Demo to Durable: Evaluation That Hardens LLM Features for Production

Turn impressive demos into reliable production features with evaluation checkpoints across the entire lifecycle.

What's inside

Eval checkpoints for every stage: prototype → pre-launch → production → regression monitoring
How to harden LLM features before they go live—and keep them reliable after launch
Regression monitoring strategies that catch problems before users do
A lifecycle framework for taking LLM features from demo to durable production
Case studies from teams that shipped confidently at every stage