Developers cannot measure the carbon footprint of their code

Computing workloads produce significant CO2 emissions, but most developers have no visibility into the environmental cost of training ML models or running data pipelines. Without measurement, there is no path to reduction. CodeCarbon is a Python library that tracks emissions in real time and suggests lower-carbon alternatives, but it needs broader hardware support and better reporting tools.

Created by daltlc