I realize that the article doesn't really give enough information for a noob to build an amp but I think it's enough to provide some entertainment and give some insight into what's involved.
@Paul P - The EF86 will easily drive a simple tone control. The 3 band tone stack requires more signal than a one knob tone control. The cathode follower circuit for the tone stack does not add significant gain to the circuit but will ensure that the signal passes through without loss.
My various recommendations for tubes are posted on the net but I'm always happy to chime in here or answer PM's for specific questions.