Structured Outputs & Batch Processing w/AI

Learn practical batch processing techniques, integration points, and challenges of structured outputs, drawing on a year of experience with Vertex, Nova, OpenAI, and Llama4 models.

Overview

A short overview of some code that does batch processing and when and where you’d want to build it into your workflows.
Structured outputs bring their own development challenges, I’ll speak to a couple of things I’ve noticed from using structured outputs over the last 12 months.

Links

Tech stack