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LLMs are doing a great job at generating syntactically correct output related to the prompt or task at hand. The semantics, hierarchy, architecture, abstraction, security, and maintainability of a code base is not being handled by LLMs generating code.

So far, the syntax has gotten better in LLMs. More tooling allows for validation of the syntax even more, but all those other things are still missing.

I feel like my job is still safe: but that of less experienced developers is in jeopardy. We will see what the future brings.