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Use cases

Backfill the window a failed job skipped

Pipelines and warehouse|The work pauses for the plan, and the review bar is raised so that smaller suggestions also block the merge, not only serious findings.

A gap left by a failed job, filled with counts reconciled and the rerun proven idempotent.

The ticket

Backfill the window a failed job skipped and reconcile the result.

Acceptance criteria

  • The gap is identified precisely before anything runs
  • Row counts are reconciled against the source
  • Running the backfill twice does not duplicate rows
  • Downstream models are refreshed after the backfill

What lands as proof

Reconciled counts against the source, plus a demonstration that a second run changes nothing.

Why teams defer it

  • A backfill that is not idempotent turns a gap into duplicates, which is harder to fix than the gap.
  • Downstream models cache the gap, so refreshing them is part of the job and easy to forget.

Questions

What does the agent actually change?
The ticket is scoped to one outcome: backfill the window a failed job skipped and reconcile the result. Work that serves that outcome is in scope, and anything outside it is left for a separate ticket, so the pull request stays reviewable.
How do I know the work is done?
The pull request carries the evidence, not only the diff. Here that means row counts before and after, the rerun proven idempotent, so a reviewer can confirm the result without reproducing the work locally.
How much oversight does this need?
The run stops for the plan, and the review bar is raised afterwards so that smaller suggestions block the merge too, not only serious findings.

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