AI assistants now handle the code that beginners used to practise on. Typing syntax from memory matters less; knowing what to build, and whether the output is correct, matters more.
Data structures, HTTP, databases, the event loop — the concepts that let you evaluate generated code — are more valuable than ever. Courses like CS50 and The Missing Semester age beautifully.
You will review more code than you write. Open source is the free gym for this: pick a small library you use and read it end to end.
Projects force the decisions AI cannot make for you: what to build, how to structure it, when it is good enough. That judgement is the durable career skill.
Related Blogs