Structured Adversarial Multi-Agent Code Review Beats Scale

Research on multi-agent code review finds that simply adding agents yields diminishing returns and false consensus. A reviewer-plus-critic adversarial architecture, with code-grounded dissent rules, outperforms scaling agent count.

2026-08-24 ~ 2026-08-24 · 2 related posts

• Structured conflict beats scaling agents in code review: new study — omarsar0 · 2026-08-24
• Adversarial Review: Small Agent Teams Beat Larger Ones in Code Review — rohanpaul_ai · 2026-08-24