Cool, I actually did not know you could get more power out of it by just upgrading to a better power supply, makes sense. Are there limitations to this? (How much power can I reasonably expect to gain) any info or links would be tremendously helpful.
JDS official page indirectly hinted this:
Power: Atom Amp+ renders the same clean output power as the original, which is more than enough for over 99.9% of listeners. JDS Labs actively opposes shipping larger transformers to realize vastly unnecessary power specs. We understand our reasonable customers would even prefer to see smaller transformers. We’re confident Atom Amp+ strikes the right balance of enough power, and not too much. We made no changes to the output stage. Retuning the input stage slightly increased maximum output voltage at higher headphone impedances.
If you read between the lines, it means JDS could easily reach a higher output power spec by shipping larger power supplies, but in reality the stock one is already enough for most people.
The internal regulars (317 and 337), output drivers (49600) all support much higher current (250mA per channel) without any issue.