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We audited 110 aiAI usage tools for metering bugs - 45+ reproduced, every finding linkable
Outcome-based pricing won the pricing page. Per-resolution AI support, usage-billed agents, API metering by the call β the industry has decided that software is billed by what it does. One question got a lot quieter than it deserves: who verifies the billed number?
We kept running into the same class of silent accounting errors while metering AI agent usage β retries billed as new operations, duplicate records after crashes, cache hits priced as fresh tokens. So we did the boring thing: we ...
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