Token Consumption Budget Overrun

Uncontrolled token usage from recursive chains, unbounded context windows, or validation retry loops can cause unexpected cost spikes. Without per-request and aggregate monitoring, organizations can face bill shock (e.g., $12k-$30k unexpected charges).

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