Is it necessary to pre book train tickets from Bruges to Brussels?
No. Belgian rail doesn't offer advanced purchase discounts, and trains depart several times an hour.
No, in fact reservations aren't possible on domestic trains; all seats are first come first serve. Unless you're taking a morning train filled with commuters (I did that a couple of years ago and had to stand the entire way) , there will be plenty of seats to be had.