The stock answer to the cause of neck cracking is work hardening. That's what the reloading manuals say, that's what the magazine articles say, that's what the internet gurus and RKI's say.
Too bad they're mostly wrong.
Last fall, I took a once-fired .308 Federal Gold Medal Match case and expanded the neck up to 8mm. Then I sized the whole case down to spec in a full-length resizing die. Then I repeated the process 35 more times. Finally, the neck split, a tiny fissure that extended from the case down into the neck a distance of about 2mm. The crack exhibited a distinct shear lip, a clear sign that even though the limit of ductility had been reached, the brass did not fail in a brittle manner. If they handle that much deformation that many times, how many normal firing/resizing steps will they withstand? I'm guessing dozens, or hundreds.
A large percentage of cases I have examined show clear evidence of some degree of stress-corrosion cracking. Many others show signs of ductile tearing. But work hardening? It's essentially a myth.
Here's 3 cases with some different types of splits. Case 1 tends to have long splits from the case mouth along the full length of the neck, and the cracks have squared off edges. Case 2 tends to have short splits in the middle of the neck, with stretched/rounded edges. Case 3 has all sorts of short little tears.
And here are photomicrographs through a representative crack on each one:
Case 1:
Case 2:
Case 3:
Case 1 has some grain distortion, but is nowhere near the limit of ductility for brass. Case 3 on the other hand, has beautiful, huge, unworked grains, but it still cracked. The photo of Case 2 is not etched to show the grains (they are as big and almost as unworked as #2), but you can clearly see the effects of corrosion pitting and cracking. And you want to know something else? All of these cracks are coming from the inside wall of the case. When you see the characteristic puckering of the brass as I show on case #2 (second pic), or as the original poster showed on his leftmost case, those are cracks coming from the inside out, that got partway through the wall as straight cracks and are now tearing in a ductile fashion due to the stress of firing, like this: