OBSERVABILITY & INCIDENTSADVANCED LLMOPS

Incident: Provider Quota Exhaustion

Quota exhaustion happens when request or token demand reaches provider-imposed limits.

WHY IT MATTERS

It can appear suddenly during traffic growth or prompt expansion.

ENTERPRISE EXAMPLE

Input token growth exhausts TPM even though request volume is unchanged.

OPERATING DECISION

Does the gateway shed, queue or fail over according to priority?

REMEMBERToken quotas can fail before request quotas.
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