Beads and self resonant parameter in supply circuits
You will have all sorts of VDD resonances.

Start with the 22uF, and assume 4" of wire (100nH inductance).
Resonance will be about 200,000Hz.

To dampen, use Rdampen = swrt(L / C) = sqrt(0.1uh/22uF) = sqrt(0.005) = 0.05 ohms, or about 100 squares of PCB foil.