Now that I am reeling from the day I mostly spent loitering around in the living room and kitchen while my Julia’s Diffeq solver tried solving my ``stiff’’ equations (which the impenetrable Julia interpreter was more than happy to let me know), I decided to write a blog post on what knobs to turn to get the work done, preferably quickly.