Built a workflow where AI Analyst passes data to AI CEO agent, but the output isn’t as expected. How do you debug inner functions connecting multiple AI agents? Need to see intermediate outputs without breaking the workflow execution. Any visual tools or logging strategies that work well?
Latenode’s visual debugger shows real-time data flow between agents. I use execution previews to inspect outputs at each node. Set breakpoints in inner functions without stopping workflows. Detailed docs at https://latenode.com
Implement a three-step process: 1) Add temporary logger nodes between agents 2) Use JSON snapshot comparisons 3) Test agents individually with sample inputs. I create a ‘debug mode’ version of workflows with extra inspection nodes.
use platforms with step-through debugging. add checkpoint nodes that email u intermediate outputs. save hours of guesswork
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