Our journey building our service deployment system and tools by leveraging Kubernetes and Knative ..read more

Navigating and troubleshooting complex ML and engineering systems, especially those with numerous components, can often be an intricate and challenging task. To address this at Stitch Fix, we have developed Ariadne, an innovative observability UI, in conjunction with our advanced personalized search ecosystem. In this blog post, we will delve into how observability and system design inform each other in a reciprocal relationship ..read more

How Stitch Fix implemented distributed model training to accelerate developer velocity and ability to improve models ..read more

How Stitch Fix uses an expert-in-the-loop approach with generative AI to drive innovation ..read more

How Stitch Fix enables data scientists to do more, by doing less ..read more

A Multi-Target Recommender System that is a significant improvement for both the quality of our recommendations and the maintainability of our systems ..read more

Our stylists' expertise is a differentiator for Stitch Fix. Here is how we take that expertise into account when designing algorithmic systems ..read more

Algo Hour, Oct 11th, 2022 - Featuring Alessya Visnjic from whyLogs ..read more

In late 2021 we released Hamilton, Stitch Fix’s open-source microframework for managing dataflows. With feedback from the community, we’ve implemented an exciting new feature -- the ability to validate the data hamilton generates! In this post we detail the new capabilities and talk a little bit about next steps ..read more

How configuration driven Machine learning pipelines help streamline the model development at Stitch Fix ..read more