Shadow deployment

Mirroring live production traffic to a candidate model so its quality, latency, and cost can be measured against the incumbent before cutting over.

grounded in: latest trends NOTABLE: 'GPT-5.6 migration: A production agent migration showing concrete 2.2x speed and 27% cost gains from a model swap' — measuring a swap in production before cutover