Unverified50% confidenceOpinionExact time
Writing code often accounts for only a small proportion of the entire software development lifecycle, with more time consumed by requirements understanding, solution design, code review, debugging, testing, and team collaboration.
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50%
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Long-term
Relevance
9/25/2026
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Related Claims
UnverifiedThe core assumption of traditional code review mechanisms is that humans write code extremely slowly, and a senior engineer can review a developer's entire day of work within ten minutes.75% similarUnverifiedResearch shows that developers spend approximately 60% to 70% of their development time understanding context before they can safely begin modifying code.75% similarUnverifiedThe "Design-to-Code" process typically accounts for 30%–50% of front-end development workload.74% similarUnverified团队观察到纯Code Mode下智能体常写约50行长脚本，而有REPL语义后倾向写更短脚本并穿插更多推理，这种交错式工作往往能更快得到更好答案73% similarUnverifiedDevelopers spend only about 16% of their time actually writing code, with the remaining 84% spent on non-coding tasks such as communication, reviewing PRs, writing technical documentation, and creating Jira tickets72% similar
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