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        <title>Clint Johnson — AI systems</title>
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            <title><![CDATA[Context Rot: The Silent Performance Killer in Your LLM Application]]></title>
            <link>https://www.clint-johnson.com/articles/context-rot-llm-performance</link>
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            <pubDate>Tue, 05 Aug 2025 00:00:00 GMT</pubDate>
            <description><![CDATA[Your LLM system works great in demos and degrades in production. The culprit is almost never the model. It's what you're feeding it. How to diagnose and fix context rot before it kills your product.]]></description>
            <content:encoded><![CDATA[Your LLM system works great in demos and degrades in production. The culprit is almost never the model. It's what you're feeding it. How to diagnose and fix context rot before it kills your product.]]></content:encoded>
            <author>clint@1putthealth.com (Clint Johnson)</author>
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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>
            <content:encoded><![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.]]></content:encoded>
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            <title><![CDATA[Three Hard Truths About LLMs in Production Nobody Warned Me About]]></title>
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            <pubDate>Mon, 11 Dec 2023 00:00:00 GMT</pubDate>
            <description><![CDATA[Twelve years in ML and I still got burned. Stochasticity is a systems design problem. Your target model will be deprecated. Silent failures are worse than loud ones. What production healthcare AI taught me.]]></description>
            <content:encoded><![CDATA[Twelve years in ML and I still got burned. Stochasticity is a systems design problem. Your target model will be deprecated. Silent failures are worse than loud ones. What production healthcare AI taught me.]]></content:encoded>
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