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Model migrations and sunsets: how a voice AI platform keeps running when the models change under it

The models behind voice agents change every few months — new versions ship, old ones get deprecated, capabilities move around. If your platform hard-codes a model, every one of those changes is an outage. Here's how a resilient voice AI platform absorbs model churn without breaking live agents.