Dev Tools · 1h ago
How to measure your team's change failure rate in an afternoon
Cortex's 2026 benchmark shows change failure rate has risen 30% industry-wide since AI coding adoption accelerated. This guide explains how to compute your team's CFR using DORA's formula and data you already have. It also covers splitting the metric by AI-assisted vs. human-authored pull requests.
Meridian48 take
The 30% headline is alarming, but without your own data it's just noise — this piece offers a practical way to ground the trend in your own metrics.
Read the full reporting
Change failure rate is up 30% — here's how to measure yours in an afternoon →
DEV Community
change-failure-ratedora-metrics