Sept. 7, 2023, 7:17 a.m. | Maxim Saplin

DEV Community dev.to

My confirmation bias is satisfied yet again...


Recently I've shared my experience with AI coding assistants shining in smart refactoring while they fail to impress in more complicated stuff requiring a deep understanding of the code base (SourceGraph's Cody AI, Google's Project IDX).


In this recent study of generative AI tools in software development by McKinsey, conducted on a pool of 40 developers, there were little-to-no gains on complex tasks. On the contrary simpler tasks stuff …

ai ai coding ai coding tools assistants bias code code base coding confirmation bias data experience genai github githubcopilot good google mckinsey productivity project project idx refactoring simple smart sourcegraph study tasks tools understanding

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