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The efficiency trap: Why obsessing over AI productivity will destroy your engineering culture

The efficiency trap: Why obsessing over AI productivity will destroy your engineering culture

April 13, 2025: AI Productivity Obsession Risks Engineering Quality - The article argues that prioritizing AI-driven productivity in software development can degrade engineering culture by emphasizing speed over quality. A focus on efficiency with AI often leads to low-quality code and increased technical debt. True software delivery requires problem-solving and collaboration, which are undervalued in an efficiency-first approach.

AI should aid in handling repetitive tasks, while humans focus on design and creativity. Encouraging critical thinking, learning, and quality over raw output fosters a healthier engineering culture. AI should be a tool, not a substitute for human skills, highlighting the value of maintaining a balance between automation and human input.

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