The first practical device used to generate radio waves was the thermionic
valve (or vacuum tube) later to be replaced (in part) by semiconductors in the
forms of transistors and integrated circuits.
Although very different in appearance and design, the concepts of amplification
and positive feedback are the principles upon which all the devices are based
when used to create radio waves (and audio waves as well).