Unverified50% confidenceBenchmarkExact time
A 2024 Uplevel study of more than 800 engineers found that developers using Copilot experienced a 41% increase in bug rates.
1
Sources
50%
Confidence
Long-term
Relevance
8/10/2026
First Seen
Sources
Rippling AI Spend Console:企业AI支出管理与ROI量化实战指南
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