Characterize and validate key metrics including Tx/Rx performance, BER, eye quality, TDECQ, sensitivity, optical power, wavelength stability, thermal performance, and power. Drive root-cause debug across optics, high-speed electrical interfaces, firmware, and test infrastructure.