Designing Stable Integration Testing Architectures for Data-Driven Systems By QA Transformation & Integration Architect

Modern data platforms are no longer simple pipelines—they are distributed ecosystems. Data moves across clouds, microservices, event streams, APIs, warehouses, and machine‑learning layers. With this complexity comes a brutal truth: integration testing is now the backbone of data reliability. Yet mos