Abstract: Certain aspects of the present disclosure provide techniques for managing the deployment of software applications based on application performance data. Embodiments include transmitting, to a performance testing system, information identifying a test build of a software application component in a first deployment environment in a software development pipeline to test. Performance information for the test build of the software application component is received from the performance testing system. The received performance information for the test build of the software application component is compared to one or more of predetermined performance parameters or historical performance data for the software application component. Based on the comparing, the system takes one or more actions to manage deployment of the test build of the software application component to a second deployment environment in the software development pipeline.

Abstract: Certain aspects of the present disclosure provide techniques for autonomously testing a web-based application. The techniques generally include an analysis module searching a page of the web-based application for one or more fillable form fields and identifying a fillable form field in the page. The analysis module determines a field type associated with the fillable form field, determines a field data format based on the field type of the fillable form field and generates a test data entry based on the field data format. The analysis module then enters the test data entry into the respective fillable form field and submits the test data entry to a server.