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    <title>AI Vibe Coding on Cairo Cananea</title>
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      <title>Who decides: the code or the model?</title>
      <link>https://cairocananea.com.br/en/posts/2026/07/bloom-capstone-1-quem-decide-codigo-ou-modelo/</link>
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      <description>First article in a series on building Bloom-for-Learning, a multi-agent study coaching agent, as the capstone for the AI Agents: Intensive Vibe Coding course (Google and Kaggle). Covers the hub-and-spoke architecture with stateless specialists, LLM-based routing with a delegation ceiling, the most expensive bug in the project (a deterministic state override by the model), the hybrid deterministic guard over agentic routing, and the difference between tool-facing and human-emotional logic.</description>
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