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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

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Han-Yang Guo

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#small language model Preprint Oct 2026

HarnessSecurity-Bench: Do Security Mechanisms Really Protect Coding Agent Harnesses?

This work presents HarnessSecurity, the first systematic empirical study and benchmark of open- and closed-source coding agent harnesses, and derives a ten-mechanism taxonomy and assesses 400 harness-mechanism cells using independent ratings by researchers and large language model judges.

Zheng-Yang Zhu, Li-Ming Huang, Run-Min Ji et al. · 0 citations

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