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Update index.mdx
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Update post: How a Transformer Really Works: Attention, the KV Cache, and Why Inference Eats Memory
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Sync editor blockquote style with preview/published (upright body serif)
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Update post: Every Mask in a Transformer, Untangled (#40)
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Docs: note mermaid label bold uses markdown strings, not <b>
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Fix MDX mermaid docs: document native baked-SVG figure, not raw fence
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Docs updated
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