Anatomy of an Agent Harness
In March 2026, LangChain moved their coding agent from 30th to 5th on a benchmark by changing only the scaffolding around the model. The model weights didn't change; what changed was the harness. A worked-example tour of what an agent harness actually is, built around an inbox triage agent.