My guess would be attention and publicity. Targeting a technical, developer centered site is likely to require more "skill" as one would expect such a site to have their defenses ready for this. All the greater challenge. Secondly, every time this happens it causes quite a discussion on developer forums and sites such as HN. If you're seeking attention and "recognition" amongst technical people, what better site to attack?
The goal may be to potentially open up a new attack vector to steal code, some of which may contain secrets. This is pure speculation, but a definite possibility.