Why Can't Science Keep Up With Sports Doping?

At least in the case of some Olympic athletes when new testing techniques become available WADA can go back and retest samples with these techniques.

This has recently caught a number of cheats from 2008 at the Beijing Olympics. Some 4+ years later. Not ideal but better late than never.