Append-Only Data Model

The append-only structure enables data change auditing and rollback to previous states. When bad actors write false data (limited by schema trust requirements), the system can revert to previous states and ban the actor from further actions.

For concurrent writes, the system uses a check-then-write model. Writers must know the current data state before writing. This prevents race conditions.