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Same failure mode flagged in #1529 preface refactor: inline style="background: #f8f9fa..." beats CSS class specificity, so dark-mode rules never apply. Five light-fill panels affected: - Quick Start workflow (#f8f9fa) -> .callout-note - Discover Milestones card (#e3f2fd) -> .who-card + #2196f3 border - Learn About card (#fff3e0) -> .who-card + #ff9800 border - Run Milestones card (#f3e5f5) -> .who-card + #9c27b0 border - Track Progress card (#f0fdf4) -> .who-card + #22c55e border - Three Tracking Systems (#f8f9fa) -> .callout-note - Next Steps CTA panel (#f8f9fa) -> .who-card Hero gradient banner (lines 5-7), accent border-lefts on the four command cards, and the two CTA buttons retain inline style — they are mode-invariant decorative accents (gradient + white text + colored buttons render correctly in both modes), matching the preface fix. TinyTorch quarto site is HTML-only (no PDF format in _quarto.yml), so no when-format gating needed.