I've heard from professionals that reading code written by experienced developers is a great way to learn programming. As a student currently without a job or internship, I haven't really had the chance to look at senior code yet, but I'm eager to start. I know I can explore open source projects for this. My main question, though, is whether studying code produced by AI, like Claude or KIMI, provides the same learning benefits as human-written code?
5 Answers
Sure, you can learn from reading AI code, but I'm not convinced it's worthwhile. Why settle for AI's mediocre code when there are plenty of well-written projects out there by skilled programmers?
Reading code can be a great learning tool, but just reading without context won’t help much. You really need to engage with it—understand the problem being solved, how it's done, and the reasoning behind the choices made. If you disagree with their solution, try to formulate a better one on your own!
From what I've seen, AI generally produces code similar to what interns might write. You can definitely pick up some basics from it, like syntax and how to use different APIs. But I wouldn't consider it a gold standard for architectural design or complex problem-solving.
But doesn't that depend on how you prompt the AI? If you give it good instructions, can’t it produce better code?
What's the point of studying code that might not be high quality? You have access to real, established projects created by skilled developers that have proven themselves. In my experience, code generated by AI tends to be average at best. Most of the time, it works, but it rarely represents the best approach to a problem. I wouldn’t recommend it for beginners trying to learn good coding practices.
Reading AI-generated code is quite different from examining code from senior developers. AI tends to create clean, predictable code patterns; however, it often lacks the reasoning behind certain decisions. Experienced developers usually provide context through comments about their choices, edge cases, or bugs they’ve tackled over time. I suggest doing both: AI code can help you learn clean syntax, but senior code offers insights into problem-solving and legacy systems.
Isn't there a chance some open-source projects are AI-generated too?
You mean the open-source projects, right?