CAPACITY ENGINEERINGAI SRE

Tokens as a Capacity Unit

Token volume is a practical way to normalize how much model work requests create.

WHY IT MATTERS

Token growth can increase compute, latency and cost even when user traffic is flat.

PRODUCTION EXAMPLE

Daily requests remain unchanged, but a new RAG prompt doubles input tokens and raises provider spend 70%.

SRE DECISION

Do forecasts include expected token growth per feature?

REMEMBERTraffic can stay flat while AI load doubles.
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