Review
Oct 2026
(When) Should a Software Factory be Lights-off? Benchmarking Code Review Agents on Bug Detection
With the advances of coding agents, software developers are spending more time reviewing code than writing code. As human review velocity falls behind agentic code generation, it is tempting to build automated review agents towards a future of"lights-off"software factory with little to no human supervision. To assess t...
Chenyang Yang, Hao He, Ti-Chung Cheng et al.
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