It's funny how you say the way it used to be was better when people always complained about the OOM killer waiting until the system had entirely ground to a halt before acting, to the point some preferred to run with 0 swap so the system would just immediately go down instead.

Regardless, I believe EarlyOOM is pretty configurable, if you care to check it out.