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Recovery attempts now back off exponentially, stop after 8 attempts, and mark the execution as needing attention with a failure category. The scheduler dispatches at most 100 recovery jobs per run, and a pending S3 cleanup no longer blocks new backups. S3 delete errors now raise with their cause.