How Lyft Builds Evals That Actually Matter in Production | Interrupt 26
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YouTubeLangChain
How Lyft Builds Evals That Actually Matter in Production | Interrupt 26
Nick Ung, ML lead for safety and customer care at Lyft, breaks down how his team built an eval system that actually keeps pace with production AI agents at Interrupt, the agent conference by LangChain. From offline simulation with mocked MCP outputs to LLM-as-judge rubrics tied to real task success criteria, Nick shares the mistakes they made ...
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