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    <title>Notebooks on Badran Elshenawy</title>
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      <title>From Tidyverse to Scverse – Post 5: marimo: The Notebook That&#39;s Actually a .py File</title>
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      <description>marimo stores notebooks as .py files — not JSON. Reactive, reproducible, git-friendly, and the most LLM-compatible notebook format available.</description>
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      <title>From Tidyverse to Scverse – Post 4: qmd vs ipynb: Why Quarto Notebooks Are the Future</title>
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      <pubDate>Sun, 03 May 2026 09:00:00 +0000</pubDate>
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      <description>Jupyter notebooks are JSON with embedded images. Quarto notebooks are plain text. For version control, LLMs, and reproducibility, qmd wins.</description>
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