This is a keynote presentation from the O'Reilly Software Architecture Conference in New York 2016. Watch more full keynotes from the event.

Article image: Pacific Northwest National Laboratory, petri dishes still retain a prominent place in laboratories today. (source: Energy.gov on Flickr).