I kept hearing “AI coding = marginal gains.” My experience didn’t match that at all, so I measured.
TL;DR: one product-engineer orchestrating a fleet of agents reached ~22× more net new code and ~2× better net/churn efficiency in a real product codebases (not toy project). Curious how this lands with engineering leaders — does this stack up against your numbers?
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I kept hearing “AI coding = marginal gains.” My experience didn’t match that at all, so I measured.
TL;DR: one product-engineer orchestrating a fleet of agents reached ~22× more net new code and ~2× better net/churn efficiency in a real product codebases (not toy project).
Curious how this lands with engineering leaders — does this stack up against your numbers?