AI Engineer · AI

The State of AI in Software Development: Data from 400+ Orgs — Justin Reock, DX

Justin Reock (Deputy CTO, DX) shares five trends from DX's data on about 200,000 engineers. Deployment frequency is rising, but change failure rate has become far more volatile. Maintainability is up while change confidence is down. PRs have grown from about 44 to 72 lines. Juniors use AI the most, but staff+ engineers save as much time while using fewer tokens. Median gains in PR throughput are around 7.7%, and even top performers didn't reach 2

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