Why Do Model Choices Break Workflows and How to Stabilize Multi‑Model Systems?

Choosing a model for a task is rarely the end of the story - it can be the start of subtle failures that only reveal themselves after integration and scale. Engineers expect a new model to improve accuracy, speed, or cost, but what often breaks is th...