In high-speed PCB design, traditional methods use hardware triggers and deep acquisition storage in oscilloscopes to pinpoint signal integrity issues, but emerging event recognition software offers faster, more versatile detection capabilities, promising significant improvements in efficiency for PCB design engineers.