Author

M. Startsev

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Review Jul 2026

AgentLens: Production-Assessed Trajectory Reviews for Coding Agent Evaluation

This work presents AgentLens, a production-assessed benchmark for interactive code agents that pairs formal verification, where an objective check exists, with LLM-written trajectory reviews and side-by-side comparisons, so that each run yields a readable explanation of why the score is what it is.

Andrey Podivilov, Vadim Lomshakov, S. Savin et al. · arXiv.org · 2 citations