This document discusses millimetric adaptive optics and a web API. For millimetric adaptive optics, it describes using a transmitter, switch, divider, noise source and receiver to measure the amplitude and phase of signals at different observing frequencies in GHz, which are analyzed by an amplifier, correlator and ADC. For the web API, it notes the API provides an interface between web applications and backend services and databases.