Hi @Hubert Dudek​ , Thank you for your suggestion.

I understand that we can use Jobs API to change the pasue_status of job on errors, but sometimes we observed that the workflow/job fails due to cluster issues (while the job clusters are getting created) and before any of our code gets executed. In such scenarios I was wondering if there is any way to automatically pause the job.