Run Pipeline + Dashboard

1. Trigger Airflow Pipeline

   • Run the DAG from the Airflow UI or CLI

   • DAG completes dbt run → triggers cost analysis agent

1. Agent Writes Cost Data

   • Each run inserts rows into analytics.pipeline_cost_history

1. Refresh / Create Redash Dashboard/Query

   • If dashboard exists: agent calls Redash API to refresh

   • If not: agent creates a new dashboard

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