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Dev tools · August 11, 2026

opti-pipe

Stop guessing Spark/dbt config values

What it does

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.

Does the same job

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