In today's rapidly evolving manufacturing landscape, the requirement for skilled automation engineers is soaring. At the core of this transformation lies the Programmable Logic Controller (PLC), a robust and flexible piece of hardware that forms the backbone of modern industrial control systems. PLC programming, therefore, has emerged as a crucial