Vision� The vision is to provide tools to easily achieve better performance and reproducibility when working with long running jobs. Avoid computing twice the same thing: code is rerun over an over, for instance when prototyping computational-heavy jobs (as in scientific development), but hand-crafted solution to alleviate this issue is error-prone and often leads to unreproducible results Persist