[KongchangAI]
Unverified50% confidenceBenchmarkExact time

A study published in IEEE Transactions on Software Engineering in 2019 showed that code reviews assisted by good visualization had a defect detection rate approximately 25% higher than plain-text reviews, with review time reduced by approximately 30%.

1
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50%
Confidence
Long-term
Relevance
8/19/2026
First Seen

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