Actually with

base-task-id

it uses the cached venv, thanks for this suggestion! Seems like this is equivalent to cloning via UI.

exactly !

But “cloning” via UI runs an exact copy of the code/config, not a variant,

You can override the commit/branch and get the latest ...

run exp tweak code/configs in IDE, or tweak configs via CLI have it re-rerun in exact same venv (with no install overhead etc)So you can actually launch it remotely directly from the code:
Basically at any point in your code (after you see evrything is okay and not crashing), add:
task.execute_remotely(queue_name="my_execution_queue_here)This will stop the current execution, and relaunch it on the remote agent. This process also automatically captures the packages you are using in your own setup, so it does not rely on "requirements.txt" that people often forget to update. Obviously it will also cache the venv.
wdyt?