Unverified50% confidenceFactExact time
In typical enterprise-level projects, boilerplate code can account for 30%–60% of the total code volume.
1
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50%
Confidence
Long-term
Relevance
10/13/2026
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Related Claims
UnverifiedResearch shows that structured prompts, compared to casual descriptions, can improve the first-pass rate of code generation from 30% to over 70%73% similarUnverifiedIn some teams, the proportion of AI-generated code has already exceeded 30%–50% of total commits.72% similarVerifiedAccording to research from the Carnegie Mellon University Software Engineering Institute, coding work typically accounts for only 15%–20% of the total effort in large software projects.71% similarUnverified如果编码只占软件交付周期的30%，那么即使编码效率提升100%，整体交付效率的提升也不足30%。66% similar
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