LLMs on Consumer Hardware — Part 4: The Coordinator Search — Role-Casting and the Memory Wall

Part 4 of a series. Previously: Part 3 — A Multi-Agent Setup with Hermes. Part 3 ended on a specific failure: Gemma 4 26B, the best of the local models as a worker, could not orchestrate. It handled o...