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    <title>Honesty on oceanheart.ai</title>
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      <title>Grounded thematic analysis: my voice vs. the machine&#39;s</title>
      <link>https://www.oceanheart.ai/blog/2026-02-28-voice-analysis/</link>
      <pubDate>Sat, 28 Feb 2026 00:00:00 +0000</pubDate>
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      <description>&lt;p&gt;I run a multi-agent system with 12 specialised agents and over 200 session decisions on file. Every decision, every directive, every correction I&amp;rsquo;ve typed is recorded verbatim in the repo. That&amp;rsquo;s about 8,000 words of my actual voice, spread across 20 sources.&lt;/p&gt;&#xA;&lt;p&gt;I asked my integration agent to extract all of it, build a grounded thematic analysis of how I actually write, then cross-analyse every blog post against the profile.&lt;/p&gt;</description>
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