Adversarial Review: Structured Disagreement for Grounded Agentic Code Review

Eric S. Qiu, Joyce Gill

Early multi-agent LLM systems often used role-separated teams, yet scaling agent count yields diminishing returns on repository-level coding tasks. Recent alternatives treat agents…