Dev Tools · 2h ago
Multi-agent debate system RabbitHole uses LangGraph to challenge AI consensus
Developer Casper Day built RabbitHole, a multi-agent system on LangGraph where AI personas argue different sides of a question before a judiciary node rules. The system uses two nested graphs, hybrid search, and a fallback model wrapper to handle rate limits. Day emphasizes encoding constraints structurally rather than trusting prompts.
Meridian48 take
A clever architectural approach to surfacing nuance in AI responses, but the real test will be whether such debate systems produce reliably better answers than simpler methods.
multi-agent-ailanggraph