- Coerce missing `stopReason`, token counts, and timestamps at the parser boundary to satisfy database NOT NULL constraints.
- Skip assistant entries missing essential model attribution or usage data instead of aborting the sync process.
- Filter invalid tool call blocks that lack required identifiers to ensure successful database insertion.