I see, so there’s no way to launch a variant of my last run (with say some config/code tweaks) via CLI, and have it re-use the cached venv?

Try:
clearml-task ... --requirements requirements.txtYou can also clone / override args with
clearml-task --base-task-id <ID-of-original-task-post-agent> --args ...See full doc: https://clear.ml/docs/latest/docs/apps/clearml_task/