N8n ai agent hallucinations

★ 6.6 · n8n · medium · 15 nodes

N8n ai agent hallucinations is an n8n automation template for building reliable AI pipelines with hallucination detection and response quality control. Reach for it when an AI agent in production returns unreliable answers and you need to catch them automatically, when critical outputs must go through manual approval before delivery, when different request types need to be routed across multiple models via cascading logic, or when an upstream API is unstable and you need a circuit breaker. The template bundles 8 workflows covering hallucination detection, human-in-the-loop approval, cascading model routing, API circuit breaking, and batch embedding processing. Trigger: Manual. Integrations: none specified. Deploy by importing into any n8n instance (self-hosted or cloud). The direction is hardening existing AI agents for production, not building agents from scratch — use other templates for initial agent construction. Suitable for developers and ML engineers who already have a working agent and an n8n environment; not a fit without baseline n8n knowledge.