Evaluation slices: how to catch domain shift early

### Checklist (starter) - Slice by *time / sensor / geography / site / protocol* - Track dataset versions, not just model versions - Keep a “hard set” aligned with deployment reality - Maintain a failure-case gallery Replace this placeholder with your notes.