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Sure, try to run those on e.g. TI CC3200 microcontroller.

Yocto does not seem to support CC3200.

That's right, cause Linux cannot run on the large class of microcontrollers - particularly, those with less than 4M of RAM. Mongoose OS is targeting that category.

Zephyr is an open source OS that targets smaller microcontrollers.

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