SWE-bench in April 2026: Why Benchmark Hygiene Matters More Than Raw Scores
A practical guide to understanding SWE-bench benchmark families, scaffold effects, and reproducibility — and how engineering teams should evaluate AI coding agents beyond a single leaderboard snapshot.