In parallel. The capacitor smooths out the power and keeps it from spiking and shutting down over and over.

A resistor (in series) would help too but might restrict power too much to work well.

No harm in adding a capacitor.

On almost all my projects the weird behavior has been solved by throwing a cap in it

Better than subprocess.getoutput?

Next time add a capacitor instead of a resistor for this