When an input is in a valid state, a purple border appears that shows keyboard only users that an input is focused for typing.

However, when the input is in an error state, there is no focus indicator

This is important for accessibility so keyboard only users know that they are typing into the expected field. I would suggest using the outline css field for focused elements or using box shadow rather than border color.