How one engineering org tripled output in 18 months by removing handoffs, not just AI

rseroter · x · 2026-09-09

An InfoWorld piece by Greg Ingino details how his legal-software R&D org tripled per-engineer output in 18 months: deployments rose from 82 to 155+, releases nearly doubled, and customer defects fell 65% per million lines of code. The biggest gains came from removing handoffs across the development lifecycle, not from AI writing code faster—plus governance, tool mastery, full-lifecycle automation, and velocity-oriented design.

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