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    <title>DEV Community: Luke Littlefield</title>
    <description>The latest articles on DEV Community by Luke Littlefield (@lukebuilds).</description>
    <link>https://dev.to/lukebuilds</link>
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      <title>DEV Community: Luke Littlefield</title>
      <link>https://dev.to/lukebuilds</link>
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    <item>
      <title>Keep your orchestrator out of the implementation lane</title>
      <dc:creator>Luke Littlefield</dc:creator>
      <pubDate>Sat, 07 Nov 2026 21:23:37 +0000</pubDate>
      <link>https://dev.to/lukebuilds/keep-your-orchestrator-out-of-the-implementation-lane-30ag</link>
      <guid>https://dev.to/lukebuilds/keep-your-orchestrator-out-of-the-implementation-lane-30ag</guid>
      <description>&lt;p&gt;When one assistant coordinates a task and Claude Code implements it, it’s easy for their roles to blur. The coordinator spots a small fix, makes the edit itself, and suddenly there’s no clear boundary between planning, implementation, and review.&lt;/p&gt;

&lt;p&gt;The workflow behind my handler pack keeps those jobs separate:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;The orchestrator clarifies the task and prepares the handoff.&lt;/li&gt;
&lt;li&gt;Claude Code handles implementation.&lt;/li&gt;
&lt;li&gt;The orchestrator reviews the result and coordinates the pull request.&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;If review finds a problem, it goes back to Claude Code as a focused correction—not a quiet patch by the coordinator.&lt;/p&gt;

&lt;p&gt;The idea is straightforward. Making it consistent means defining what belongs in every handoff, how to handle corrections, and what must be checked before work is called finished. A fresh coding session needs enough context to work without guessing what happened in another chat.&lt;/p&gt;

&lt;p&gt;That’s what I packaged in the &lt;a href="https://lukebuilds.gumroad.com/l/grok-claude-handler-pack" rel="noopener noreferrer"&gt;Grok Bot Claude Code Handler Pack&lt;/a&gt;: a handler rule, plan-first prompt, handoff template, example &lt;code&gt;AGENTS.md&lt;/code&gt;, and pull request body template.&lt;/p&gt;

&lt;p&gt;It’s a &lt;strong&gt;$29 one-time download&lt;/strong&gt;, and I’m the creator. It’s for people who want a ready-made starting point for this workflow rather than writing each piece from scratch.&lt;/p&gt;

&lt;p&gt;How do you keep planning, implementation, and review separate between your assistants?&lt;/p&gt;

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      <category>claude</category>
      <category>ai</category>
      <category>productivity</category>
      <category>devtools</category>
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