A job run is interrupted after saving an expensive intermediate result. What design can reduce wasted work on retry?

1. Treat an incomplete model file as a verified final model
2. Store all progress only in process memory
3. Durable checkpoints with validated resume behavior
4. Always delete all outputs before examining the failure