Supercast on AI in Testing, “The AI-Augmented Tester: Tools, Skills, and Practices,” we talked with Adam Auerbach, Head of Applied AI for North America at EPAM Systems, about what’s actually changing on the ground. Level 2, triage and self-healing: Once you have a suite of automated tests, AI helps triage failures and, in some cases, feed fixes back into the code itself. Once you have a suite of automated tests, AI helps triage failures and, in some cases, feed fixes back into the code itself. Digging in, they found the AI had learned to write tests that passed, not tests that actually validated behavior. It also supports MCP, so it can run alongside AI code generation tools like Claude Code, validating changes as they’re made rather than after the fact.