dify - 💡(How to fix) Fix [Feature] Persist Agent Tool Call Details in Logs and Debug Dialog [1 comments, 2 participants]

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1. Is this request related to a challenge you're experiencing? Tell me about your story.

I'm using Dify to build Agent applications with multiple tool calls.

In the current Logs panel, it only shows the Agent's thinking process, but there are no tool call details. In the Debug dialog, tool call information is only visible during the Agent's thinking phase, and it disappears immediately once the thinking is completed.

This makes it impossible to review tool call parameters, responses, and execution status afterward. When troubleshooting failed tool calls or unexpected results in complex Agent workflows, I have to reproduce the issue again just to see the tool call details, which seriously reduces debugging efficiency.

2. Additional context or comments

First off, huge props to your team—Dify is such an amazing tool that’s made building AI agents so much smoother!

It would be a amazing if full tool call records (params, responses, execution status) could persist in both the Logs panel and debug view, so we can revisit them anytime after a run. This small tweak would make troubleshooting complex agent flows way easier.

Thanks so much for all your incredible work and for considering this request!

3. Can you help us with this feature?

• I am interested in contributing to this feature.