At scale, one bad node can stall an entire training run. From Stack to Symphony takes you inside the journey every GPU node makes from rack to production: how we provision capacity, burn-in test every node, and prove cluster health by pre-training frontier models at scale. You'll leave with a clear framework and proven strategies for building infrastructure that performs as one system, with the reliability and predictability modern AI workloads demand.