The earlier engineers realize the following point, the more long-term advantages they will have: When AI generates code that has issues, you shouldn't check and fix it yourself, but rather: At the prompt level: more detailed task planning, more granular TODOs... At the engineering level: e2e, unit tests, strongly typed languages... Provide AI with more clues and constraints, allowing it to iterate on its own. In short, do not go against the trend of AI development; cultivate engineering, architecture, and planning skills, rather than just coding skills.