Ephemeral Argo workflow pods terminate after training completes, causing Prometheus to lose all scraped metrics. Add push_to_gateway() to POST final metrics to the existing pushgateway service so they persist on the Grafana training dashboard after pod completion. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>