https://danshiebler.com/2021-11-06-ml-systems-1/
Improving a Machine Learning System (Part 1 – Broken Abstractions)
Dan Shiebler
Posted on November 6, 2021
“Making measurable improvements to a mature machine learning system is extremely difficult. In this post, we will explore why.”