Power supply filtering for mcu
A low cut-off frequency means that you need to use large components. Not only are have these components large dimensions and are heavy, they also become less ideal. Large capacitors and inductors have larger ESR than smaller capacitors/inductors.

High frequency behavior degrades in similar ways. The self-resonance frequency of inductors and capacitors for such filters is in the range of a few MHz at most, unless you use very expensive RF components (if those are available at all). Over this frequency and inductor shows capacitive behavior and a capacitor inductive behavior.