The provided setup guide outlines the construction of a hybrid algorithmic trading system. "Hybrid" in this context refers to the deliberate separation of concerns between two distinct programming ecosystems: the high-performance, strictly typed environment of C# (.NET) and the flexible, data-centric environment of Python.