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AI won't create fewer developers, but more. Every programming language is just an abstraction of machine code. Assembly abstracted machine code. C abstracted assembly. Python abstracted C. AI is the next abstraction layer. It makes development accessible to everyone. Time won't be spent hand-writing code. It will be spent on what to build, how to architect it, and working with AI to make it happen. The developer pool expands, not shrinks.

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Agreed — AI raises the floor, not the ceiling. More developers will exist, but what separates a great developer from an average one shifts. The interview bar moves with it. The skills that matter are less about knowing syntax and more about system thinking, communication, and judgment under pressure. That's exactly what we're helping candidates develop at totop.app.

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True indeed. We are already seeing that transformation

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