Developing a bootloader for an STM32 microcontroller involves creating a small program that runs first when the device powers on, and then either jumps to the main application or handles firmware updates. This process typically involves setting up a separate memory region for the bootloader, configuring communication interfaces, and implementing functions for erasing and programming the main application's flash memory.