The signal from the speaker on device A gets into the microphone from device B, then the amplifier and then the speaker from device B, back into device A. The result is a sort of runaway signal that is always reamplifying itself?

Why can't I create a sort of closed loop system when I have nearby microphones? What would I need to do? What gear and/or software would I need to create a closed feedback loop?