Because cleanup jobs and partner integrations now fail in real ways, so the toolkit must surface useful diagnostics instead of vague stack traces or silent fallbacks, and this topic keeps that workflow explainable and reliable.
The curriculum uses one continuous project so each Python concept lands in a real engineering context.