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      <title>Tool interfaces beat static training cutoffs</title>
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      <pubDate>Sun, 19 Jul 2026 00:00:00 +0000</pubDate>
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      <description>Executable functions let models bypass training cutoffs to fetch live data, preventing hallucinations when users request current events or facts.</description>
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      <title>AI-generated code debt: Why 91% test coverage lies</title>
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      <pubDate>Tue, 23 Jun 2026 00:00:00 +0000</pubDate>
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      <description>Despite 91% test coverage, AI-generated code creates exponential debt. Learn why oracle functions break systems and how to audit for real fragility.</description>
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