I've recently had two situations where LEDs started blinking. One was my Mantis microscope illuminator, where the current regulator failed and pushed too much current into the LED array. Some got bright, some went dark, and some started blinking independently at several Hz. Then yesterday my key-ring LED started blinking, bright and fast, and later in the day failed.
I wonder what's the blink mechanism.