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Applied AI·October 7, 2026·1 min read

Many developers are using AI just to show off to their boss — as most fear they'll lose their job if they don't use it

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If half your devs are using AI to signal, not to ship, you’re measuring the wrong things—fear-based adoption creates noise, not leverage. Reset incentives around code quality, incident rates, and review time, and make it safe to say "this task doesn’t benefit from AI".