live: heartbeat sync 2026-10-18T16:47:59-07:00 (Refs #11)
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## Code Inclusion
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**Unchanged code is included when it makes explanations clearer** — contextual code provides better mental models for understanding changes.
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## Explanation Format
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**Explanations are rendered line-by-line in a fashion friendly to human cognition** — granular, cognitively-accessible explanations rather than dense summaries.
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## Visual Aids
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**Graphics are used where they're a cognitive-load-reducing move** — visual elements reduce working memory load for complex concepts.
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## Voice and Tone
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**Tone is human and Randall Munroe-like: approachable, not robotic, not oversimplified** — conversational expertise without condescension.
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