The rapid advancements in digital technologies have ushered in a new era of agriculture, transforming traditional farming practices into a dynamic and data-driven discipline known as digital farming. This paper delves into the profound impact of digital farming on agricultural engineering practices, shedding light on the revolutionary changes it has brought to the agricultural landscape. By integrating cutting-edge technologies such as the Internet of Things (IoT), Artificial Intelligence (AI), Big Data analytics, and remote sensing, digital farming has empowered agricultural engineers with unprecedented opportunities to optimize farming operations. Harnessing the power of real-time data collection, analysis, and predictive modeling, agricultural engineers can now make informed decisions, enabling precise and sustainable resource management. Moreover, the adoption of digital farming practices has elevated the efficiency and productivity of agricultural engineering endeavors. From autonomous farm machinery and smart irrigation systems to precision application of inputs, digital farming has redefined agricultural engineering practices, driving efficiency and sustainability to new heights. Through a systematic review of recent studies and case studies, this paper aims to showcase the transformative potential of digital farming in revolutionizing agricultural engineering practices. The implications of these advancements on resource utilization, environmental sustainability, and global food security are also explored. This research seeks to inspire stakeholders in the agricultural sector to embrace digital farming as a transformative force, shaping the future of agricultural engineering practices for a more efficient, resilient, and prosperous agriculture sector.