In precision electronics, engineers often focus heavily on processors, ADCs, amplifiers, and firmware algorithms when troubleshooting measurement instability. Yet in many real-world systems, the root cause of gain error, drift, and inconsistent validation results lies elsewhere, within the passive component network and PCB implementation itself. This case study draws inspiration from a recent technical discussion within the precision resistor engineering community, highlighti