opti-pipe reads your Spark/dbt pipeline config alongside real run metrics and tells you what’s misconfigured — with the reasoning shown, not just a number to change. Rule-based and fully auditable, nothing auto-applies. dbt has a real integration (upload your own run_results.json); Spark runs on sample data for now.