- Store previous state before PATCH request - Apply optimistic update immediately on drag - Rollback UI to original position on API error - Show error toast notification on failure - Add comprehensive tests for optimistic updates and rollback Refs #338 Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>