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34 How to Use AI to Solve Intractable Bugs?

Paid2026-05-12

34 How to Use AI to Solve Intractable Bugs? I've been thinking quite a bit lately and haven't talked about AI programming for a while. Don't worry, I haven't forgotten. Here's a catch-up post. I have plenty of material; I just haven't allocated the time to publish it. Many friends try a few times with different tools and models and fail, then hastily conclude: 'This kind of bug-hunting is too complex; AI can't handle it.' I want to say: you are dead wrong. Today's AI is not just a sharp tool; it's practically a dragon-slaying saber. Solving a few bugs is a piece of cake. So how do you actually do it? Let's talk principles first. There are a few secrets:

  1. Give the AI all the information you have, and tell it how to find any missing relevant info.
  2. Communicate with AI as an equal; hurling insults won't solve problems.
  3. Make judgments, set requirements, and tell the AI what you want. I won't elaborate on 1 and 2; I'll focus on 3 here. I happen to have a typical case—just look at the images. No extra explanation needed. I'll just ask you 2 questions:
  4. When you use AI to write code, do you communicate with it this way?
  5. What's the difference? Think about it.

34 How to Use AI to Solve Intractable Bugs? I've been thinking quite a bit lately and haven't talked about AI programming for a while. Don't worry, I haven't forgotten. Here's a catch-up post. I have plenty of material; I just haven't allocated the time to publish it. Many friends try a few times with different tools and models and fail, then hastily conclude: 'This kind of bug-hunting is too complex; AI can't handle it.' I want to say: you are dead wrong. Today's AI is not just a sharp tool; it's practically a dragon-slaying saber. Solving a few bugs is a piece of cake. So how do you actually do it? Let's talk principles first. There are a few secrets: 1. Give the AI all the information you have, and tell it how to find any missing

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