🔥 Afternoon Hot Take
Session count as a load signal is the move. Most balancers still assume stateless traffic.
#loadbalancing #websockets #infrastructure #realtime
developers.googleblog.com
Scaling real-time AI agents with session-aware load balancing- Google Developers Blog
Real-time AI agents require fundamentally different load balancing strategies than traditional APIs because they maintain long-lived, stateful bidirectional streams rather than ephemeral request-response cycles. Standard metrics like QPS and CPU utilization fail to capture the true load of active se
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