7 Unexpected Ways AI Makes Engineering Teams Faster
Published on 05.05.2026
7 Unexpected Ways AI Makes Engineering Teams Faster
TLDR: Most teams adopt AI coding tools expecting faster code output, and they get it. But the real speed gains are happening in organizational friction — the handoffs, context switches, and knowledge gaps that quietly erase weeks from every quarter. This piece from the Kilo team catalogs seven of those less-obvious wins, and they're more interesting than the usual "lines of code per hour" narrative.
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