Can low amperage hurt my electronics?

Hi,

It might not damage it directly but if the power supply fails it might damage anything that's plug into it.

So lets say you power supply is 2 amps and device on it is 4, you'll overload the PSU. Usually it everything should just shut down but then if you power every thing on, many times, there could be damage.
Hope it helps.