Amazon Technologies, Inc.

Jason Adonis Timmons

Jacob Carr

Mohsen Azimi

Evan Corriere

Huaqing Fang

Yusof Ganji

Tristan Niles Cecil

Abhijit Prakash Bhatnagar

Xinrui Li

Sahil Sharma

Techniques are disclosed to implement an adaptive testing service (ATS) capable of automatically generating test cases for a network service to adapt test coverage to observed behaviors of the network service. In embodiments, the ATS uses telemetry data from a production version of the network service to identify classes of testable behaviors. Test cases are generated for the behaviors and assigned weights based on frequency or recency metrics of the behaviors. The test cases are stored in a test case repository, and may be used to monitor the production version of the network service or verify code changes to a development version of the network service. The test case weights may be used to select which test cases to run or determine whether code changes should be accepted or rejected. The test cases are evolved over time to adapt to behavior changes in the network service.

Adaptive testing service that generates test cases from observed behaviors

Growing community of inventors

Seattle, WA, United States of America

Jason Adonis Timmons