tracetronic streamlines automotive software development with their E2E Automation Platform (one:cx), enabling continuous testing, rapid feedback and high automation. Software testing in embedded systems has traditionally followed a V-Shape model for many years, where testing on the unit, integration, and system level are typically initiated only after the development stages are complete. This approach ensures traceability and validation at each level, however, the effects of testing later can increase OEM costs, delay developer feedback, leading to delayed time to market.