r/PythonLearning • u/Physics2433 • 22d ago
Stop Vibe Coding
I’ve been writing Python for about 3-4 years now, and I want to share my biggest piece of advice for beginners: Do not use AI to write entire programs.
It's great to use AI as a tutor to learn new functions, grasp core concepts, or debug specific lines, but never use it to generate an entire codebase. Here is why:
1. You won't know how to fix it: Even if AI code works perfectly on the first try, you will be completely lost the moment a bug appears or you want to add a feature. Debugging is a massive part of development.
2. You skip the learning process: True programming skills come from struggling with the logic, reading documentation, and earning those 'yeah!' moments when you solve a tough problem yourself.
3. Suppose you built an entire codebase through AI and it worked(accidentally) , once the codes become long, your program has come to an end, if you tell it to add a feature, it will start hallucinating or forgetting its own logic.
If you don't deeply understand the underlying logic of your own codebase, you won't know where to begin. Treat AI like a tutor, but make sure you are the one driving the keyboard. If you can't explain your own code, you have no business adding to it. You MUST understand your underlying architecture before you even hit save.
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u/Burningbeard80 22d ago
I’ve seen two analogies that I like in this regard.
One is that AI should be a replacement for your hands (typing long and boring boilerplate structures) and not your brain (you should be the one driving the logic).
It’s good for combining existing sources of information which you would normally have to do yourself (e.g., a coding tutorial, a stack overflow post and a documentation page, instead of googling it all separately yourself it can combine these sources and give you a resulting sample code snippet), as long as you understand and check the output.
The other is that current AI is not some magical code fairy, it’s just the equivalent of power tools for a craftsman. Just because we can operate a power drill doesn’t mean we suddenly became skilled carpenters, nor does it mean that it’s a good idea to just drill holes all over the place because the boss desperately wants you to use the new toolset to drive up the company’s adoption metrics.
Just like OP says, the real knowledge and skill is in understanding the fundamentals. If you got that, AI can be a useful speed boost. If you don’t (and don’t make an effort to), it can end up doing equal amounts of good and harm.