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Continuous integration pipelines must validate firmware on physical target hardware rather than relying solely on emulators.

Impact: Eliminates emulator-to-hardware discrepancies and ensures production-ready reliability before manufacturing.

— from Embedded Systems Strategy: RTOS, Hardware Co-Design, and Compliance · Engineering Kiosk· Aug 04, 2026