The struggle to figure out what coins I had without seeing them is something that I never tinked about before that moment.

This is yet another thing where the US absolutely fails to catch up to modern times. In Canada, our bills have a form of braille on them for easy identification. Having them all be a different color also makes it easy to tell the denomination at a glance. Other countries also have similar accessibility features.