well, of course it depends on the sort of tea... green teas can handle multiple infusions, so i kind of feel guilty if i don't use them at least twice..

as for caffiene, my understanding is that since it's water soluable it all transfers within about 20 seconds, meaning subsequent infusions would contain none.