Building with LLMs at Scale: Part 3 - Higher-Level Abstractions

In Part 1 I described the pain points of working with multiple LLM sessions. Part 2 covered the ergonomics layer that made individual sessions manageable. But ergonomics alone isn&rsquo;t enough when you&rsquo;re running 5-10 parallel Claude sessions. You need coordination , quality enforcement , and shared context . This article covers the higher-level abstractions that make LLM teams actually…