A TinyCTO.tv Hype Stack technical parable about token budget, annual planning, usage volatility. Budget by workload and unit economics; instrument tokens, cache, retries, quality, and demand continuously.
# Episode 166 — The Token Budget Was Annual — Script
## Concept token budget;annual planning;usage volatility
## Hype promise A shared AI platform will make inference fast, observable, and economically predictable.
## System reality An annual token budget is approved before model mix, traffic, prompt size, caching, and agent loops are understood.
Risk approval is not risk ownership unless the decision is tied to people who can act when the risk becomes real.