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arXiv cs.AI·

HarnessX: A Composable, Adaptive, and Evolvable Agent Harness Foundry

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In three linesHarnessX is a foundry for composable and adaptive AI agent harnesses. It uses AEGIS, a trace-driven multi-agent evolution engine, to optimize prompts, tools, and control flow. Across 5 benchmarks (ALFWorld, GAIA, WebShop, tau³-Bench, SWE-bench), HarnessX achieves +14.5% average gain (up to +44%), without model scaling.
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AI AgentsMulti-agentPrompt engineeringReinforcement learningBenchmarks

Summary generated by Claude — human-verified