Aspects of the disclosure relate to managing a set of warning data with respect to a development phase in a computing environment. In embodiments, the computing environment may include a distributed computing environment or a stream computing environment. The set of warning data may be detected with respect to the development phase. In embodiments, the set of warning data may be used to develop an application. By analyzing the set of warning data, a relationship between the set of warning data and a component of the application may be identified. In embodiments, the component of the application may include a computing artifact or a computing object. An indication of the relationship between the set of warning data and the component of the application may be provided for utilization to develop the application.