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ModelForge/docs/architecture/adr/0034-retention-and-dependency-aware-cleanup.md
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ADR-0034: Retention and dependency-aware cleanup

Status

Accepted in M12 on 2026-08-26.

Context

Unused-looking model bytes may still back a deployment, rollback, evaluation, project, migration or another node. Immediate deletion after promotion destroys recoverability and provenance.

Decision

RetentionPolicy is revisioned; prior stable targets receive a minimum rollback window. Deprecation, archive and physical removal are separate. Cleanup always begins with a dependency-digest dry-run, requires explicit operator execution and rechecks dependencies transactionally. Location removal is node-specific and records prior facts; metadata/provenance remain.

Consequences

Storage recovery may be delayed by valid dependencies or retention. Cleanup races return stale/409 instead of deleting. Multiple node copies are reconciled independently and audit remains queryable.

Rejected alternatives

  • Age-only automatic cleanup: cannot see active or rollback dependencies.
  • Cascading deletes: erases evidence and makes blast radius implicit.
  • Treating one removed location as global deletion: is incorrect in a multi-node registry.