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Coding-Agent Benchmarks Should Match Their Users' Task Flows

Slinko, Igor et al.
arXiv (All) · Papers
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computation-and-languagemachine-learningsoftware-engineering
The evaluation of coding agents generally strives to be as realistic as possible. In our study, we collect 4,782 agent sessions of real software engineers in JetBrains IDEs, which we call Production Sessions. Since our subject is interactive agents, we study the sessions with at least three user mes
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