Unverified50% confidenceOpinionExact time
Mukund believes code generation accounts for only 20% of the problem, with the remaining 80% lying in deployment, production environment maintenance, and security.
1
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50%
Confidence
Long-term
Relevance
10/20/2026
First Seen
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Related Claims
Unverified软件工程领域的经典研究表明，代码编写仅占软件总生命周期成本的约20%，而维护占据了剩余的80%69% similarUnverified通常80%的时间消耗集中在20%的代码中69% similarUnverifiedA sparse subset comprising only 28%–48% of upstream components is sufficient to retain 88%–101% of the full steering effect.64% similarVerifiedIn practice, modeling may account for only 20% of an ML engineer's workload, with the remaining 80% devoted to data pipelines, feature engineering, deployment and operations, and iterative optimization.63% similarUnverified精准提示词首次生成代码可用率为80%62% similar
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