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    <title>ParrotFlow blog</title>
    <link>https://parrotflow.io/blog/</link>
    <description>Notes from building ParrotFlow.</description>
    <language>en</language>
    <item>
      <title>Why ParrotFlow fixes dictation without an LLM rewrite</title>
      <link>https://parrotflow.io/blog/small-models-not-llm-rewrite/</link>
      <guid>https://parrotflow.io/blog/small-models-not-llm-rewrite/</guid>
      <pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate>
      <description>ParrotFlow repairs speech recognition output with mmBERT, Qwen3 0.6B, spaCy and plain rules. Each makes one narrow edit. The rest stays as you said it.</description>
    </item>
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