Harnesses & Agent Systems

In scope: scaffolding and orchestration, tool use, context and memory management, retries and recovery, agent evaluation and benchmarks, failure modes at step three, agent security and the exploitation surface, and cost per completed task. The load-bearing finding this rung already holds: for long-horizon agentic work the harness is often a stronger performance determinant than the model.