>productivity</category><category>methodology</category><category>gtd</category><category>second-brain</category><category>kaizen</category><category>mindset</category></item><item><title>三层路由架构：从关键词匹配到语义回退的渐进式设计</title><link>https://mrt.vercel.app/blog/progressive-fallback-routing/</link><guid isPermaLink="true">https://mrt.vercel.app/blog/progressive-fallback-routing/</guid><description>关键词匹配（O(1)）→ 语义搜索（向量检索）→ 通用 fallback，三层递进的路由架构设计模式与生产实践</description><pubDate>Tue, 05 May 2026 00:00:00 GMT</pubDate><category>架构</category><category>路由</category><category>LLM</category><category>系统设计</category></item><item><title>pywebview Desktop Floating Window</title><link>https://mrt.vercel.app/blog/pywebview-desktop/</link><guid isPermaLink="true">https://mrt.vercel.app/blog/pywebview-desktop/</guid><description>pywebview Desktop Floating Window</description><pubDate>Tue, 05 May 2026 00:00:00 GMT</pubDate><category>python</category><category>desktop</category><category>gui</category><category>pywebview</category><category>webview2</category><category>windows</category><category>lesson</category></item><item><title>Skill Evolution 🧬</title><link>https://mrt.vercel.app/blog/skill-evolution/</link><guid isPermaLink="true">https://mrt.vercel.app/blog/skill-evolution/</guid><description>Skill Evolution 🧬</description><pubDate>Tue, 05 May 2026 00:00:00 GMT</pubDate><category>self-evolution</category><category>skill-management</category><category>meta-skill</category><category>audit</category></item><item><title>Transformer Architecture</title><link>https://mrt.vercel.app/blog/transformer-architecture/</link><guid isPermaLink="true">https://mrt.vercel.app/blog/transformer-architecture/</guid><description>Transformer Architecture</description><pubDate>Tue, 05 May 2026 00:00:00 GMT</pubDate><category>transformer</category><category>architecture</category><category>attention</category><category>llm</category><category>nlp</category></item><item><title>知识库维护规范（元知识）</title><link>https://mrt.vercel.app/blog/wiki-maintenance/</link><guid isPermaLink="true">https://mrt.vercel.app/blog/wiki-maintenance/</guid><description>知识库维护规范（元知识）</description><pubDate>Tue, 05 May 2026 00:00:00 GMT</pubDate><category>wiki</category><category>maintenance</category><category>knowledge-base</category><category>meta</category><category>workflow</category><category>lesson</category></item><item><title>Windows AI 桌面控制实操指南</title><link>https://mrt.vercel.app/blog/windows-ai-automation/</link><guid isPermaLink="true">https://mrt.vercel.app/blog/windows-ai-automation/</guid><description>Windows AI 桌面控制实操指南</description><pubDate>Tue, 05 May 2026 00:00:00 GMT</pubDate><category>windows</category><category>ai</category><category>desktop</category><category>automation</category><category>pywinauto</category><category>uia</category><category>practice</category><category>lesson</category></item><item><title>yt-dlp Download Patterns</title><link>https://mrt.vercel.app/blog/yt-dlp-usage/</link><guid isPermaLink="true">https://mrt.vercel.app/blog/yt-dlp-usage/</guid><description>yt-dlp Download Patterns</description><pubDate>Tue, 05 May 2026 00:00:00 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