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A single AI agent conversation can appear flawless yet signal a broken product, driving a shift toward comparing user cohorts against a baseline. At VB Transform 2026, leaders from LangChain, Conviva, and CoreWeave described this move away from scoring individual traces and toward cheaper, narrower judge models.
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