[Feature] Integrate RTOS and make multithread

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The issue names no files, tests, RTOS, target hardware, or entry points; begin by inspecting the repository structure and current execution model. Before implementation, define the RTOS, threading responsibilities, supported targets, synchronization requirements, and tests that would demonstrate the integration is complete.

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