Declarative planning in the harness accounts for the bulk of performance (+24.1pp win rate) while the LLM activates on only 4.3% of turns with bounded effect.
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How Much Heavy Lifting Can an Agent Harness Do?: Measuring the LLM's Residual Role in a Planning Agent
Declarative planning in the harness accounts for the bulk of performance (+24.1pp win rate) while the LLM activates on only 4.3% of turns with bounded effect.