n8n’s AI Workflow Builder doesn’t just generate workflows from a prompt. It can iterate on them, catch errors, and fix its own workflows using an agentic tool stack, deterministic node connections, and a robust eval setup. In this video, David, VP of Product, Max, our OG Flowgrammer, and Oleg, Senior AI Software Developer, break down how the system uses tools, execution feedback, and LLM-as-a-judge evaluations to keep generated workflows reliable. The what and the why, straight from the n8n team
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