The irreducible epistemic atoms underlying the curriculum. 4,828 atoms across 8 types and 2 molecules
Build measurement dashboards and leading indicators at the same time you design the strategy they measure, not after problems appear, because instrumentation designed during crisis measures symptoms rather than causes.
Design measurement infrastructure before executing strategies rather than after problems become visible, because drift detection requires baseline instrumentation that must exist before deviation occurs.
Test degraded operating modes during periods of abundant resources to verify they preserve core function, because modes that fail under calm conditions will certainly fail under stress.