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Efficient Benchmarking in Production: A Study of an Evolving LLM Agent
Production LLM agents are evaluated repeatedly as they evolve, but full agent benchmarks are costly to rerun. We study efficient recurring evaluation for a production analytics agent serving tens of thousands of monthly active users and report first-hand deployment experience.…
AI Summary & Key Takeaways
- Production LLM agents are evaluated repeatedly as they evolve, but full agent benchmarks are costly to rerun
- We study efficient recurring evaluation for a production analytics agent serving tens of thousands of monthly active users and report first-hand deployment experience.…
Efficient Benchmarking in Production: A Study of an Evolving LLM Agent
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