Cost and speed
Tangle: An open-source ML experimentation platform built at Shopify scale
Our short summary of Shopify’s engineering write-up. The full story, with all the detail, is on their blog.
Read the full write-up on shopify.engineering (opens in a new tab)Problem
Data scientists spent weeks re‑running experiments because pipelines weren’t reproducible or shareable.
Solution
Created Tangle, a visual ML experimentation platform that caches pipeline results, tracks versions, and runs in the cloud, cutting redundant compute.
Saved over a year of compute time
Want the architecture, code and numbers? They’re in the original post.
Read the full write-up on shopify.engineering (opens in a new tab)