Signal Over Noise

Signal Over Noise

84% of Developers Use AI. Most of Them Are Still Doing It Wrong.

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Justin Wilson
Apr 27, 2026
∙ Paid

Eighty four percent sounds like a movement. Stack Overflow’s 2024 Developer Survey found that 84% of developers either use or plan to use AI tools in their workflow, and the industry took it as confirmation that the adoption wave had arrived. It hadn’t. What arrived was familiarity with the tools, and familiarity is not the same thing as capability to b…

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