Preserve bounded validation evidence and historical failures

2026-10-15 10:13:51 +08:00
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+periodic patch API demo: synchronized coarse_steps=8, fine_steps=16
+leaf mass: initial=256.000002444 final=256.000005753 drift=+3.308989e-06
+leaf rho: [0.999951661, 1.00004828]
+leaf ux: [-0.000877841114, 0.000877885922]
+leaf uy: [-1.7034624e-05, 1.70215859e-05]
+covered coarse / fine halo: NaN; functional demonstration only