In Christianity, who originally decided what was heresy and wasn't?

And since no one alive after the end of the apostolic age can have possibly been present at events that occured during Jesus' life that "authorities" are supposedly guarding from heresy.. how can anyone accuse anyone else of heresy for their differing beliefs? Why was the early Church so obsessed with quashing all other sects of early Christianity..?