Optimizing AI Applications for Cost and Latency
A cheaper model, a cache, and shorter context each trade quality, latency, and cost. Price failures, read tails, budget evaluation, and compare configurations on shared cases.
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Online Evaluation and Controlled Rollout
An offline gate passes, but customers rephrase, outcomes arrive late, and thumbs-down rates mislead. Measure task outcomes, size each rollout stage, and write rollback criteria before exposure.