Direct coupling eliminates the need for transformers, resulting in no turns ratio, while transformer coupling is often used for safety and impedance matching in various applications. Transformer coupling provides intrinsic safety by isolating power supplies, crucial in environments like warship ammunition magazines. Historically, transformer coupling maximized gain by matching output and input impedances, especially when using expensive vacuum tubes or early transistors. However, advancements in technology have made transistors cheaper and more compact, reducing the need for transformers in modern designs. Today, direct coupling is preferred in integrated circuits and smaller devices, as it simplifies design and reduces costs.