Tag
This paper introduces Adversarial Review (AR), a minimal cooperative protocol for agentic code review that uses structured disagreement to improve performance on repository-level coding tasks, outperforming baselines with fewer agents on benchmarks like LiveCodeBench and SWE-bench.