What Changed When We Rebuilt an Image Pipeline Under Production Load (A Live Case Study)

Abstract. As the senior architect responsible for a high-volume visual generation pipeline, the team faced a clear production plateau: throughput stagnated, quality regressions appeared on complex prompts, and operational costs drifted upward under s...