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**Nine guide videos rebuilt in the light house style.** They were dark — a reader clicking between sibling guides watched the theme flip. mcp, performance, rendering, skills, html-in-canvas and remove-background were restyled to the bone field; faceless-explainer, product-launch and voice-and-audio were re-narrated with River, the house voice the user-journey films use. Measured luma is 177-230, matching the journey films, and every one carries audio. The restyle also surfaced a real bug in the frame itself: the house coral #D96A4F is 2.95:1 on bone, under the WCAG large-text floor, and `hyperframes check` failed on it. Darkened to #B44E33 (4.43:1) before any of these rendered. **canary-rollouts trimmed from 2,443 words to 520.** The statistical-calibration essay — pre-registered experiment design, a probability formula, rejected hardware-fingerprinting alternatives — was never documentation for someone shipping a staged rollout. Cut to Add one / Override one / Remove one / Where it lives, the part that was already good. **thirty-days now shows the films.** It was 431 words and 30 links to x.com for a series entirely about videos, with no thumbnails. It now leads with real preview clips where a film exists and marks the rest with a visual placeholder rather than a dead off-site link.