Gradient color debugging involves ensuring that the color transitions between different layers or elements in a design are smooth and consistent. This can be done by using color pickers, hex color codes, or color profile management. Techniques include checking color accuracy across different devices, adjusting opacity, and using tools like eyedroppers or color pickers to match specific colors. Troubleshooting may include issues like color banding or uneven gradients.