Why is my Mac Mini not turning on?

Hello. Whenever I press the power button, my Mac Mini’s status light turns on for about 0.5 seconds, then instantly turns off. Nothing shows on my monitor. I kind of suspect that this is a power supply issue, but I’d like to see if there’s anything else I can do first.

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What have you done to solve this problem?

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