not aging well implies the thing gets worse the older it is. So, a more accurate interpretation would be "bad news gets worse the older it is" Although that seems unlikely to be what was intended.
"not age well" in food means "expires quickly." Milk does not age well because it quickly expires. So "bad news does not age well" means that bad news quickly expires. :)
e.g.
"We got a letter for past-due rent yesterday, and I'm telling you now"
vs.
"We've been getting letters for past-due rent the last few months, and I'm telling you now."