The authors propose a portable CAT data layer for managing multi-agent harnesses via plain-text files and evaluate its use with 22 models on 115 practical tasks using the npcsh shell.
τ-bench: A benchmark for tool-agent-user interaction in real-world do- mains
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Herding CATs: ALARA for Agent Harness Engineering in Portable Composable Multi-Agent Teams
The authors propose a portable CAT data layer for managing multi-agent harnesses via plain-text files and evaluate its use with 22 models on 115 practical tasks using the npcsh shell.