A replacement model should receive only a small initial share of production requests while the existing model remains available. Which approach best fits?

1. Use a controlled canary or traffic-split rollout.
2. Use shadow evaluation with controlled data handling.
3. Profile serving work and benchmark suitable resource configurations.
4. Maintain suitable minimum serving capacity.