How to operate shared platforms safely at agent scale

To operate autonomous agents at scale, platform teams must move beyond basic design and prepare for new operational risks by modeling the entire "agent trajectory" to identify diverse capacity constraints. By monitoring specific signals that link resource usage to user impact and using workload identifiers, teams can effectively manage resource contention and prioritize critical services during periods of high demand.