AI tools are widely used by software developers, but those devs and their managers are still grappling with figuring out how exactly to best put the tools to use, with growing pains emerging along the way.

That’s the takeaway from the latest survey of 49,000 professional developers by community and information hub Stack Overflow, which itself has been heavily impacted by the addition of large language models (LLMs) to developer workflows.

The survey found that four in five developers use AI tools in their workflow in 2025—a portion that has been rapidly growing in recent years. That said, “trust in the accuracy of AI has fallen from 40 percent in previous years to just 29 percent this year.”

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