The skill spectrum for software engineers is widening On one end, AI tools are dramatically lowering the barrier to entry for basic programming tasks. Someone with minimal coding experience can now build functional applications using AI assistance, handle routine debugging, or even architect simple systems. The “minimum viable skill” to be productive has dropped significantly. But at the high end, the skill ceiling has arguably gotten higher. The most valuable engineers now need to have depth an
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