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    <title>Gatekeeping on ROBOCO</title>
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      <title>OpenClaw&#39;s Five-Layer Gatekeeping: Quality Control in the Age of AI Agents</title>
      <link>https://roboco.io/en/posts/openclaw-gatekeeping-architecture/</link>
      <pubDate>Fri, 27 Mar 2026 00:00:00 +0900</pubDate>
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      <description>&lt;blockquote&gt;&#xA;&lt;p&gt;Thousands of PRs pouring into a 310K-star project, plus parallel commits from eight AI agents. The secret to keeping quality from collapsing amid that chaos is five layers of automated gatekeeping.&lt;/p&gt;&#xA;&lt;/blockquote&gt;&#xA;&lt;figure&gt;&lt;img src=&#34;https://roboco.io/posts/images/Dohyun.png&#34;&gt;&lt;figcaption&gt;&#xA;      &lt;h4&gt;Dohyun Jung - Principal Consultant, ROBOCO&lt;/h4&gt;&#xA;    &lt;/figcaption&gt;&#xA;&lt;/figure&gt;&#xA;&#xA;&lt;hr&gt;&#xA;&lt;p&gt;In an earlier post I analyzed &lt;a href=&#34;https://roboco.io/en/posts/openclaw-agents-md-productivity-secrets/&#34;&gt;the productivity principles embedded in OpenClaw&amp;rsquo;s AGENTS.md&lt;/a&gt;. The heart of that piece was &amp;ldquo;writing the rules down.&amp;rdquo; But writing rules and &lt;strong&gt;enforcing&lt;/strong&gt; them are entirely different problems.&lt;/p&gt;</description>
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