Serving & Inference

A model that cannot meet production constraints never ships. Serving is where notebook thinking gets exposed: the scale from your requirements phase turns into concrete compute math, and the design either fits the budget or it does not. This page covers serving patterns, the cascade architecture that dominates high-volume systems, the optimization toolkit, triggering, calibration, and safe deployment.