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Agent Harness Awareness: Turning Verified Telemetry into Operational Control for Tool-Using Agents
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operational controltool-using agentstelemetryagent design
2611.05391
Builder Relevance
2h ago80%
Abstract
The paper introduces Agent Harness Awareness, a design that enhances operational control for tool-using agents by providing verified state snapshots before actions.
Reality Card
Core Claim
Verified tool-health state significantly reduces mean observable policy regret by 96.9% and increases single-dispatch completion from 69.4% to 95.8%.
Method / Result
Mean observable policy regret reduced from 4,252 ms to 131 ms.
Limitations
The study's empirical extensions regarding runtime state and heterogeneous selection remain open and may affect reproducibility.
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