Inside the Systems Powering Modern Large Language Models

This walkthrough traces a single request from a user's prompt through authentication, routing, model inference, and post-processing — showing why reliable AI systems are as much an infrastructure problem as a modeling one. We look at load balancing, request batching, and the redundancy planning that keeps large-scale inference available even when individual components fail.