CAPACITY ENGINEERINGAI SRE

Rate Limits and Quotas

Rate limits bound how much AI capacity a user, tenant, application or tool can consume.

WHY IT MATTERS

AI workloads can create large cost and capacity spikes from a small number of abusive or buggy callers.

PRODUCTION EXAMPLE

Each tenant has token-per-minute and concurrent-request quotas enforced at the AI gateway.

SRE DECISION

Are quotas based only on requests, or on expensive workload dimensions too?

REMEMBERRate-limit the resource you actually need to protect.
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