I built a multi-turn agent-vs-agent blind eval in n8n

📰 Dev.to · Frank Brsrk

Learn to build a multi-turn agent-vs-agent blind evaluation in n8n to test AI models' robustness in production-like scenarios

advanced Published 24 Apr 2026
Action Steps
  1. Build a multi-turn conversation flow in n8n to simulate real-world interactions
  2. Configure agents to interact with each other in a blind evaluation setting
  3. Test the evaluation setup using sample prompts and agents
  4. Apply the evaluation results to identify and address failure modes in AI models
  5. Compare the performance of different AI models using the multi-turn evaluation framework
Who Needs to Know This

AI engineers and researchers can benefit from this approach to evaluate their models' performance in realistic settings, while DevOps teams can use n8n to automate the evaluation process

Key Insight

💡 Single-prompt evaluations are insufficient for testing AI models' performance in production, and multi-turn evaluations can reveal critical failure modes

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🤖 Evaluate AI models like never before! Build a multi-turn agent-vs-agent blind eval in n8n to test robustness in production-like scenarios 💡

Key Takeaways

Learn to build a multi-turn agent-vs-agent blind evaluation in n8n to test AI models' robustness in production-like scenarios

Full Article

Single-prompt evals miss the failure modes that matter most in production. Agents that look fine on...
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