Developers can now generate and refactor code in seconds with AI, but testing, debugging, and monitoring practices haven’t kept pace. Teams are building faster than they can verify that their software works as intended. This session explores how agentic workflows can close that gap. Using the Levels of Autonomy framework, we’ll show what AI delivers today, how to build agentic workflows with SmartBear’s MCP Server, and what fully autonomous quality will look like in your CI/CD pipeline in the near future.











