Canary rollouts: upgrade models in production without downtime

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A hard model swap exposes every user at once, and rolling back means cold-starting the old deployment under pressure. Here's how staged traffic ramps, metric gates, and automatic rollback work on dedicated inference.

Read the original at the source: https://www.together.ai/blog/canary-rollouts-upgrade-models-in-production-without-downtime

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Together AI — imported from official source
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September 22, 2026 05:30
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https://www.together.ai/blog/canary-rollouts-upgrade-models-in-production-without-downtime

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