hey, can somebody advise, do I need to include elementary in each job, or I can collect dbt artifacts from each job and run elementary based on those after jobs are complete?

Hey Vitalii! dbt artifacts show the current state of the project, so if you run Elementary seperately you will upload the most recent ones. See this guide that explains the best method for this. Tables that aren't dbt artifacts like

dbt_run_results

,

elementary_test_results

and

data_monitoring_metrics

are incremental and add results for every run. All results will be uploaded when you run Elementary 🙂