On the flip side, software development and engineering rigor is largely absent in academics, as has been discussed previously here on HN. This is enough of an i

On the flip side, software development and engineering rigor is largely absent in academics, as has been discussed previously here on HN. This is enough of an issue to make replicating research even when the code and data are provided, but it's an even bigger issue trying to turn academic code into a product.