Workflow Question

Hey everyone,

I’ve been building some very large and complex workflows in n8n, and I’ve run into a big challenge when testing.

When I want to tweak or debug a node somewhere near the end of my workflow, I currently have to run the entire workflow from the very beginning just to get to that point. This can take a lot of time - especially when there are many nodes, API calls, or processing steps before the node I actually want to test.

Here’s my current situation:

  • I’m working with workflows that can be quite long and data-heavy.

  • During testing, I often need the output from a node that’s close to the end.

  • To get that output, I need to run the whole workflow from the start, wait for everything to finish, and only then can I test or adjust the node I’m working on.

What I’d like to know is:

  • Is there a way to start the execution from a specific node (for example, the last 3 nodes) instead of from the beginning? Do you use the pin method?

  • Or is there a way to load sample data into a node so I can test it without having to run all previous steps again?

  • Any tips, tricks, or best practices for speeding up testing in large workflows would be very appreciated (in general)? What should I pay attention to?

Basically, I’m looking for a way to avoid re-running the whole chain each time I just want to work on the last part of the workflow.

Thanks in advance for your help!

For example bigger workflows like this:

Hey Luca,

Definitely check out the data pinning option, especially with AI stuff so you don’t have to keep submitting generation requests and spending tokens to repeat results for debugging.

See the docs here: Data pinning | n8n Docs

In your example, you can pin the outputs from the Google Docs HTTP requests and just execute from that point onwards to debug the downstream nodes in your final chain.

Hope that helps.

Si

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Thank you very much!

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