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      <title>What Context Reduction Is and Why Abbreviatory Does It Without a Language Model</title>
      <link>https://abbreviatory.com/what-context-reduction-is-and-why-abbreviatory-does-it-without-a-language-model/</link>
      <pubDate>Sun, 18 Oct 2026 00:00:00 +0000</pubDate>
      
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      <description>Context is whatever a reader has in front of them when they decide what to do next. For a person, it&amp;rsquo;s the terminal. For a coding agent, it&amp;rsquo;s the text that goes into the model on its next turn. Either way it&amp;rsquo;s limited, and most of what tools print is filler.
Context reduction is cutting that down before it reaches the reader, without losing anything they need. A test run of 5,000 lines, of which 4,950 say &amp;ldquo;ok&amp;rdquo;, becomes the 50 that don&amp;rsquo;t, plus a count of the rest.</description>
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