Voltage regulator for ultra low power device
Some companies sell 1uA standby_current LDOs. Is 1Ua low enough?

Even those LDOs will have lots of random output noise, because the internal voltage dividers will have 10,000,000 ohm values although in a slow feedback loop (not much charge available to operate the big onchip power FET quickly).