- Creates backend/services/audit.py with write_audit_log() function
- Uses session.flush() not session.commit() per D-14 architectural requirement
- Catches and logs all exceptions (never re-raises) so audit failure is non-fatal
- Correct AuditLog ORM attribute metadata_ (not metadata) per models.py