Notes from an Azure integration architect on API-first, event-driven systems, the reliability engineering they depend on, and what carries over to AI.https://kakoriyacloud.comenhttps://kakoriyacloud.com/blog/autoscale-is-a-lagging-indicatorhttps://kakoriyacloud.com/blog/autoscale-is-a-lagging-indicatorWhat a storm taught me about scaling a customer platform: the metric you scale on is already late, and the cheapest fix is the read you stop serving.Fri, 18 Sep 2026 00:00:00 GMTreliabilityapp-serviceautoscale