In the last year, agents have strained the limits of cloud infrastructure with new usage patterns: higher throughput of control-plane operations, more demand for on-demand infrastructure, and capacity crunch. The resulting spate of failures and incidents amongst cloud services has taught us lessons that inform our reliability roadmap...