Predictive Scaling for Atlas

MongoDB Labs has been a place where we can incubate some of those ideas and make them available in our developer data platform. I personally have been working on improving the debugging experience for people who are writing complex aggregation pipelines. And then what I'm working on right now is predictive scaling for Atlas. We should be able to detect patterns and automatically scale you up and down so that you have the capacity you need just before you need it.