In this talk, Geoffrey Anderson from Box, discusses how Box made a shift from the Cacti monitoring system to OpenTSDB. He details the changes made to their servers as well as daily interactions with monitoring to increase agility in identifying and addressing changes in database behavior. This talk was recorded at the SF MySQL Meetup Group at Lithium Technologies.