HarnessX assembles and evolves agent harnesses via substitution algebra and AEGIS trace analysis, reporting +14.5% average gains (up to +44%) on five benchmarks.
Kˆ 2-agent: Co-evolving know-what and know-how for hierarchical mobile device control.arXiv preprint arXiv:2603.00676, 2026
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HarnessX: A Composable, Adaptive, and Evolvable Agent Harness Foundry
HarnessX assembles and evolves agent harnesses via substitution algebra and AEGIS trace analysis, reporting +14.5% average gains (up to +44%) on five benchmarks.