Instrumenting cost and quality in AI production
How to measure tokens and cost per unit of work, attribute spend by team, monitor quality, and back your ROI calculation with real data.
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How to measure tokens and cost per unit of work, attribute spend by team, monitor quality, and back your ROI calculation with real data.
How to build a regression dataset from real cases, pick metrics that matter, and use an LLM-as-judge calibrated against human review to block bad deploys in CI.
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