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    <title>Conversational Design on Cairo Cananea</title>
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      <title>The prompt before the architecture</title>
      <link>https://cairocananea.com.br/en/posts/2026/07/bloom-capstone-3-prompt-antes-arquitetura/</link>
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      <description>Third article in the series on building Bloom, a multi-agent coaching agent, in one week. Shows how to diagnose the right layer before overhauling architecture, prompt techniques that reduce conversational rigidity (information-goal states, few-shot examples, soft limits), the importance of honestly modeling the &amp;#39;unknown&amp;#39;, fallback path design, and why behavioral safety needs to be hard-coded, not left to the prompt alone.</description>
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