How do you achieve reliable results from stochastic AI models? This talk presents practical techniques for building quality pipelines around generative AI that improve output quality before human review begins, making more effective use of limited human time and attention.

Scala 3's rich type system makes it an ideal partner for AI-assisted development. In this hands-on workshop you'll use Scala 3 to build your own quality pipeline - a program that drives coding agents through writing, review, adjudication, and planning - along with an iterative optimization loop. You'll learn how to use these techniques to achieve the quality you need and the productivity you want from AI coding agents.