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When incremental mass is added at regular intervals or patterns, systems can develop resonances—frequencies where small inputs produce massive outputs. These are catastrophic in physical systems (bridges collapsing, servers melting) but can be exploited in controlled environments. But best practice: do not change it

The original guides to incremental mass—whether in mechanical engineering textbooks or cloud architecture documentation—shared a common flaw: they assumed linear relationships in non-linear systems. This led to three catastrophic assumptions: