This article explores advanced knitting machine technology, tracing its evolution from early frameworks to automated systems. It introduces major industrial types including circular, flat and seamless knitting machines, and compares hand and machine knitting. It also highlights key merits like stable quality, high efficiency, CAD integration and future AI-powered smart textile innovation.