AgentLens: Revealing The Lucky Pass Problem in SWE-Agent Evaluation.

arXiv:2605.12925v4 Announce Type: replace-cross Abstract: Evaluation of software engineering (SWE) agents is dominated by a binary signal: whether the final patch passes the tests. This outcome-only view treats a principled solution and a chaotic trial-and-err