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Counting weekly hard sets (sets taken near failure) per muscle group is a simple, evidence-aligned dose unit for hypertrophy.
A hard set is a working set taken reasonably close to failure (roughly RIR 0–3 — see rpe-rir-logging). Counting hard sets per muscle group per week has become a popular volume-dose unit because it is simpler to prescribe and track than raw training-volume-load, and it maps well to hypertrophy dose-response research.
Practical guidance commonly cited:
For the data layer, this means tagging each exercise with the muscle groups it loads so the system can sum weekly hard sets per muscle and track progression by adding sets over a block (see volume-progression-tracking, progressive-overload-application). Hard-set counts and volume load are complementary: counts are easier to reason about, VL captures load and rep changes a count would miss.
Educational content only — not medical advice. Always consult a qualified professional for individualized guidance, especially around injury, pregnancy, or medical conditions.