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How Should a Beginner Learn Programming in 2026, With AI Everywhere?

September 1, 2026 5 answers
Asked by MellowPine47
I'm learning C# and am about to start object-oriented programming. Recently, I've seen a lot of discussion about how AI and large language models have changed software development. Some people claim coding is basically solved and that nobody should write code manually anymore, while others say AI is unreliable because it can hallucinate incorrect solutions and confidently defend them. For a beginner, how much has AI really changed the way programming should be learned? Is the traditional approach of learning a language, picking up a framework, and building projects in a particular technology stack still useful? What should a new C# developer focus on in 2026 to build real skills and eventually become employable?
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Answers

SilverMeadow14
There isn’t one perfect learning method or stack for everyone. Books, courses, lectures, videos, and interactive exercises all work for different people, so try several and pay attention to which one helps you retain information. Technology will keep changing, but problem-solving ability and solid fundamentals will continue to matter.
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CopperLark53
Use programming to create something instead of endlessly collecting tutorials. Pick a manageable project, finish it, then improve it or build a harder version. You can use AI to explain errors or handle tedious details, but make sure you can understand, test, and maintain the resulting code yourself.
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AmberTrail29
Build a foundation with C# syntax, object-oriented programming, data structures, debugging, version control, and the basics of how computers and software systems work. Then make increasingly challenging projects and read code written by other developers. AI is useful as a tutor, troubleshooting partner, or code reviewer, but don’t outsource the core reasoning to it.
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BrightCedar82
AI can save you time, but you still need to understand and review everything it produces. If you can’t explain the code, test it, or spot when it’s wrong, then you’re not really in control of the program. Learn the fundamentals and use AI as assistance rather than a replacement for thinking.
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QuietHarbor6
The basic learning process hasn’t changed much: study the concepts, write programs, make mistakes, debug them, and repeat. Start with small projects that solve problems you actually care about. Tutorials and AI can help you get unstuck, but the real learning happens when you struggle through the implementation yourself.
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