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Over-Reliance on AI Is Quietly Eroding Software Engineers' Coding Skills

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A growing concern among software professionals is that habitual dependence on AI tools is leading to gradual cognitive atrophy, where engineers lose the ability to solve problems independently. Rather than thinking through challenges themselves, developers increasingly defer to AI for solutions, bypassing the critical reasoning process that builds genuine expertise. AI-generated code can appear clean and functional, yet often goes unreviewed, creating a workflow where neither junior nor senior engineers fully scrutinize what reaches production. Skill decay is not unique to software development — any ability left unpracticed will deteriorate over time. Experts suggest using AI as a complement for repetitive tasks while preserving independent thinking, rather than outsourcing the entire problem-solving process to it.

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