QA got to automation long before AI showed up — and now agents are rewriting the playbook again. Ole Lensmar, CTO and Co-Founder of Testkube and the creator of SoapUI, joins Alan Shimel on TechStrong TV to explain why CI pipelines were never built for test-centric workflows, how Testkube decouples test execution and runs it natively on Kubernetes, and where AI adds real value today — root cause analysis, remediation, and troubleshooting at the tail end of failed tests. Ole shares the tactical realities customers wrestle with (prompt engineering, model selection, cost control, and building trust in non-deterministic agents), why governance of QA agents is the next frontier, and why every engineer — developer or tester — needs to embrace AI as the tool that pulls weeks of work into hours.