4 articles on DORA.
A randomised controlled trial found experienced developers were 19% slower with AI — while estimating they were 20% faster. The detail everyone skips explains why.
96% of developers do not fully trust AI-generated code to be functionally correct. Somebody has to check, that checking is work, and it appears on no invoice.
Developers spend 58% to 70% of their time understanding code, not writing it. The industry spent three years optimising the smaller half — and increased the load on the constraint.
Most engineering dashboards were designed for a world where producing code was expensive. Six numbers that still mean something, and three things to stop reporting.
