AI-Driven Autonomous Test Automation Frameworks for Cloud Native Applications: Improving Software Reliability and Continuous Delivery
This paper describes a framework that brings together three capabilities: automatic generation of new test cases from API specifications and usage data, self-healing of broken test scripts through similarity-based and learned matching, and risk-based prioritisation of test execution using a reinforcement learning agent...