1 min lesson
Autoscaling that holds at scale
Use two rows in "Autoscaling that holds at scale" to state the practical decision rules.
Step 1 of 3
Autoscaling for 1M+ DAUs is a control-systems problem. Scale on the wrong signal and you over-provision a fortune; tune it badly and you get oscillation that hurts more than the load ever would.