regression tests. Modular adapters connect to serial, TCP/IP, and custom protocols to integrate avionics, sensors, and simulators. The architecture ships as containerized services and supports Kubernetes deployment to scale from a single bench to multi-vehicle fleets. Dashboards, trend plots, and log viewers help monitor performance and investigate anomalies. Source code, documentation, and configuration examples enable teams to tailor missions and lab workflows.