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		<title>DingTalk on Margrop Blog</title>
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				<title>The Complete AI Agent Migration Guide: A Real-World Journey from Scratch with 9 Pitfalls and Fixes</title>
				<link>https://blog.margrop.net/en/post/ai-agent-complete-migration-guide-from-scratch/</link>
				<pubDate>Sat, 30 May 2026 08:00:00 +0800</pubDate>
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				<description>&lt;blockquote&gt;&#xA;&lt;p&gt;&lt;strong&gt;TL;DR:&lt;/strong&gt;&lt;/p&gt;&#xA;&lt;p&gt;Migrating from one AI Agent platform to another sounds like a &amp;ldquo;copy and paste&amp;rdquo; job. In reality, it&amp;rsquo;s a systems engineering challenge involving data migration, channel integration, scheduled tasks, auto-start configuration, proxy settings, and module compatibility.&lt;/p&gt;&#xA;&lt;p&gt;This article documents my complete migration journey: from installing the new platform, migrating memories and skills, configuring messaging channels, debugging mysterious failures, to achieving fully automated operation. 9 pitfalls encountered, 9 solutions found — all shared here.&lt;/p&gt;&#xA;&lt;/blockquote&gt;</description>
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