Resource-Contradiction Scaling Motif

A recurring scaling/throughput shape where the system assumes more messages can be handled with nearly the same CPU, memory, and DB capacity, leading to blocking waits, throttling/connection limits, and incorrect error-handling paths that undermine reliability.