Guides

Explainable cycling cornerstones for serious riders.

Not a magazine — short cornerstone pages that answer the questions people ask before joining the waitlist.

Koyaro vs TrainingPeaks, intervals.icu, and Whoop-class readiness

Coach CRM vs analytics vs readiness ritual — with show-your-work, native AI, Intervals as friend, and hard no to "TP for €15," "Intervals + ChatGPT," and Whoop-as-hero.

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Science-based cycling coach that shows its work

Category pitch: science-based and explainable for cyclists — engine-owned Fitness/Form/load, ask-why citations, one train→fuel→recover→race loop. Not a gym app, not a triathlon coach.

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How the loop works

Train → fuel → recover → race as one inspectable coach loop — with product anchors on Today, the adaptive week, fueling, and race week.

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Why every recommendation has to show its work

The science engine owns the metrics. The AI layer narrates them — it is not allowed to invent watts, readiness, or fueling targets.

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Science stance

Engine-owned metrics, whole-athlete inputs vs ride-file-only coaching, and health guardrails — pointing at the public methods note, not invented papers.

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What you need to start

Power or heart-rate history, one live ingest path today, and no forced ramp test before you can train.

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Ready when there’s a seat.

Join the waitlist for closed beta. We’ll invite you when there’s room — then import your history and start a living plan.

Join the waitlist Science stance