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        <title>RAG - Tag - Simi Studio</title>
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    <title>AI Context Management in Practice: RAG Is Not a Silver Bullet</title>
    <link>/en/posts/ai-context-management-guide/</link>
    <pubDate>Tue, 27 Jan 2026 14:00:00 &#43;0800</pubDate>
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    <description><![CDATA[When using AI for long texts or large codebases, RAG and long context each have strengths. This article clarifies when to use which and how to combine them.]]></description>
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    <title>RAG Evaluation Guide: How to Know If Your RAG Is Good</title>
    <link>/en/posts/rag-evaluation-guide/</link>
    <pubDate>Tue, 23 Dec 2025 20:06:00 &#43;0800</pubDate>
    <author>simi@simi.studio (Simi)</author>
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    <description><![CDATA[RAG system evaluation is hard. RAGAS, Trulens, LLM-as-Judge—this article introduces practical RAG evaluation methods.]]></description>
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    <title>RAG in Production: Seven Pitfalls Nobody Tells You About</title>
    <link>/en/posts/rag-production-patterns/</link>
    <pubDate>Wed, 20 Mar 2024 10:00:00 &#43;0800</pubDate>
    <author>simi@simi.studio (Simi)</author>
    <guid>/en/posts/rag-production-patterns/</guid>
    <description><![CDATA[RAG (Retrieval-Augmented Generation) is a popular approach for LLM deployment. But getting it to work in production involves way more pitfalls than any tutorial tells you. This is real production debugging experience.]]></description>
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