Cops in the US, including specialist groups like the ATF, have a reputation for shooting dogs unnecessarily when making arrests at domestic residences.

This shouldn’t be focused on the ATF but on police in general. Last time it was studied a few years back, it was found that police shoot an average of 40 dogs per day in the US. Often not warranted.