Anthropic research shows developers using AI assistance scored 17% lower on comprehension tests when learning new coding ...
What separates casual vibe coders from elite builders? It's not better prompts. It's systems. Here's the exact framework I use to keep AI projects production-ready.
Claude 4.5 costs more than Gemini 3 Pro; it gives step-by-step plans and stronger web layouts, choose based on detail vs budget.
To fill the talent gap, CS majors could be taught to design hardware, and the EE curriculum could be adapted or even shortened.
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