Nothing Scales the Way You Think: Designing an LLM Inference Platform

🗓️ Last updated: July 2026 The interviewer drops a familiar sounding line: "design a multi tenant API platform that serves machine learning models at scale." Your reflexes fire. Load balancer, autos