Li, Jianzhong, Qiang Wan, Wenjuan Ma, Xiaoting Fang, Chuyi Yin, and Jun Cui. 2024. “Analysis DevOps Efficiency and Digital Transformation of Digital Economy, Cross-Border E-Commerce, and Brand building:: *Note: Evidence GuangDong Manufacturing Industry in Chinese Guangdong Province”. Transactions on Computer Science and Intelligent Systems Research 4 (June): 38-47. https://doi.org/10.62051/gc7xf329.