main
u1
u2
u3
s̄main = 6.8   (σ = 1.2)
staging
u4
u5
s̄staging = 7.4   (σ = 1.1)
▼
s̄staging > s̄main ? (Welch's t-test, α = 0.05, nmin = 20)
yes ▼
no ▼
PROMOTE
staging → new main
FREEZE
retain for audit, hide from runtime