Definitions
- Preprod: unreviewed candidate records.
- Prod: reviewed public dataset records.
- Review gate: promotion boundary from staging to reviewed release.
Design Goals
- Improve trust and reduce stale/noisy records in reviewed outputs.
- Preserve provenance and freshness context.
- Make promotion behavior inspectable via transparency surfaces.
Domain roles: transparency on jobpool.live, canonical API/schema on jobdatapool.com, contributor ops on datapool.work.