"AI adoption varies substantially by software-development task, with communication receiving more resistance than several technical uses."
The Stack Overflow 2026 survey reports widespread AI use for code generation, debugging, refactoring and testing, but much stronger resistance to communication tasks. The variation provides empirical support for selecting AI involvement according to the nature of the work rather than assuming uniform adoption.
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