Deadline Guardian AI

One reliability question: what happens when the plan generation step fails partway, does it leave a partial schedule or roll back cleanly? Given deadlines are time-sensitive, I'd want to see how it handles an API timeout or malformed input mid-plan, and whether it retries silently or surfaces a clear error so the user can replan manually rather than trust a broken schedule.