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    <title>Context-Engineering on Shaharia Azam&#39;s Website | DevOps, Platform Engineering &amp; AI Insights</title>
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      <title>The Blueprint for Enterprise AI: Mastering Context Organization</title>
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      <description>Enterprise AI initiatives often stumble on a hidden hurdle. That hurdle is context. Generative AI models are powerful, but without the right organizational knowledge, they generate generic, unaligned, or even non-compliant results.&#xA;To solve this, organizations must move beyond simply giving AI access to data. They need to embrace a new discipline known as Context Engineering.&#xA;What is Context Engineering? Context Engineering is the strategic structuring of knowledge, rules, and preferences that guide AI behaviors across an organization.</description>
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