SWE-NFI: Studying and Benchmarking Coding Agents for Non-Functional Improvements.

arXiv:2607.27409v2 Announce Type: replace-cross Abstract: Although coding agents have achieved impressive performance on correctness-oriented benchmarks, their ability to make behavior-preserving non-functional improvements (NFIs) remains underexplored. In rea