Azure App Service Autoscale Rules and Automatic Scaling

How App Service scales: vertical versus horizontal, manual versus automatic, metric- and schedule-based autoscale rules and their OR semantics, the newer HTTP-driven automatic scaling option, and why every scale-out rule needs a matching scale-in rule.