Melissa Z. Pan et al.
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Measuring Agents in Production

Melissa Z. Pan et al.

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Pan et al. propose a measurement framework for production agents covering task success, trajectory quality, cost, latency, and regression detection. Argues offline benchmarks miss drift and tool-call errors, and outlines continuous evaluation for live traffic.

Tags

agentic AIenterprise

At a glance

Published

2025

Jurisdiction

International

Category

Enterprise adoption

Access

Public access

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