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Can you prove AI ROI in Software Engineering? (120k Devs Study) – Yegor Denisov-Blanch, Stanford
You’re investing millions in AI for software engineering. Can you prove it’s paying off? Benchmarks show models can write code, but in enterprise deployments ROI is hard to measure, easy to bias, and often distorted by activity metrics (PR counts, DORA) that say “more” without proving “better.” Drawing on field data from 120k ...
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