Auto-sync: update nexus workspace
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@@ -4,6 +4,19 @@
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- [Overview](overview.md) — living synthesis
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## Sources
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- [2026-04-27] [Multi-Agent System Reliability](sources/multi-agent-system-reliability.md)
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- [2026-04-27] [全网最全！Nano Banana 2 使用指南（2025年12月更新）](sources/全网最全-nano-banana-2-使用指南-2025年12月更新-1.md)
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- [2026-04-27] [2025 年 11 个神级 AI 开源平替，GitHub 杀疯了。](sources/2025-年-11-个神级-ai-开源平替-github-杀疯了.md)
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- [2026-04-27] [AI 解决方案专家培训课程](sources/ai-解决方案专家培训课程.md)
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- [2026-04-27] [RAG从入门到精通系列1：基础RAG](sources/rag从入门到精通系列1-基础rag.md)
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- [2026-04-27] [固定镜头短视频制作的AI全流程解析](sources/固定镜头短视频制作的ai全流程解析.md)
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- [2026-04-27] [大模型相关术语和框架总结｜LLM、MCP、Prompt、RAG、vLLM、Token、数据蒸馏](sources/大模型相关术语和框架总结｜llm-mcp-prompt-rag-vllm-token-数据蒸馏.md)
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- [2026-04-27] [Nano-Banana Pro Prompting Guide & Strategies 1](sources/nano-banana-pro-prompting-guide-strategies-1.md)
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- [2026-04-27] [我的AI工具集](sources/我的工具集.md)
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- [2026-04-27] [3.2 万人收藏的 Claude Skills，才是 AI 这条路上最值得研究的一套范式！](sources/3-2-万人收藏的-claude-skills-才是-ai-这条路上最值得研究的一套范式.md)
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- [2026-04-27] [如何写出完美的Prompt（提示词）？](sources/如何写出完美的prompt-提示词.md)
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- [2026-04-27] [codecrafters-io/build-your-own-x: Master programming by recreating your favorite technologies from scratch](sources/codecrafters-iobuild-your-own-x-master-programming-by-recreating-your-favorite-technologies-from-scratch.md)
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- [2026-04-27] [系统提示词构建原则](sources/系统提示词构建原则.md)
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- [2026-04-27] [GitHub 上 5000 人收藏的 Vibe Coding 神级指南](sources/github-上-5000-人收藏的-vibe-coding-神级指南.md)
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- [2026-04-27] [How to Get the RSS Feed For Any YouTube Channel | Chuck Carroll](sources/how-to-get-the-rss-feed-for-any-youtube-channel.md)
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- [2026-04-27] [3.2 万人收藏的 Claude Skills，才是 AI 这条路上最值得研究的一套范式！](sources/3-2-万人收藏的-claude-skills-才是-ai-这条路上最值得研究的一套范式-1.md)
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@@ -512,25 +525,12 @@
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- [karpathy-最新分享-用-llm-搭建个人知识库-告别-rag-的低效循环](sources/karpathy-最新分享-用-llm-搭建个人知识库-告别-rag-的低效循环.md) — (expected: wiki/sources/karpathy-最新分享-用-llm-搭建个人知识库-告别-rag-的低效循环.md — source missing)
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- [Expose-hermes-agent-as-an-OpenAI-compatible-API-for-any-frontend](sources/Expose-hermes-agent-as-an-OpenAI-compatible-API-for-any-frontend.md) — (expected: wiki/sources/Expose-hermes-agent-as-an-OpenAI-compatible-API-for-any-frontend.md — source missing)
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- [I Went Through Every AI Memory Tool I Could Find. There Are Two Camps.](sources/ai-memory-tools-two-camps.md)
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- [系统提示词构建原则](sources/系统提示词构建原则.md)
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- [我的工具集](sources/我的工具集.md)
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- [我用 Gemini 3 一口气做了 10 个应用，附教程](sources/我用-gemini-3-一口气做了-10-个应用-附教程.md)
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- [如何让ai生成风格一致的图片](sources/如何让ai生成风格一致的图片.md) — (expected: wiki/sources/如何让ai生成风格一致的图片.md — source missing)
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- [如何利用Sora接口实现视频自动化生成工作流](sources/如何利用sora接口实现视频自动化生成工作流.md)
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- [如何写出完美的Prompt（提示词）？](sources/如何写出完美的prompt-提示词.md)
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- [大模型相关术语和框架总结｜LLM、MCP、Prompt、RAG、vLLM、Token、数据蒸馏](sources/大模型相关术语和框架总结｜llm-mcp-prompt-rag-vllm-token-数据蒸馏.md)
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- [在 Ubuntu 安装 Ollama 并运行 Qwen2.5‑Coder 7B](sources/在-ubuntu-安装-ollama-并运行-qwen2-5‑coder-7b.md)
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- [固定镜头短视频制作的AI全流程解析](sources/固定镜头短视频制作的ai全流程解析.md)
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- [全网最全！Nano Banana 2 使用指南（2025年12月更新）](sources/全网最全-nano-banana-2-使用指南-2025年12月更新-1.md)
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- [codecrafters-io/build-your-own-x: Master programming by recreating your favorite technologies from scratch](sources/codecrafters-iobuild-your-own-x-master-programming-by-recreating-your-favorite-technologies-from-scratch.md)
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- [RAG从入门到精通系列1：基础RAG](sources/rag从入门到精通系列1-基础rag.md)
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- [Nano Banana Pro 提示词指南与策略（上篇）](sources/nano-banana-pro-prompting-guide-strategies-1.md)
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- [Multi-Agent System Reliability](sources/multi-agent-system-reliability.md)
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- [Learn AI for free directly from top companies](sources/learn-ai-for-free-directly-from-top-companies.md)
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- [If You Have Multiple Interests, Do Not Waste the Next 2-3 Years](sources/if-you-have-multiple-interests-do-not-waste-the-next-2-3-years-如果你有多项兴趣爱好-不要浪费接下来的两三年时间.md)
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- [AI 解决方案专家培训课程](sources/ai-解决方案专家培训课程.md)
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- [3.2 万人收藏的 Claude Skills，才是 AI 这条路上最值得研究的一套范式！](sources/3-2-万人收藏的-claude-skills-才是-ai-这条路上最值得研究的一套范式.md)
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- [2025 年 11 个神级 AI 开源平替，GitHub 杀疯了](sources/2025-年-11-个神级-ai-开源平替-github-杀疯了.md)
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- [engineering-backend-architect](sources/engineering-backend-architect.md) — (expected: wiki/sources/engineering-backend-architect.md — source missing)
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## Entities
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@@ -592,6 +592,7 @@
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- [Bottlerocket](entities/Bottlerocket.md)
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- [bottom](entities/bottom.md)
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- [Brendan-Starnig](entities/Brendan-Starnig.md)
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- [Brightdata](entities/Brightdata.md)
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- [btop++](entities/btop++.md)
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- [Caddy](entities/Caddy.md)
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- [cAdvisor](entities/cAdvisor.md)
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@@ -627,6 +628,7 @@
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- [DanielStefanovic](entities/DanielStefanovic.md)
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- [DataviewPlugin](entities/DataviewPlugin.md)
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- [DaVinci-Resolve](entities/DaVinci-Resolve.md)
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- [Decopy](entities/Decopy.md)
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- [DeepLearningAI](entities/DeepLearningAI.md)
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- [DeepSeek](entities/DeepSeek.md)
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- [DeepSider](entities/DeepSider.md)
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@@ -665,6 +667,8 @@
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- [gog](entities/gog.md)
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- [gog-CLI](entities/gog-CLI.md)
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- [Google](entities/Google.md)
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- [Google AI Studio](entities/Google AI Studio.md)
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- [Google-AI-Studio](entities/Google-AI-Studio.md)
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- [Google-Cloud](entities/Google-Cloud.md)
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- [Google-Sheets-API](entities/Google-Sheets-API.md)
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- [GoogleAds](entities/GoogleAds.md)
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@@ -673,6 +677,7 @@
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- [Grafana](entities/Grafana.md)
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- [Growth-Hacker](entities/Growth-Hacker.md)
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- [Gruntwork](entities/Gruntwork.md)
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- [Hailuo-AI](entities/Hailuo-AI.md)
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- [HashiCorp](entities/HashiCorp.md)
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- [Heather-Norris](entities/Heather-Norris.md)
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- [hello-world](entities/hello-world.md)
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@@ -735,6 +740,7 @@
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- [MinIO](entities/MinIO.md)
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- [mission-center](entities/mission-center.md)
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- [mnemox-ai](entities/mnemox-ai.md)
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- [n8n](entities/n8n.md)
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- [n8n-mcp](entities/n8n-mcp.md)
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- [Nano Banana 2](entities/Nano Banana 2.md)
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- [Navidrome](entities/Navidrome.md)
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@@ -849,8 +855,11 @@
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- [Veeam](entities/Veeam.md)
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- [Vibe-Kanban](entities/Vibe-Kanban.md)
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- [VictoriaMetrics](entities/VictoriaMetrics.md)
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- [Vidu](entities/Vidu.md)
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- [Vinay](entities/Vinay.md)
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- [vLLM](entities/vLLM.md)
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- [VMware](entities/VMware.md)
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- [Wavespeed-AI](entities/Wavespeed-AI.md)
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- [WeChat](entities/WeChat.md)
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- [WeCom](entities/WeCom.md)
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- [Weibo](entities/Weibo.md)
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@@ -912,6 +921,7 @@
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- [AdStrength](concepts/AdStrength.md)
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- [Advantage+-Campaigns](concepts/Advantage+-Campaigns.md)
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- [Adversarial-Debate-Pattern](concepts/Adversarial-Debate-Pattern.md)
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- [Agent](concepts/Agent.md)
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- [Agent-Build-Gate](concepts/Agent-Build-Gate.md)
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- [Agent-Design-Principles](concepts/Agent-Design-Principles.md)
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- [Agent-Driven-Market-Research](concepts/Agent-Driven-Market-Research.md)
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@@ -938,6 +948,7 @@
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- [Ai-Powered-Digest](concepts/Ai-Powered-Digest.md)
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- [AIFinOps](concepts/AIFinOps.md)
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- [AIOps](concepts/AIOps.md)
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- [AISummary](concepts/AISummary.md)
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- [AI代理](concepts/AI代理.md)
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- [AI图生视频](concepts/AI图生视频.md)
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- [AI幻觉](concepts/AI幻觉.md)
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@@ -1084,6 +1095,7 @@
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- [Context-Substrate](concepts/Context-Substrate.md)
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- [Context-Window](concepts/Context-Window.md)
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- [ContextDrivenTask](concepts/ContextDrivenTask.md)
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- [Continuous-Batching](concepts/Continuous-Batching.md)
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- [Continuous-Delivery](concepts/Continuous-Delivery.md)
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- [Continuous-Deployment](concepts/Continuous-Deployment.md)
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- [Continuous-Integration](concepts/Continuous-Integration.md)
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@@ -1109,6 +1121,7 @@
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- [Daily-Log](concepts/Daily-Log.md)
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- [DarkLaunching](concepts/DarkLaunching.md)
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- [DAST](concepts/DAST.md)
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- [Data-Distillation](concepts/Data-Distillation.md)
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- [Data-Governance](concepts/Data-Governance.md)
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- [Data-Sovereignty](concepts/Data-Sovereignty.md)
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- [DBA-Role-Evolution](concepts/DBA-Role-Evolution.md)
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@@ -1163,6 +1176,7 @@
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- [EKS-Auto-Mode](concepts/EKS-Auto-Mode.md)
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- [ELK-Stack](concepts/ELK-Stack.md)
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- [Email-Triage](concepts/Email-Triage.md)
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- [Embedding](concepts/Embedding.md)
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- [Emergency-Change](concepts/Emergency-Change.md)
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- [Employee-Advocacy](concepts/Employee-Advocacy.md)
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- [emptyDir-Volume](concepts/emptyDir-Volume.md)
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@@ -1232,6 +1246,7 @@
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- [Green-Computing](concepts/Green-Computing.md)
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- [Growth-Loop](concepts/Growth-Loop.md)
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- [GrowthFunnelOptimization](concepts/GrowthFunnelOptimization.md)
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- [Hallucination](concepts/Hallucination.md)
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- [Hand-Tracking](concepts/Hand-Tracking.md)
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- [Handoff-Contract](concepts/Handoff-Contract.md)
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- [HCX](concepts/HCX.md)
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@@ -1263,6 +1278,7 @@
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- [Identity-Resolution](concepts/Identity-Resolution.md)
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- [IDENTITY.md](concepts/IDENTITY.md.md)
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- [Ikigai框架](concepts/Ikigai框架.md)
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- [ImageToVideo](concepts/ImageToVideo.md)
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- [Immutable-Infrastructure](concepts/Immutable-Infrastructure.md)
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- [Immutable-Root-Filesystem](concepts/Immutable-Root-Filesystem.md)
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- [Incident-Management](concepts/Incident-Management.md)
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@@ -1298,6 +1314,7 @@
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- [Knowledge-Base-RAG](concepts/Knowledge-Base-RAG.md)
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- [Kolb-体验式学习圈](concepts/Kolb-体验式学习圈.md)
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- [Kubernetes](concepts/Kubernetes.md)
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- [KV-Cache](concepts/KV-Cache.md)
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- [LagCompensation](concepts/LagCompensation.md)
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- [Land-and-Expand](concepts/Land-and-Expand.md)
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- [Landing-Zone-Architecture](concepts/Landing-Zone-Architecture.md)
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@@ -1408,6 +1425,7 @@
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- [Organic-Traffic-Amplification](concepts/Organic-Traffic-Amplification.md)
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- [OWASP-Top-Ten](concepts/OWASP-Top-Ten.md)
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- [Pacing-Architecture](concepts/Pacing-Architecture.md)
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- [PagedAttention](concepts/PagedAttention.md)
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- [Pain-Point-Mining](concepts/Pain-Point-Mining.md)
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- [Paper-Abstract-Batch-Fetching](concepts/Paper-Abstract-Batch-Fetching.md)
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- [Parallel-Agent-Execution](concepts/Parallel-Agent-Execution.md)
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@@ -1462,6 +1480,7 @@
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- [Progressive-Rollout](concepts/Progressive-Rollout.md)
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- [ProjectState](concepts/ProjectState.md)
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- [Prometheus告警规则](concepts/Prometheus告警规则.md)
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- [Prompt](concepts/Prompt.md)
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- [PromQL](concepts/PromQL.md)
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- [Propp-Morphology](concepts/Propp-Morphology.md)
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- [Proxy-Editing](concepts/Proxy-Editing.md)
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@@ -1634,6 +1653,8 @@
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- [Terraform-Modules](concepts/Terraform-Modules.md)
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- [Test-Mode](concepts/Test-Mode.md)
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- [Text-and-Search](concepts/Text-and-Search.md)
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- [TextToSpeech](concepts/TextToSpeech.md)
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- [TextToVideo](concepts/TextToVideo.md)
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- [Thought-Leadership](concepts/Thought-Leadership.md)
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- [Threat-Modeling](concepts/Threat-Modeling.md)
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- [Three-Tier-Review-Mechanism](concepts/Three-Tier-Review-Mechanism.md)
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@@ -1642,6 +1663,7 @@
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- [Time-Boxing](concepts/Time-Boxing.md)
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- [Time-to-Market](concepts/Time-to-Market.md)
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- [Todoist-API](concepts/Todoist-API.md)
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- [Token](concepts/Token.md)
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- [Token-Light-Design](concepts/Token-Light-Design.md)
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- [Tool-Calling](concepts/Tool-Calling.md)
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- [ToolIntegration](concepts/ToolIntegration.md)
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@@ -1674,6 +1696,7 @@
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- [Value-Stream-Mapping](concepts/Value-Stream-Mapping.md)
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- [Variables-YAML](concepts/Variables-YAML.md)
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- [Vector-Embedding](concepts/Vector-Embedding.md)
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- [Vector-Store](concepts/Vector-Store.md)
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- [Vendor-Lock-In](concepts/Vendor-Lock-In.md)
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- [VFX](concepts/VFX.md)
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- [Vibe-Coding](concepts/Vibe-Coding.md)
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@@ -1693,6 +1716,7 @@
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- [Webhook](concepts/Webhook.md)
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- [Webhook-Proxy-Pattern](concepts/Webhook-Proxy-Pattern.md)
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- [WEBHOOK_URL](concepts/WEBHOOK_URL.md)
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- [WebScraper](concepts/WebScraper.md)
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- [WebXR](concepts/WebXR.md)
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- [Weekly-Pattern-Analysis](concepts/Weekly-Pattern-Analysis.md)
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- [WeeklyPatternAnalysis](concepts/WeeklyPatternAnalysis.md)
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