What’s the best way to advance beyond beginner programming skills in 2026?

Books and written documentation are still extremely useful. Pick a well-regarded book that matches your current level, read a section, and implement the examples instead of only reading them. Then build a small project that uses the same ideas. After that, move to a more advanced book or topic. Combining books with hands-on coding and official documentation will give you a stronger foundation than relying on short, disconnected tutorials.

Use projects as your main learning loop: build something, get stuck, research the specific problem, fix it, and then continue. That process teaches you much more than passively watching tutorials. AI can help explain an error, suggest documentation keywords, or compare approaches, but try solving the problem yourself first and make sure you understand and can reproduce any code it gives you. Rather than chasing every language, become strong in Python and learn the tools related to the kind of work you want to do. Add another language only when a project or career direction gives you a reason.

If you want to understand how computers work underneath higher-level languages, learning C is a good option. It teaches memory, pointers, data representation, compilation, and how programs interact with the operating system. You can use Linux tools and manual pages while working through small programs; on Windows, a Linux environment such as WSL can make that easier. Start with simple projects, then inspect and improve them rather than doing only isolated exercises.