A pipeline step occasionally fails with a transient service error. Repeating it is safe because its outputs are idempotent. Which approach best fits?

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  1. Use bounded retries with backoff and observable failure handling.
  2. Validate expected data freshness and volume in addition to job exit status.
  3. Use a date-scoped idempotent backfill strategy.
  4. Declare explicit dependency and success conditions in the orchestration workflow.

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