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Rob Bowley | Adventures In Software Development Rob Bowley Adventures In Software Development Menu Skip to content About me How do Generative AI tools impact software developer productivity and code quality? Leave a reply How do Generative AI tools impact software developer productivity and code quality? A recent large-scale study – one of the most empirically robust I’ve seen – tackled this question by analysing 218k+ developers across 880m+ commits (with control groups and everything). The results? A modest but consistent 4% productivity boost without sacrificing code quality. Other key findings: – Moderate GenAI users emerged as the highest overall performers (i.e. less is more) – Only 1% of developers committed GenAI-authored code without significant rework. It’s a nice 4% gain right? Not exactly game-changing. but worth it if licence costs stay reasonable. Enough to reduce a team of 100 to 96 engineers (or boost output by 4%)? Not that simple – the study is ...
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