[eref]

I wished more academic papers would have a "Limitations" section. Often it is so hard to tell what these are, e.g.: Does it scale well? How much faster/slower is it than other methods? Does it converge reliably?

[pishpash]

No incentive for such a thing.

[eref]

Neither is there for reproducible code, but now there are artificial incentives such as the Reproduction Challenge.