I suspect that your friend's advice was well intentioned but I do not support it at all. @larryi is offering good insight and counsel. Most SET amplifiers will have high input impedance (usually 50,000 ohms and often 100k ohms and higher). This benefits you as tube preamplifiers tend to have (Generally speaking) higher output impedance than transistor preamplifiers.
I have never heard your particular Supratek but am aware of their reputation for very good sound quality. SET is a distinct niche in High End audio yet there are a plethora of terrific choices available. No doubt that Audio Note has some fine options but you certainly have numerous other excellent choices out there as well.
I have absolutely no reservations with pairing your Supratek with a high quality SET amplifier. Are you seeking a certain power range or output tube (300b,845,211,2A3 etc.)? Indisputably many potentially wonderful possibilities for you. Have you defined a budget range and and what speakers will be driven?
Charles