About
Notes from the gradient
We are two engineers writing down what we learn putting machine learning into production.
Why we write
Editorial principles
- We only write about things we have built or operated ourselves.
- Numbers are real, rounded, and come with context.
- We correct mistakes openly at the bottom of the article.
- We are not sponsored and do not accept paid placements.
Readers say
“The RAG checklist is now part of our design review template.”
“Finally, writing about LLMs that includes the boring parts that actually matter.”
Have a story from production?
We publish guest field notes a few times a year.