What does 99.9% uptime mean for inference?
Together AI discusses the engineering challenges and requirements for achieving 99%, 99.9%, and 99.99% inference uptime, explaining how each tier demands a specific architecture to survive different failure domains such as node failures, data center failures, and regional outages.
The post details their approach to observability, health checks, multi-facility deployment, and infrastructure ownership.
