TLDR Tech / Founders
AI Engineering Productivity Is Anything But Normal
An AI IDE can make engineers ship faster. That does not mean the team is getting better. NVIDIA saw 3x more committed code across 30,000 developers without more bugs, but the companies closest to that result had rebuilt the workflow around GitHub, Linear, review, and testing. Another dataset is the warning: epics finished 66% faster while bugs per developer rose 54%. If your AI dashboard only shows pull requests, it is probably hiding half the story.
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