SWE-NFI measures coding agents' non-functional code improvements with 92 deterministic rules and 188 real GitHub tasks, finding agents lag humans most on structural logic-pattern improvements.
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SWE-NFI: Studying and Benchmarking Coding Agents for Non-Functional Improvements
SWE-NFI measures coding agents' non-functional code improvements with 92 deterministic rules and 188 real GitHub tasks, finding agents lag humans most on structural logic-pattern improvements.