Review #1:

"Startup Auburn has introduced a very interesting idea: a server designed to update and significantly accelerate existing Python codes used in computational chemistry. The website currently presents a clear demonstration of how code optimisation and speed-up can be achieved. The interface is highly user-friendly — users simply paste their code and, within seconds, receive feedback on possible improvements. Although the project is still at an early stage, with only a few examples currently available, the concept shows strong potential. A fully automated tool capable of producing optimised and faster-running code would certainly attract considerable interest among researchers in the field."