>>538268301
there's "extreme calibration" to max out attachments one increment at a time. It requires one golden chip and 50k gold per increment, so your goal is to reroll attachment calibrations until you get a tolerably high calibration, so you can preserve some extra golden chips before you max out your attachment.
It will take you some 4+ months to max out one attachment set, so spend these chips wisely