Stages are barriers
Jobs in a stage run in parallel. The next stage starts when all of them succeed.
Self-hosted · for dbt Cloud
Chain jobs into pipelines, schedule them, and when a model breaks, re-run only what failed.
One pipeline replaces a crontab full of guessed gaps.
Jobs in a stage run in parallel. The next stage starts when all of them succeed.
A pipeline waits for all or any of its parents, within a time window.
Cron with a misfire policy: skip, queue one, or catch up once.
Re-runs only the failed models and their children, then resumes the pipeline.
What you need once pipelines are live.
One process, one SQLite file. It stores run metadata, never warehouse data.
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