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    <title>Infra on Amy Lily</title>
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      <title>From Infra Chaos to a Personal AI Operator: Building with OpenClaw</title>
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      <description>&lt;h2 id=&#34;tldr&#34;&gt;TL;DR&lt;/h2&gt;&#xA;&lt;p&gt;Built a personal AI operator using OpenClaw + Telegram + Claude.&#xA;Got stuck optimizing too early (local models, networking).&#xA;Reset everything.&#xA;Used OpenClaw onboarding + Anthropic API.&#xA;Connected Telegram.&#xA;System worked instantly.&lt;/p&gt;&#xA;&lt;blockquote&gt;&#xA;&lt;p&gt;Biggest lesson: Getting something working &amp;gt; getting everything perfect.&lt;/p&gt;&#xA;&lt;/blockquote&gt;&#xA;&lt;hr&gt;&#xA;&lt;h2 id=&#34;introduction&#34;&gt;Introduction&lt;/h2&gt;&#xA;&lt;p&gt;Over the past few days, I set out to build something simple:&lt;/p&gt;&#xA;&lt;blockquote&gt;&#xA;&lt;p&gt;a personal AI operator I could interact with through Telegram.&lt;/p&gt;&#xA;&lt;/blockquote&gt;&#xA;&lt;p&gt;What I ended up building was not just a chatbot, but a small system:&lt;/p&gt;</description>
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