That's the problem. ClearML has to detect the uncommitted changes somehow. This is done while the code itself is running or when running with execute_remotely() . Otherwise, someone has to do a git diff and push it into the task object(database)

I know.
Despite that, the execute_remotely() solution is good enough for me. Thanks!

Hi DullPeacock33 , I think what you're looking for is this:
https://clear.ml/docs/latest/docs/references/sdk/task#execute_remotely
This will initialize all the automagical stuff but won't require running the script locally.
What do you think?

Thought about it, but this is a thing I don't want to do manually.

Welp, that seems to work!
However, the idea of executing the same script locally for creating a task and then executing it remotely feels a bit unintuitive.

DullPeacock33 , this is because you want the uncommitted changes attached to the task. Technically speaking you can do something like this yourself. A task's uncommitted changes are editable when it is in draft mode. So you could add the uncommitted changes via api or maybe even SDK.