
Guide
The DevEx guide to AI-driven software development
We polled 400+ software engineers on how they’re integrating AI into their daily workflows. Here’s where they stand.


Evaluate and scale AI impact without sacrificing predictability or developer health. Establish a weekly, monthly, and quarterly cadence that turns metrics into action.
Workflow automation has had a cascading impact on improving business outcomes while enabling my team to focus on solving the correct problems. Tracking DORA metrics helped us pinpoint areas of flow that could be enhanced, dramatically boosting team morale and engagement.


