When you heat a part red hot and then let it cool that tempers it. It is probably not as good a tempered bolt from a manufacturer, but it will be PLENTY hard.
Heating a part up, then letting it cool SLOWLY, by very gradually removing heat, is what anneals it by giving the molecules time to...