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Track weekly training volume and intensity distribution as the inputs, and pace-at-HR / FTP / efficiency as the outputs that confirm aerobic fitness is rising.
Endurance progress is "more output for the same internal cost," built mostly by consistent volume with the right easy/hard mix.
Process / leading:
Outcome / lagging:
What to avoid over-reading: raw pace without terrain/HR context (see cardio-pace), and single-session FTP estimates. Steer near-term on volume + distribution, confirm over blocks with efficiency, FTP, and times (see muscular-endurance-program).
Educational content only — not medical advice. Always consult a qualified professional for individualized guidance, especially around injury, pregnancy, or medical conditions.