Is it lazy to just paste errors back to the AI?

No, it is highly efficient. The AI wrote the code, it has the context, and it can parse stack traces instantly. Your job is to architect the system, not to play syntax detective for a machine's typo.

Why does the AI get stuck in a loop giving me the exact same broken code?

This is Context Poisoning. The AI's attention mechanism is heavily weighted towards the most recent messages in the chat. If the recent messages contain broken code, it will continuously generate similar broken code. You must Nuke the Thread.

How do I fix an AI that refuses to use the new React Server Components syntax?

You must explicitly point it to the Next.js App Router documentation using `@Docs` or a URL. Its training data heavily favors the old Pages router, so you must forcefully override that probability with real-time documentation.

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Troubleshooting AI Failures

Master the art of debugging AI-generated code. Learn why pasting stack traces is the fastest workflow, how to use documentation crawlers to fix dependency traps, and when to ruthlessly 'nuke the thread' to cure context poisoning.

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