i've had just the opposite results, but maybe didn't get the right set o' picks.
best i've used is the back edge of a #11 xacto blade for straight, and for curves the round / double ended tool shown here. the ends can be replaced as well as sharpened to different profiles. use dymo-label tape for curved plane surfaces.