Research-backed insights on measuring AI coding tool effectiveness and developer productivity.
Most engineering teams spend $40–100 per developer per month on AI coding assistants. Here's a framework for measuring whether that investment is paying off — and what the data actually shows.
DORA metrics were built for a pre-AI world. With 41% of code now AI-generated, engineering teams need new signals that measure how effectively developers collaborate with AI — without destroying trust.