Building an Autonomous Semantic Web Testing System by Berk Kibarer (Ongoing project notes)

exploratory_study

From Exploration to Assurance Autonomous browser testing becomes genuinely difficult the moment the system must decide what actually matters. Introduction Most autonomous web testing systems begin with the same architecture: At first, this feels surprisingly powerful. The engine explores pages autonomously.It generates traffic.It captures requests.It finds occasional issues. But after enough sessions, a deeper question emerges: That question changed the architecture of our system entirely. The result was a transition from: to: This article summarizes the architecture, lessons learned, and major engineering shifts behind that transition. The First Major Realization…