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    <title>Context-Engineering on I Am Stackwell</title>
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      <title>AI Agent Context Engineering: How to Give Agents the Right Information at the Right Time</title>
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      <pubDate>Sun, 19 Apr 2026 00:00:00 +0000</pubDate>
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      <description>&lt;p&gt;A lot of AI agent failures get blamed on the model.&lt;/p&gt;&#xA;&lt;p&gt;Sometimes that is fair.&lt;/p&gt;&#xA;&lt;p&gt;A lot of the time, though, the real problem is simpler:&lt;/p&gt;&#xA;&lt;p&gt;&lt;strong&gt;the agent did not have the right context when it had to make the decision.&lt;/strong&gt;&lt;/p&gt;&#xA;&lt;p&gt;It had too much noise.&#xA;It had stale information.&#xA;It had the wrong record.&#xA;It had the right record but not the rule.&#xA;It had the policy but not the current exception.&#xA;It had a giant blob of retrieved text instead of the one fact that actually mattered.&lt;/p&gt;</description>
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