Evaluation
Eval-driven development: Lessons from evaluating GenAI at scale
Our short summary of Airbnb’s engineering write-up. The full story, with all the detail, is on their blog.
Read the full write-up on medium.com (opens in a new tab)Problem
Airbnb needed a reliable way to test and improve unpredictable LLM features.
Solution
They built an eval‑driven development framework that uses AI judges, synthetic tests, and human review to continuously catch and fix errors.
Want the architecture, code and numbers? They’re in the original post.
Read the full write-up on medium.com (opens in a new tab)
Gusto
PostHog