The Guardrials Blog

A practical guide to running Guardrails validators inside MLflow evaluation workflows

Learn to simulate realistic user behavior for Al applications with Snowglobe

Snowglobe is a simulation environment for LLM teams to test how their applications respond to real-world user behavior. Run full workflows through realistic scenarios, catch edge cases early, and confidently improve before deploying to production.

How Snowglobe helped one of the busiest airports in the world test their chatbot

Good synthetic data is hard to generate, with the chief reason being that it’s hard to create diversity of content.

Leveraging Snowglobe to Safeguard Chatbot Interactions Across Diverse Student Personas