# ParetoSaddler: Pareto-Guided Optimization of Agent Harnesses for Quality and Cost > Source: > Published: 2026-11-04 03:33:47+00:00 Harness optimization can substantially improve LLM agents without modifying model weights, but existing methods primarily optimize response quality. Extending them to joint quality--cost optimization introduces a challenge: applying the deployment preference during intermediate updates can premature