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All issuesVolume 325, Issue 3IT NewsDeveloper

The Efficiency Trap: Why Obsessing Over AI Productivity Will Destroy Your Engineering Culture

SiliconANGLE, Monday, April 14th, 2025

Artificial intelligence is everywhere in software development. From GitHub Copilot to Claude Code, companies are integrating AI into their engineering workflows at breakneck speed.

The promise? Faster code delivery, fewer bottlenecks and higher productivity. But this industrial-era obsession with efficiency fundamentally misunderstands the nature of software engineering.

At the risk of stating the blindingly obvious, software delivery is about much more than churning out code - it's about solving hard, unique problems in ways that create value. And ironically, the relentless pursuit of efficiency through AI can make software teams less effective, not more.

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