"To build a quantum controller, you start with an FPGA. But the magic is in the software layer. Here is a Python snippet that defines a simple $\pi$-pulse to flip a qubit from |0> to |1>, then validates the waveform on an oscilloscope."
There are several types of quantum controllers, each with its own strengths and weaknesses: quantum controller