How a Unified Data Layer Makes Automated Testing Smarter
The article explains why most AI‑augmented test tools remain stateless, describes a three‑part unified data layer that accumulates development, test‑history, and production context, and shows how this data flywheel turns each test run into a smarter, more reliable validation step.
