A very hot iron and low dwell time works well for the boards, but not enough heat will lead to flux building up between the solder joint and what it's supposed to solder, and you can end up with weird issues like this that don't make a ton of sense. The exception is the LEDs, which have so little ability to dissipate heat that they solder very quickly.