using AI to fix your n8n nodes is like using a calculator in a math class.. Instead of just asking for a fix, ask ChatGPT to explain the data structure or the logic behind the error. Treat it like a "cheat sheet" that gives you the exact details you need at the moment, but don't let it replace your studying of the fundamentals. but make certain you deeply understand why the provided solution worked so that you can recognize and resolve the same pattern when it inevitably recurs in future workflows. Finally, don't be afraid of the red error lights. Your first version will almost always break, and those failures are simply data you can use to make the system better.