A method, computer program product, and system includes a processor(s) identifying one or more resources of a shared computing environment utilized in delivery of an application, to users of the shared computing environment. The processor(s) monitors communications to the one or more resources, to identify and intercept operations related to delivery of the application. The processor(s) analyze the intercepted operations, to determine when the operations comprise a pattern occurring with a frequency indicative of a predetermined level of confidence, where the pattern comprises one or more delivery operations. Based on determining the pattern occurs with the frequency, the processor(s) generates an automated delivery pipeline for the application, where the automated delivery pipeline automates at least one of the one or more delivery operations comprising the pattern. The processor(s) utilizes the automated delivery pipeline to deliver a new version of the application.