Understanding fundamentals remains critical when coding with AI tools. Just as writing a compiler in university makes you a better programmer by revealing how compilers and optimizers work, understanding how language models function makes you more effective at using AI for coding. The analogy drawn is that AI-assisted coding requires the same foundational knowledge as low-level C++ programming — knowing what's happening under the hood matters.

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