In recent years, how to deliver reliable products to users quickly has become a hot issue of continuous delivery research and application. Traditional agile software methods lack of team cooperation and standardized construction process in the delivery process. Due to the complexity of the system, the DevOps framework of large companies will produce the contradiction between iteration speed and product quality when applied in small and medium-sized enterprises. This study proposes a method based on DevOps, which is a lightweight continuous delivery framework. In the project scenario with overlapping roles and frequent iterations, it automatically achieves project code acquisition, testing, construction, and deployment in the form of script, and completes the continuous delivery of the project. Through industry survey and enterprise practice, the scheme can not only shorten the project cycle and improve the quality of delivery, but also realize the visualization of delivery process and promote the continuous improvement of software quality.