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DevOps · arxiv.org · Monday, 24 August 2026

Coding agents bottom out at refactoring: best score on new benchmark is 41%

Most coding-agent benchmarks skip refactoring, so researchers built SWE-Bench ProMax: 170 expert-curated instances from real commits across seven languages, averaging 11.4 changed files per task. On that scale, the best frontier model resolves just 41.2%, a signal that behavior-preserving, multi-file refactoring is still out of reach for current agents.

Read the source: arxiv.org ↗In the 24 August issue →