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        <title>Clint Johnson — multi-agent systems</title>
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            <title><![CDATA[Penpal: Dispatch Tool Today, RPG Interface Tomorrow]]></title>
            <link>https://www.clint-johnson.com/articles/penpal-dispatch-rpg-vision</link>
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            <pubDate>Thu, 07 May 2026 00:00:00 GMT</pubDate>
            <description><![CDATA[I built a tool that turns GitHub issues into pull requests using a three-agent pipeline. That's the boring part. The interesting part is what happens when you stop thinking about AI agents as productivity tools and start thinking about them as a workforce, and build a world for them to live in.]]></description>
            <content:encoded><![CDATA[I built a tool that turns GitHub issues into pull requests using a three-agent pipeline. That's the boring part. The interesting part is what happens when you stop thinking about AI agents as productivity tools and start thinking about them as a workforce, and build a world for them to live in.]]></content:encoded>
            <author>clint@1putthealth.com (Clint Johnson)</author>
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            <title><![CDATA[What Autonomous Vehicles Taught Me About Multi-Agent AI Design]]></title>
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            <pubDate>Sat, 24 May 2025 00:00:00 GMT</pubDate>
            <description><![CDATA[BAIR researchers discovered that just 5% autonomous vehicle penetration can smooth all highway traffic, with no central coordination. That finding reshapes how I think about building multi-agent AI systems.]]></description>
            <content:encoded><![CDATA[BAIR researchers discovered that just 5% autonomous vehicle penetration can smooth all highway traffic, with no central coordination. That finding reshapes how I think about building multi-agent AI systems.]]></content:encoded>
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            <title><![CDATA[Multi-Agent Orchestration in Practice: What I Learned Building Parallel Agent Systems]]></title>
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            <pubDate>Mon, 11 Mar 2024 00:00:00 GMT</pubDate>
            <description><![CDATA[The orchestrator/worker pattern is the key mental model for multi-agent systems. How to structure orchestrators, spawn and manage workers, aggregate results, and avoid the coordination failures that sink most implementations.]]></description>
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