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  <title>Nostr notes by blog.n8n.io RSS feed【非公式】</title>
  <author>
    <name>blog.n8n.io RSS feed【非公式】</name>
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      <title type="html">【AI agent performance metrics: what to track and why】 Learn ...</title>
    
    <link rel="alternate" href="https://yabu.me/nevent1qqsf4k9d5e4cml0ncl5xhf05rvzzpx52rzsag8vrwdq7lyku9qa93vqzyp5yg27m6llw2d7pn8mqhfsx8sshzfz3usxrcz4r9zyx9up9tjelszjm3nr" />
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      【AI agent performance metrics: what to track and why】&lt;br/&gt;Learn which AI agent metrics to track and how to match them to your deployment stage. Discover execution, quality, efficiency, and safety metrics with practical tracking guidance for n8n.&lt;br/&gt;&lt;a href=&#34;https://blog.n8n.io/what-metrics-should-i-track-for-ai-agent-performance/&#34;&gt;https://blog.n8n.io/what-metrics-should-i-track-for-ai-agent-performance/&lt;/a&gt;
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    <updated>2026-06-06T04:24:38Z</updated>
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  <entry>
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      <title type="html">【Data Mapping Best Practices for Cross-System Integration】 ...</title>
    
    <link rel="alternate" href="https://yabu.me/nevent1qqsx8w98mn67juuxhnz6mxxtm0da4k609nstvr4lv0hr6m8k49kc43czyp5yg27m6llw2d7pn8mqhfsx8sshzfz3usxrcz4r9zyx9up9tjels7u6c5h" />
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      【Data Mapping Best Practices for Cross-System Integration】&lt;br/&gt;Discover data mapping best practices for cross-system integration at scale and learn how automating with n8n ensures reliable, production-grade data flows.&lt;br/&gt;&lt;a href=&#34;https://blog.n8n.io/data-mapping-best-practices/&#34;&gt;https://blog.n8n.io/data-mapping-best-practices/&lt;/a&gt;
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    <updated>2026-06-06T04:24:28Z</updated>
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  <entry>
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      <title type="html">【Comparing 8 Cloud Integration Platforms for Enterprise IT】 ...</title>
    
    <link rel="alternate" href="https://yabu.me/nevent1qqspnhz4v49sdtppqlc2lqtr6nr2a4qkzrk7e7z2rxc8pzvzauyr0rqzyp5yg27m6llw2d7pn8mqhfsx8sshzfz3usxrcz4r9zyx9up9tjels9p03g9" />
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      【Comparing 8 Cloud Integration Platforms for Enterprise IT】&lt;br/&gt;Compare the top cloud integration platforms for enterprise IT. Evaluate deployment models, connector depth, and governance, and see where n8n fits.&lt;br/&gt;&lt;a href=&#34;https://blog.n8n.io/cloud-integration-platforms/&#34;&gt;https://blog.n8n.io/cloud-integration-platforms/&lt;/a&gt;
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    <updated>2026-06-06T04:24:17Z</updated>
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  <entry>
    <id>https://yabu.me/nevent1qqsrrzgu0qjzm84sekxmudupadu2djg7talnv5yzk2mxzd6hzx00z8czyp5yg27m6llw2d7pn8mqhfsx8sshzfz3usxrcz4r9zyx9up9tjels0svgfn</id>
    
      <title type="html">【What Are AI Hallucinations? And How To Improve Accuracy in ...</title>
    
    <link rel="alternate" href="https://yabu.me/nevent1qqsrrzgu0qjzm84sekxmudupadu2djg7talnv5yzk2mxzd6hzx00z8czyp5yg27m6llw2d7pn8mqhfsx8sshzfz3usxrcz4r9zyx9up9tjels0svgfn" />
    <content type="html">
      【What Are AI Hallucinations? And How To Improve Accuracy in Pipelines】&lt;br/&gt;Discover what AI hallucinations are, how LLMs generate them, and which types matter in production. Learn how to reduce them and create a reliable pipeline.&lt;br/&gt;&lt;a href=&#34;https://blog.n8n.io/ai-hallucinations/&#34;&gt;https://blog.n8n.io/ai-hallucinations/&lt;/a&gt;
    </content>
    <updated>2026-06-06T04:24:07Z</updated>
  </entry>

  <entry>
    <id>https://yabu.me/nevent1qqsymljwmg2xfdljkfpv0c9p0pxz05j9d8dl5hep7jrlk5093kwhq6szyp5yg27m6llw2d7pn8mqhfsx8sshzfz3usxrcz4r9zyx9up9tjelsw608wk</id>
    
      <title type="html">【How to debug failures or missteps in AI agent behavior?】 AI ...</title>
    
    <link rel="alternate" href="https://yabu.me/nevent1qqsymljwmg2xfdljkfpv0c9p0pxz05j9d8dl5hep7jrlk5093kwhq6szyp5yg27m6llw2d7pn8mqhfsx8sshzfz3usxrcz4r9zyx9up9tjelsw608wk" />
    <content type="html">
      【How to debug failures or missteps in AI agent behavior?】&lt;br/&gt;AI agents often hallucinate without generating errors. Learn to debug agents by filtering execution logs, inspecting traces and tweaking LLM parameters.&lt;br/&gt;&lt;a href=&#34;https://blog.n8n.io/how-to-debug-failures-or-missteps-in-ai-agent-behavior/&#34;&gt;https://blog.n8n.io/how-to-debug-failures-or-missteps-in-ai-agent-behavior/&lt;/a&gt;
    </content>
    <updated>2026-06-03T04:24:07Z</updated>
  </entry>

  <entry>
    <id>https://yabu.me/nevent1qqsvx9eq3873x6789lx5etfx3ydayk8yx2knc048zn2gfd0m6z8t9vgzyp5yg27m6llw2d7pn8mqhfsx8sshzfz3usxrcz4r9zyx9up9tjels5d80lp</id>
    
      <title type="html">【Sovereign AI in practice: automate document summarization with ...</title>
    
    <link rel="alternate" href="https://yabu.me/nevent1qqsvx9eq3873x6789lx5etfx3ydayk8yx2knc048zn2gfd0m6z8t9vgzyp5yg27m6llw2d7pn8mqhfsx8sshzfz3usxrcz4r9zyx9up9tjels5d80lp" />
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      【Sovereign AI in practice:  automate document summarization with IONOS AI Model Hub and Nextcloud】&lt;br/&gt;Automate document summarization on infrastructure that meets strict data residency requirements. A step-by-step n8n workflow using IONOS AI Model Hub and Nextcloud.&lt;br/&gt;&lt;a href=&#34;https://blog.n8n.io/sovereign-ai-in-practice-automate-document-summarization-with-ionos-ai-model-hub-and-nextcloud/&#34;&gt;https://blog.n8n.io/sovereign-ai-in-practice-automate-document-summarization-with-ionos-ai-model-hub-and-nextcloud/&lt;/a&gt;
    </content>
    <updated>2026-06-01T04:24:07Z</updated>
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  <entry>
    <id>https://yabu.me/nevent1qqst5ggkv83gfzpmxwmflu37m04guzuvgum358flz9ze6v97d0f9vsczyp5yg27m6llw2d7pn8mqhfsx8sshzfz3usxrcz4r9zyx9up9tjels2ra6tl</id>
    
      <title type="html">【ReAct Agent: Architecture, Implementation, and Tradeoffs】 ...</title>
    
    <link rel="alternate" href="https://yabu.me/nevent1qqst5ggkv83gfzpmxwmflu37m04guzuvgum358flz9ze6v97d0f9vsczyp5yg27m6llw2d7pn8mqhfsx8sshzfz3usxrcz4r9zyx9up9tjels2ra6tl" />
    <content type="html">
      【ReAct Agent: Architecture, Implementation, and Tradeoffs】&lt;br/&gt;Discover what ReAct agents are how they work. Learn architecture and common constraints, and compare ReAct models against plan-first agents.&lt;br/&gt;&lt;br/&gt;&lt;a href=&#34;https://blog.n8n.io/react-agent/&#34;&gt;https://blog.n8n.io/react-agent/&lt;/a&gt;
    </content>
    <updated>2026-05-30T16:14:32Z</updated>
  </entry>

  <entry>
    <id>https://yabu.me/nevent1qqsgcz9zzup8xxkuhs9yeaq783qz3xjrag382xlxn8pcfnvk59vt6lczyp5yg27m6llw2d7pn8mqhfsx8sshzfz3usxrcz4r9zyx9up9tjelscvjt2j</id>
    
      <title type="html">【LLM Tool Calling: How It Works and How To Implement It】 ...</title>
    
    <link rel="alternate" href="https://yabu.me/nevent1qqsgcz9zzup8xxkuhs9yeaq783qz3xjrag382xlxn8pcfnvk59vt6lczyp5yg27m6llw2d7pn8mqhfsx8sshzfz3usxrcz4r9zyx9up9tjelscvjt2j" />
    <content type="html">
      【LLM Tool Calling: How It Works and How To Implement It】&lt;br/&gt;Learn how LLM tool calling turns conversational AI into actionable agents. Discover execution steps and production reliability to create efficient systems.&lt;br/&gt;&lt;a href=&#34;https://blog.n8n.io/tool-calling-llm/&#34;&gt;https://blog.n8n.io/tool-calling-llm/&lt;/a&gt;
    </content>
    <updated>2026-05-30T16:14:22Z</updated>
  </entry>

  <entry>
    <id>https://yabu.me/nevent1qqsrkvd0ssjv99xytkejnj8c30mt52l3spm0xa9rc8sn9qd3heys7vczyp5yg27m6llw2d7pn8mqhfsx8sshzfz3usxrcz4r9zyx9up9tjelsnxll3u</id>
    
      <title type="html">【Deploy n8n agents that show up as members of the team inside ...</title>
    
    <link rel="alternate" href="https://yabu.me/nevent1qqsrkvd0ssjv99xytkejnj8c30mt52l3spm0xa9rc8sn9qd3heys7vczyp5yg27m6llw2d7pn8mqhfsx8sshzfz3usxrcz4r9zyx9up9tjelsnxll3u" />
    <content type="html">
      【Deploy n8n agents that show up as members of the team inside Microsoft apps】&lt;br/&gt;&amp;lt;p&amp;gt;With the general availability of Microsoft Agent 365, n8n users can now build AI agents that show up inside the Microsoft 365 applications where people get work done. Now you can @mention agents built in n8n from Microsoft Teams, add them to emails in Outlook, or tag them in Word&amp;lt;/p&amp;gt;&lt;br/&gt;&lt;a href=&#34;https://blog.n8n.io/deploy-n8n-agents-that-show-up-as-members-of-the-team-inside-microsoft-apps/&#34;&gt;https://blog.n8n.io/deploy-n8n-agents-that-show-up-as-members-of-the-team-inside-microsoft-apps/&lt;/a&gt;
    </content>
    <updated>2026-05-30T16:14:11Z</updated>
  </entry>

  <entry>
    <id>https://yabu.me/nevent1qqsyywm4yrl96rj9waa39mrglqwhj4er7xgx2d9j0hmgxaly5cxt4wgzyp5yg27m6llw2d7pn8mqhfsx8sshzfz3usxrcz4r9zyx9up9tjels9llpyt</id>
    
      <title type="html">【Production AI Playbook: Evaluation and Monitoring】 An AI ...</title>
    
    <link rel="alternate" href="https://yabu.me/nevent1qqsyywm4yrl96rj9waa39mrglqwhj4er7xgx2d9j0hmgxaly5cxt4wgzyp5yg27m6llw2d7pn8mqhfsx8sshzfz3usxrcz4r9zyx9up9tjels9llpyt" />
    <content type="html">
      【Production AI Playbook: Evaluation and Monitoring】&lt;br/&gt;An AI workflow that works today can silently degrade tomorrow. This post covers how to evaluate AI performance with built-in metrics, set up LLM-as-a-Judge scoring, and build monitoring that catches drift before your users do.&lt;br/&gt;&lt;a href=&#34;https://blog.n8n.io/production-ai-playbook-evaluation-and-monitoring/&#34;&gt;https://blog.n8n.io/production-ai-playbook-evaluation-and-monitoring/&lt;/a&gt;
    </content>
    <updated>2026-05-30T16:14:01Z</updated>
  </entry>

  <entry>
    <id>https://yabu.me/nevent1qqsxgyzrkc294qceqtvd9lcyh5gldrjem6wx4cdpw4zar2r0kq54ylqzyp5yg27m6llw2d7pn8mqhfsx8sshzfz3usxrcz4r9zyx9up9tjelsyzc5xj</id>
    
      <title type="html">【Advanced RAG: Data Cleaning and Retrieval Techniques】 Learn ...</title>
    
    <link rel="alternate" href="https://yabu.me/nevent1qqsxgyzrkc294qceqtvd9lcyh5gldrjem6wx4cdpw4zar2r0kq54ylqzyp5yg27m6llw2d7pn8mqhfsx8sshzfz3usxrcz4r9zyx9up9tjelsyzc5xj" />
    <content type="html">
      【Advanced RAG: Data Cleaning and Retrieval Techniques】&lt;br/&gt;Learn how advanced RAG techniques improve LLM retrieval at every pipeline stage. Compare methods, implement agentic AI, and ship production-grade systems.&lt;br/&gt;&lt;a href=&#34;https://blog.n8n.io/advanced-rag/&#34;&gt;https://blog.n8n.io/advanced-rag/&lt;/a&gt;
    </content>
    <updated>2026-05-30T16:13:50Z</updated>
  </entry>

  <entry>
    <id>https://yabu.me/nevent1qqspzltt9lnr4xdm70swn3m55qgwgxcnk8nh9cycr6y5z7geycgathgzyp5yg27m6llw2d7pn8mqhfsx8sshzfz3usxrcz4r9zyx9up9tjelsru6yg4</id>
    
      <title type="html">【Building Better Agents: LLM Memory Types and Trade-Offs】 ...</title>
    
    <link rel="alternate" href="https://yabu.me/nevent1qqspzltt9lnr4xdm70swn3m55qgwgxcnk8nh9cycr6y5z7geycgathgzyp5yg27m6llw2d7pn8mqhfsx8sshzfz3usxrcz4r9zyx9up9tjelsru6yg4" />
    <content type="html">
      【Building Better Agents: LLM Memory Types and Trade-Offs】&lt;br/&gt;Learn how to architect persistent, scalable memory into AI systems with this technical breakdown of LLM memory types and failure modes.&lt;br/&gt;&lt;a href=&#34;https://blog.n8n.io/llm-memory/&#34;&gt;https://blog.n8n.io/llm-memory/&lt;/a&gt;
    </content>
    <updated>2026-05-30T16:13:40Z</updated>
  </entry>

  <entry>
    <id>https://yabu.me/nevent1qqsdzud04g8j83gyal27lfa4gcn8gevkntw0pc5d7mu8ufqa6tehuxqzyp5yg27m6llw2d7pn8mqhfsx8sshzfz3usxrcz4r9zyx9up9tjels4uypca</id>
    
      <title type="html">【AI Agent Architecture Patterns: From Prototype To ...</title>
    
    <link rel="alternate" href="https://yabu.me/nevent1qqsdzud04g8j83gyal27lfa4gcn8gevkntw0pc5d7mu8ufqa6tehuxqzyp5yg27m6llw2d7pn8mqhfsx8sshzfz3usxrcz4r9zyx9up9tjels4uypca" />
    <content type="html">
      【AI Agent Architecture Patterns: From Prototype To Production】&lt;br/&gt;Avoid systemic failure by choosing the right AI agent architecture patterns. Evaluate control topology and blast radius to ensure stability at scale.&lt;br/&gt;&lt;a href=&#34;https://blog.n8n.io/ai-agent-architecture-patterns/&#34;&gt;https://blog.n8n.io/ai-agent-architecture-patterns/&lt;/a&gt;
    </content>
    <updated>2026-05-30T16:13:29Z</updated>
  </entry>

  <entry>
    <id>https://yabu.me/nevent1qqspjas86a7s3hyfk2j0ypysddwd85fzcycftepxkryw6pwck4njyaqzyp5yg27m6llw2d7pn8mqhfsx8sshzfz3usxrcz4r9zyx9up9tjelstm337c</id>
    
      <title type="html">【How n8n is powering the next wave of AI automation at ...</title>
    
    <link rel="alternate" href="https://yabu.me/nevent1qqspjas86a7s3hyfk2j0ypysddwd85fzcycftepxkryw6pwck4njyaqzyp5yg27m6llw2d7pn8mqhfsx8sshzfz3usxrcz4r9zyx9up9tjelstm337c" />
    <content type="html">
      【How n8n is powering the next wave of AI automation at Mercedes-Benz】&lt;br/&gt;&amp;lt;p&amp;gt;AI automation at enterprise scale is still more about promise than reality for most organisations. Proof-of-concept projects stay in proof-of-concept. Isolated tools never connect to the systems that matter.&amp;lt;/p&amp;gt;&amp;lt;p&amp;gt;Mercedes-Benz is doing it differently. The German OEM has rolled out n8n as its global low-code automation platform, deploying it across&amp;lt;/p&amp;gt;&lt;br/&gt;&lt;a href=&#34;https://blog.n8n.io/mercedes-benz-n8n/&#34;&gt;https://blog.n8n.io/mercedes-benz-n8n/&lt;/a&gt;
    </content>
    <updated>2026-05-30T16:13:19Z</updated>
  </entry>

  <entry>
    <id>https://yabu.me/nevent1qqsx0kwkjvky6tunjx6a2jr2zzt8fhest96pcukalklxn0d9jhl3rgczyp5yg27m6llw2d7pn8mqhfsx8sshzfz3usxrcz4r9zyx9up9tjelsycje30</id>
    
      <title type="html">【n8n Partners with SAP to bring Visual AI Workflow ...</title>
    
    <link rel="alternate" href="https://yabu.me/nevent1qqsx0kwkjvky6tunjx6a2jr2zzt8fhest96pcukalklxn0d9jhl3rgczyp5yg27m6llw2d7pn8mqhfsx8sshzfz3usxrcz4r9zyx9up9tjelsycje30" />
    <content type="html">
      【n8n Partners with SAP to bring Visual AI Workflow Orchestration to Enterprise】&lt;br/&gt;n8n will soon be available as a fully managed environment inside the Joule Studio solution on the SAP Business AI Platform. With n8n, SAP software developers can visually build AI workflows and orchestrate agents across SAP and their broader tech stack.&lt;br/&gt;&lt;a href=&#34;https://blog.n8n.io/n8n-partners-with-sap-to-bring-visual-ai-workflow-orchestration-to-enterprise/&#34;&gt;https://blog.n8n.io/n8n-partners-with-sap-to-bring-visual-ai-workflow-orchestration-to-enterprise/&lt;/a&gt;
    </content>
    <updated>2026-05-30T16:13:08Z</updated>
  </entry>

  <entry>
    <id>https://yabu.me/nevent1qqsznf3sd0ap238lv3ncykxx6pucfnevu4m603dhuch4sp2frx6nl2qzyp5yg27m6llw2d7pn8mqhfsx8sshzfz3usxrcz4r9zyx9up9tjelszaydvq</id>
    
      <title type="html">【Announcing SAP’s strategic investment in n8n】 ...</title>
    
    <link rel="alternate" href="https://yabu.me/nevent1qqsznf3sd0ap238lv3ncykxx6pucfnevu4m603dhuch4sp2frx6nl2qzyp5yg27m6llw2d7pn8mqhfsx8sshzfz3usxrcz4r9zyx9up9tjelszaydvq" />
    <content type="html">
      【Announcing SAP’s strategic investment in n8n】&lt;br/&gt;&amp;lt;p&amp;gt;Today we are announcing that SAP has invested in n8n. The investment values n8n at $5.2bn, more than double &amp;lt;a href=&amp;#34;&lt;a href=&#34;https://blog.n8n.io/series-c/&amp;#34;&amp;gt;our&#34;&gt;https://blog.n8n.io/series-c/&amp;#34;&amp;gt;our&lt;/a&gt; valuation from less than a year ago&amp;lt;/a&amp;gt;. &amp;lt;/p&amp;gt;&amp;lt;p&amp;gt;Alongside the investment, we are also &amp;lt;a href=&amp;#34;&lt;a href=&#34;https://blog.n8n.io/n8n-partners-with-sap-to-bring-visual-ai-workflow-orchestration-to-enterprise/&amp;#34&#34;&gt;https://blog.n8n.io/n8n-partners-with-sap-to-bring-visual-ai-workflow-orchestration-to-enterprise/&amp;#34&lt;/a&gt;; rel=&amp;#34;noreferrer&amp;#34;&amp;gt;embedding n8n natively inside SAP&amp;amp;apos;s Joule Studio&amp;lt;/a&amp;gt;.&amp;lt;/p&amp;gt;&amp;lt;p&amp;gt;It&amp;amp;apos;s a significant moment, and&amp;lt;/p&amp;gt;&lt;br/&gt;&lt;a href=&#34;https://blog.n8n.io/n8n-sap/&#34;&gt;https://blog.n8n.io/n8n-sap/&lt;/a&gt;
    </content>
    <updated>2026-05-30T16:12:58Z</updated>
  </entry>

  <entry>
    <id>https://yabu.me/nevent1qqsvd6tq3le5slx22hq893w5s0ee9a8exsskeymq36v03mh2lhspueczyp5yg27m6llw2d7pn8mqhfsx8sshzfz3usxrcz4r9zyx9up9tjelsukuxp5</id>
    
      <title type="html">【How To Implement Event-Driven Architecture: Models, ...</title>
    
    <link rel="alternate" href="https://yabu.me/nevent1qqsvd6tq3le5slx22hq893w5s0ee9a8exsskeymq36v03mh2lhspueczyp5yg27m6llw2d7pn8mqhfsx8sshzfz3usxrcz4r9zyx9up9tjelsukuxp5" />
    <content type="html">
      【How To Implement Event-Driven Architecture: Models, Trade-Offs, and Operational Realities】&lt;br/&gt;Learn how to implement event-driven architecture including message brokers, event schemas, and scalable system design.&lt;br/&gt;&lt;a href=&#34;https://blog.n8n.io/how-to-implement-event-driven-architecture/&#34;&gt;https://blog.n8n.io/how-to-implement-event-driven-architecture/&lt;/a&gt;
    </content>
    <updated>2026-05-30T16:12:47Z</updated>
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