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TL;DR Managing AI agent performance in production requires a systematic approach across measurement, monitoring, and optimization. The ten critical factors include establishing clear task success metrics, optimizing latency and response times, controlling costs, implementing robust error handling, building comprehensive observability infrastructure, designing effective evaluation frameworks, ensuring data quality, integrating